The present invention generally relates to identification and security documents, and in particular, relates to enhancing the formation a covert image such as a fluorescing, ultraviolet, infrared, thermachromic and/or optical variable image on such documents.
Identification documents (hereafter “ID documents”) play a critical role in today's society. One example of an ID document is an identification card (“ID card”). ID documents are used on a daily basis—to prove identity, to verify age, to access a secure area, to evidence driving privileges, to cash a check, and so on. Airplane passengers are required to show an ID document during check in, security screening and prior to boarding their flight. In addition, because we live in an ever-evolving cashless society, ID documents are used to make payments, access an automated teller machine (ATM), debit an account, or make a payment, etc.
(For the purposes of this disclosure, ID documents are broadly defined herein, and include, e.g., credit cards, bank cards, phone cards, passports, driver's licenses, network access cards, employee badges, debit cards, security cards, visas, immigration documentation, national ID cards, citizenship cards, social security cards, security badges, certificates, identification cards or documents, voter registration cards, police ID cards, border crossing cards, legal instruments, security clearance badges and cards, gun permits, gift certificates or cards, membership cards or badges, etc., etc. Also, the terms “document,” “card,” “badge” and “documentation” are used interchangeably throughout this patent application.).
Many types of identification cards and documents, such as driving licenses, national or government identification cards, bank cards, credit cards, controlled access cards and smart cards, carry thereon certain items of information which relate to the identity of the bearer. Examples of such information include name, address, birth date, signature and photographic image; the cards or documents may in addition carry other variant data (i.e., data specific to a particular card or document, for example an employee number) and invariant data (i.e., data common to a large number of cards, for example the name of an employer). All of the cards described above will hereinafter be generically referred to as “ID documents”.
As those skilled in the art know, ID documents such as drivers licenses can contain information such as a photographic image, a bar code (which may contain information specific to the person whose image appears in the photographic image, and/or information that is the same from ID document to ID document), variable personal information, such as an address, signature, and/or birthdate, biometric information associated with the person whose image appears in the photographic image (e.g., a fingerprint), a magnetic stripe (which, for example, can be on the a side of the ID document that is opposite the side with the photographic image), and various security features, such as a security pattern (for example, a printed pattern comprising a tightly printed pattern of finely divided printed and unprinted areas in close proximity to each other, such as a fine-line printed security pattern as is used in the printing of banknote paper, stock certificates, and the like).
An exemplary ID document can comprise a core layer (which can be pre-printed), such as a light-colored, opaque material (e.g., TESLIN (available from PPG Industries) or polyvinyl chloride (PVC) material). The core is laminated with a transparent material, such as clear PVC to form a so-called “card blank”. Information, such as variable personal information (e.g., photographic information), is printed on the card blank using a method such as Dye Diffusion Thermal Transfer (“D2T2”) printing (described further below and also described in commonly assigned U.S. Pat. No. 6,066,594, which is incorporated herein by reference in its entirety.) The information can, for example, comprise an indicium or indicia, such as the invariant or nonvarying information common to a large number of identification documents, for example the name and logo of the organization issuing the documents. The information may be formed by any known process capable of forming the indicium on the specific core material used.
To protect the information that is printed, an additional layer of transparent overlaminate can be coupled to the card blank and printed information, as is known by those skilled in the art. Illustrative examples of usable materials for overlaminates include biaxially oriented polyester or other optically clear durable plastic film.
In the production of images useful in the field of identification documentation, it may be desirable to embody into a document (such as an ID card, drivers license, passport or the like) data or indicia representative of the document issuer (e.g., an official seal, or the name or mark of a company or educational institution) and data or indicia representative of the document bearer (e.g., a photographic likeness, name or address). Typically, a pattern, logo or other distinctive marking representative of the document issuer will serve as a means of verifying the authenticity, genuineness or valid issuance of the document. A photographic likeness or other data or indicia personal to the bearer will validate the right of access to certain facilities or the prior authorization to engage in commercial transactions and activities.
Identification documents, such as ID cards, having printed background security patterns, designs or logos and identification data personal to the card bearer have been known and are described, for example, in U.S. Pat. No. 3,758,970, issued Sep. 18, 1973 to M. Annenberg; in Great Britain Pat. No. 1,472,581, issued to G. A. O. Gesellschaft Fur Automation Und Organisation mbH, published Mar. 10, 1976; in International Patent Application PCT/GB82/00150, published Nov. 25, 1982 as Publication No. WO 82/04149; in U.S. Pat. No. 4,653,775, issued Mar. 31, 1987 to T. Raphael, et al.; in U.S. Pat. No. 4,738,949, issued Apr. 19, 1988 to G. S. Sethi, et al.; and in U.S. Pat. No. 5,261,987, issued Nov. 16, 1993 to J. W. Luening, et al. All of the aforementioned documents are hereby incorporated by reference.
Printing Information onto ID Documents
The advent of commercial apparatus (printers) for producing dye images by thermal transfer has made relatively commonplace the production of color prints from electronic data acquired by a video camera. In general, this is accomplished by the acquisition of digital image information (electronic signals) representative of the red, green and blue content of an original, using color filters or other known means. Devices such as digital cameras, optical sensors, and scanners also can provide digital image information. The digital image information is utilized to print an image onto a data carrier. For example, information can be printed using a printer having a plurality of small heating elements (e.g., pins) for imagewise heating of each of a series of donor sheets (respectively, carrying diffuseable cyan, magenta and yellow dye). The donor sheets are brought into contact with an image-receiving element (which can, for example, be a substrate) which has a layer for receiving the dyes transferred imagewise from the donor sheets. Thermal dye transfer methods as aforesaid are known and described, for example, in U.S. Pat. No. 4,621,271, issued Nov. 4, 1986 to S. Brownstein and U.S. Pat. No. 5,024,989, issued Jun. 18, 1991 to Y. H. Chiang, et al. Each of these patents is hereby incorporated by reference.
Dye diffusion thermal transfer printing (“D2T2”) and thermal transfer (also referred to as mass transfer printing) are two printing techniques that have been used to print information on identification cards. For example, D2T2 has been used to print images and pictures, and thermal transfer has been used to print text, bar codes, and single color graphics.
D2T2 is a thermal imaging technology that allows for the production of photographic quality images. In D2T2 printing, one or more thermally transferable dyes (e.g., cyan, yellow, and magenta) are transferred from a donor, such as a donor dye sheet or a set of panels (or ribbons) that are coated with a dye (e.g., cyan, magenta, yellow, black, etc.) to a receiver sheet (which could, for example, be part of an ID document) by the localized application of heat or pressure, via a stylus or thermal printhead at a discrete point. When the dyes are transferred to the receiver, the dyes diffuse into the sheet (or ID card substrate), where the dyes will chemically be bound to the substrate or, if provided, to a receptor coating. Typically, printing with successive color panels across the document creates an image in or on the document's surface. D2T2 can result in a very high printing quality, especially because the energy applied to the thermal printhead can vary to vary the dye density in the image pixels formed on the receiver, to produce a continuous tone image. D2T2 can have an increased cost as compared to other methods, however, because of the special dyes needed and the cost of D2T2 ribbons. Also, the quality of D2T2-printed image may depend at least on an ability of a mechanical printer system to accurately spatially register a printing sequence, e.g., yellow, magenta, cyan, and black.
Another thermal imaging technology is thermal or mass transfer printing. With mass transfer printing, a material to be deposited on a receiver (such as carbon black (referred to by the symbol “K”)) is provided on a mass transfer donor medium. When localized heat is applied to the mass transfer donor medium, a portion (mass) of the material is physically transferred to the receiver, where it sits “on top of” the receiver. For example, mass transfer printing often is used to print text, bar codes, and monochrome images. Resin black mass transfer has been used to print grayscale pictures using a dithered gray scale, although the image can sometimes look coarser than an image produced using D2T2. However, mass transfer printing can sometimes be faster than D2T2, and faster printing can be desirable in some situations.
Printing of black (“K”) can be accomplished using either D2T2 or mass transfer. For example, black monochrome “K” mass transfer ribbons include Kr (which designates a thermal transfer ribbon) and Kd (which designates dye diffusion).
Both D2T2 and thermal ink have been combined in a single ribbon, which is the well-known YMCK (Yellow-Magenta-Cyan-Black) ribbon (the letter “K” is used to designate the color black in the printing industry). Another panel containing a protectant (“P”) or laminate (typically a clear panel) also can be added to the YMCK ribbon).
UV Security Features in ID Documents
One response to the problem of counterfeiting ID documents has involved the integration of verification features that are difficult to copy by hand or by machine, or which are manufactured using secure and/or difficult to obtain materials. One such verification feature is the use in the card of a signature of the card's issuer or bearer. Other verification features have involved, for example, the use of watermarks, biometric information, microprinting, covert materials or media (e.g., ultraviolet (UV) inks, infrared (IR) inks, fluorescent materials, phosphorescent materials), optically varying images, fine line details, validation patterns or marking, and polarizing stripes. These verification features are integrated into an identification card in various ways and they may be visible or invisible (covert) in the finished card. If invisible, they can be detected by viewing the feature under conditions which render it visible. At least some of the verification features discussed above have been employed to help prevent and/or discourage counterfeiting.
Covert security features are those features whose presence is not visible to the user without the use of special tools (e.g., UV or IR lights, digital watermark readers) or knowledge. In many instances, a covert security feature is normally invisible to a user. Some technologies that involve invisible features require the use of specialized equipment, such as a detector or a device capable of reading digital watermarks. One type of covert security feature is the printing of information (images, designs, logos, patterns, text, etc.) in a material that is not visible under normal lighting conditions, but can be viewed using a special non-visible light source, such as an ultraviolet (UV) or infrared (IR) light source. Use of UV and/or IR security features can be advantageous because although the devices (for example, UV and/or IR light sources) required to see and use such features are commonly available at a reasonable cost, the ability to manufacture and/or copy at least some implementations of such features is far less common and can be very costly. UV and IR based covert security features thus can help deter counterfeiters because the features cannot be copied by copiers or scanners and are extremely difficult to manufacture without the requisite know-how, equipment, and materials.
For example, the assignee of the present invention has developed and marketed a proprietary product called PolaPrime-UV™. PolaPrime-UV™ is a type of security feature. One application of PolaPrime-UV™ is for full color photo quality printing of fixed (i.e., not variable data) fluorescent images. The artwork that can be printed using PolaPrime-UV™ includes many images that can be produced with a combination of red, green, and blue phosphors. Under the appropriate light (e.g., a light source capable of providing UV light), the effect seen when viewing an image printed with PolaPrime-UV™ is similar in appearance to a television screen in that the image is formed by emission of light rather than reflection as with ink on paper. To date, PolaPrime-UV™ has been a reliable authenticator for genuine identification documents.
Printing of Covert Materials Such as UV
Many images, such as color images, are formed by subtractive techniques, e.g., light is passed through absorbing dyes and the combination of dyes produce an image by sequentially subtracting cyan, magenta, and yellow components to provide the full color image. In the case of a UV fluorescing image, the UV image is formed by light emitting from fluorescing dyes or pigments as they are activated by a UV light or energy source. A UV image can be imparted to an ID document via methods such as thermal transfer or D2T2.
Regardless of whether the UV materials are imparted via D2T2 or mass transfer panel, both panels produce transmissive images—the mass transfer panel produces a bitonal (e.g., two tones) image and the dye sublimation panel produces a monochromatic (or shaded) image.
For purposes of identification (e.g., of the bearer of an ID document or of the ID document itself), an ID document includes at least one image that is an “identification quality” likeness of the holder such that someone viewing the card can determine with reasonable confidence whether the holder of the card actually is the person whose image is on the card. “Identification quality” images, in at least one embodiment of the invention, include images that, when viewed using the proper facilitator (e.g., an appropriate light source for certain covert images, an appropriate temperature source for thermachromic images, etc.), provide a discernable image that is usable for identification or authentication purposes. To date, however, it has been very difficult to print images such as driver's license portraits with covert (i.e., not visible to an unaided human eye) materials/media such as UV, IR, thermachromic (materials whose appearance changes and/or becomes visible to a naked human eye with temperature), ferrofluids (materials whose appearance changes and/or becomes visible to a naked human eye upon application of a magnetic field) materials, where the quality of the covert image is sufficient to enable the image to be relied upon for identification or authentication. This can be especially difficult when attempting to print color images using covert materials.
Further, because of the enhanced security provided by the use of full color UV printing, such as is proposed in co-pending and commonly assigned U.S. patent application Ser. No. 10/330,032 (entitled “Covert Variable Information on Identification Documents and Methods of Making Same”, the contents of which are incorporated herein by reference), it would be advantageous to be able to print variable or personal UV information at the time of card personalization, in one, two, or three UV colors, especially images that have a high enough quality to be used for authentication and/or identification. It also would be advantageous if the same information could be printed in a visible and invisible (e.g., UV) form at substantially the same time or at substantially the same printing step, where the covert image would be “identification quality”.
In one embodiment of the invention, we provide methods by which one improves a digital image from which a covert image is formed. One aspect of our invention provides improvements to reduce a “washed-out” effect that can occur when a covert image that has been printed using a covert media such as UV ink, IR ink, thermachromic ink, inks comprising ferrofluids, and the like, is appropriately stimulated so as to cause the covert image to become visible. For example, such washed out effect can be seen when a UV or IR image fluoresces.
One problem that has prevented covert images such as UV or IR images from being “identification quality” is the problem of blurred image details. For example, a problem that can be associated with printing a UV covert image is that since the UV covert image 14 “glows” under appropriate UV stimulation, image details can be less apparent, blurred or can be completely lost. The UV glowing is capable of essentially “washing out” an image's perceptible crispness (e.g., similar to a situation in which a dimly lighted object is in proximity to a brightly lighted object). Similar problems can exist with IR glowing and with thermachromic inks. The inventors of the instant invention have found that image details can be enhanced to overcome this washout problem. In particular, in at least one embodiment of the invention, the inventors have found that it is possible to digitally process an image prior to printing to compensate for the glowing effect.
UV (and/or IR) image glow which washes out the details of a fluorescing UV (and/or IR) image can thus present a considerable problem in relying upon such covert images for identification. To create a discernable fluorescing image on an ID document (useful for identification and security checks), in accordance with one embodiment of the invention, the inventors have found that we can enhance the digital data that is used to create the UV image. Without the inventive enhancements described herein, for example if one simply prints the digital information as such from a digital camera or scanned image, etc., then one may get gets (when fluorescing) an image that may not as useful for security or identification purposes due to the washed out effect of the UV image. The details of our inventive techniques follow.
In a further embodiment of the invention, steganographic embedded code, such a digital watermark, can be provided in the covert image 14.
In one embodiment, the invention provides a method of processing a digital image that is to be printed on a surface of an identification document as covert image. At least one of edges and boundaries within the image is detected, the detected edges or boundaries forming an intermediate image. The edges or boundaries within the intermediate image are emphasized.
In one embodiment, the invention provides a method of providing a covert image to an identification document. Contrast is increased in at least a portion of the digital image. The contrast-increased portion of the digital image is dithered. The dithered image is transferred to the identification document.
In one embodiment, the invention provides and identification document comprising a core layer and a cover image printed to the core layer. The core layer comprises a core material capable of having printed thereon an image formed using a covert medium. The cover image is formed by providing a digital image that is to be used as a model to generate the covert image, increasing the contrast in the digital image, detecting edges or boundaries within the digital image, the detected edges or boundaries forming an intermediate image, emphasizing the edges or boundaries within the intermediate image, and printing the emphasized intermediate image in a covert medium on the core layer.
The foregoing and other features and advantages of the present invention will be even more readily apparent from the following Detailed Description, which proceeds with reference to the accompanying drawings and the claims.
The advantages, features, and aspects of embodiments of the invention will be more fully understood in conjunction with the following detailed description and accompanying drawings, wherein:
a-5g are exemplary images illustrating an inventive aspect of the present invention) (
a is a photographic color image including a headshot of a human subject;
b illustrates the image of
c emphasizes the horizontal edges of the
d emphasizes the vertical edges of the
e illustrates a composite image of
f illustrates a binaryized version of
g illustrates an inverted version of
Of course, the drawings are not necessarily drawn to scale, with emphasis rather being placed upon illustrating the principles of the invention. In the drawings, like reference numbers indicate like elements or steps.
In the foregoing discussion, the use of the word “ID document” is broadly defined and intended to include all types of ID documents, including (but not limited to), documents, magnetic disks, credit cards, bank cards, phone cards, stored value cards, prepaid cards, smart cards (e.g., cards that include one more semiconductor chips, such as memory devices, microprocessors, and microcontrollers), contact cards, contactless cards, proximity cards (e.g., radio frequency (RFID) cards), passports, driver's licenses, network access cards, employee badges, debit cards, security cards, visas, immigration documentation, national ID cards, citizenship cards, social security cards, security badges, certificates, identification cards or documents, voter registration and/or identification cards, police ID cards, border crossing cards, security clearance badges and cards, legal instruments, gun permits, badges, gift certificates or cards, membership cards or badges, and tags. Also, the terms “document,” “card,” “badge” and “documentation” are used interchangeably throughout this patent application.). In at least some aspects of the invention, ID document can include any item of value (e.g., currency, bank notes, and checks) where authenticity of the item is important and/or where counterfeiting or fraud is an issue.
In addition, in the foregoing discussion, “identification” at least refers to the use of an ID document to provide identification and/or authentication of a user and/or the ID document itself. For example, in a conventional driver's license, one or more portrait images on the card are intended to show a likeness of the authorized holder of the card. For purposes of identification, at least one portrait on the card (regardless of whether or not the portrait is visible to a human eye without appropriate stimulation) preferably shows an “identification quality” likeness of the holder such that someone viewing the card can determine with reasonable confidence whether the holder of the card actually is the person whose image is on the card. “Identification quality” images, in at least one embodiment of the invention, include covert images that, when viewed using the proper facilitator (e.g., an appropriate light or temperature source), provide a discernable image that is usable for identification or authentication purposes.
There are a number of reasons why an image or information on an ID document might not qualify as an “identification quality” image. Images that are not “identification quality” may be too faint, blurry, coarse, small, etc., to be able to be discernable enough to serve an identification purpose. An image that might not be sufficient as an “identification quality” image, at least in some environments, could, for example, be an image that consists of a mere silhouette of a person, or an outline that does not reveal what might be considered essential identification essential (e.g. hair or eye color) of an individual.
Of course, it is appreciated that certain images may be considered to be “identification quality” if the images are machine readable or recognizable, even if such images do not appear to be “identification quality” to a human eye, whether or not the human eye is assisted by a particular piece of equipment, such as a special light source. For example, in at least one embodiment of the invention, an image or data on an ID document can be considered to be “identification quality” if it has embedded in it machine-readable information (such as digital watermarks or steganographic information) that also facilitate identification and/or authentication.
Further, in at least some embodiments, “identification” and “authentication” are intended to include (in addition to the conventional meanings of these words), functions such as recognition, information, decoration, and any other purpose for which an indicia can be placed upon an article in the article's raw, partially prepared, or final state. Also, instead of ID documents, the inventive techniques can be employed with product tags, product packaging, business cards, bags, charts, maps, labels, etc., etc., particularly those items including marking of an laminate or over-laminate structure. The term ID document thus is broadly defined herein to include these tags, labels, packaging, cards, etc.
“Personalization”, “Personalized data” and “variable” data are used interchangeably herein, and refer at least to data, images, and information that are “personal to” or “specific to” a specific cardholder or group of cardholders. Personalized data can include data that is unique to a specific cardholder (such as biometric information, image information, serial numbers, Social Security Numbers, privileges a cardholder may have, etc.), but is not limited to unique data. Personalized data can include some data, such as birthdate, height, weight, eye color, address, etc., that are personal to a specific cardholder but not necessarily unique to that cardholder (for example, other cardholders might share the same personal data, such as birthdate). In at least some embodiments of the invention, personal/variable data can include some fixed data, as well. For example, in at least some embodiments, personalized data refers to any data that is not pre-printed onto an ID document in advance, so such personalized data can include both data that is cardholder-specific and data that is common to many cardholders. Variable data can, for example, be printed on an information-bearing layer of the ID card using thermal printing ribbons and thermal printheads.
Image Processing
In one embodiment of the invention, the inventors have found that different image processing techniques are used to preprocess an original image that is to be printed as a covert image (using, for example, a covert media) depending on whether the tonality of image reproduction (e.g., printing process) is bitonal (e.g., two tones such as black and white or a first color and second color) or monochromatic (e.g., shaded image, grayscale, etc.). The inventors also note that other optional factors to consider include the viewing methods used with the image, such as reflectance, transmissive characteristics (e.g., as discussed above with the UV glowing) and tactility.)
For the methods discussed below, assume that an image is in digital form, such as resulting from being digitally captured, e.g., via a digital camera, optical sensor, etc., or through scanning a photograph with a scanner, etc. In at least some embodiments of the invention, we provide methods to refine this captured image to produce an intermediate image, which can be transferred or printed (or used to generate an image to be transferred or printed) to the identification document as covert image 14.
Mass Transfer Images
In one embodiment, the invention provide a method that can be particularly well suited for producing bitonal images (e.g., black and white images), such as produced through mass-transfer thermal printing and Laser Xerography. Generally, in this embodiment, we process a captured image to bring-out or otherwise enhance relevant features found in the captured image. Relevant features of a human face may include the face outline, nose and mouth pattern, ear outline, eye shape, eye location hairline and shape, etc., or any other feature(s) that have been deemed to be relevant for identification purposes (e.g., particular features used with matching algorithms such as facial recognition algorithms). Once identified, these featured can be “thickened” or otherwise emphasized. The emphasized features can then form a digital version of a covert image, which can be transferred to an identification card.
The following discussion proceeds with reference to the accompanying flow diagrams and Figures and images (
We note that in an alternative embodiment, the identification document 8 need not include all three of the images 10, 12, and 14. For example, in one embodiment, the identification document 8 can only include covert image 14. In another embodiment, the identification document includes both covert image 14 and image 10. (Note that
In one embodiment of the invention, covert image 14 is an ultraviolet (UV) image, meaning that it glows (e.g., visibly fluoresces or emits radiation) in response to appropriate UV stimulation. (In some implementation, the UV fluoresces in the UV spectrum upon excitation with visible light.). Covert image 14 is generally imperceptible under normal (e.g., non-ultraviolet or non-angle) viewing conditions
In one embodiment of the invention, covert image 14 is an infrared (IR) image, meaning that it glows (e.g., visibly fluoresces or emits radiation) in response to appropriate IR stimulation. In one embodiment of the invention, covert image 14 is a thermachromic image, meaning that it becomes visible only when the image (or entire ID document 8) is subject to a predetermined change in temperature, such as by heating or cooling. In one embodiment of the invention, covert image 14 is an optically variable image, meaning that covert image 14 is most visible when viewed at an angle. In one embodiment of the invention, covert image 14 is formed using a material such as a ferrofluid (available from FeroTec of Nashua, N.H.). Ferrofluids are responsive to magnetic fields, and we anticipate that ferrofluids can be used to produce covert images that become visible when an appropriate magnetic field is applied to the ferrofluid.
In one embodiment of the invention, covert image 14 is a combination of any one or more of UV, IR, thermachromic, ferrofluidic, and/or optically variable images. For example, covert image 14 can be both a UV and a thermachromic image by printing the card area, using the methods described herein, with both UV and thermachromic inks, meaning that when subject to appropriate stimulation, the normally “blank” area of the card will display either a UV image (if appropriate UV stimulation is provided) or a thermachromic image (if appropriate temperature is provided). Those skilled in the art will appreciate that many combinations are possible. It is even envisioned that combination type inks, such as UV thermachromic inks (meaning inks that, to display an image, require both UV and appropriate temperature), the methods described herein will be usable with such inks.
In addition, it should be noted that although
We analyze the contrast-enhanced image to identify or detect edges and/or boundaries within the image in step 24. As noted, eyes, nose and mouth often include prominent edges. Our preferred edge detection algorithm is the Sobel algorithm, however, we note that many other conventional algorithms such as other gradient-based edge detection algorithms (e.g., Roberts, Prewitt), Laplacian (e.g., Morrs-Hildreth) and the Canny edge algorithm can be suitably interchanged with this aspect of the present invention, as will be appreciated by those skilled in the art. Such algorithms are described, for example, in Alan Watt and Fabio Policarpo, The Computer Image, (Addison Wesley 1998) at p. 247-249, and also in many U.S. patent documents, such as U.S. Pat. Nos. 6,526,161 and 4,443,438 which are incorporated herein by reference. The results of an edge detector produce an outline-like image, which highlights the edges (or maybe just the significant edges) of the monochromatic image. If using a Sobel algorithm, or another algorithm that produces multiple planes, a horizontal edge plane (
The composite image is then smeared, thickened or otherwise emphasized in step 28 (
In one embodiment of the invention, this thickened image (
We have found that the method of
An alternative implementation of the invention is discussed with reference to
Referring again to
The composite image of step 36 is used to guide printing (step 38). In some implementations we convert the composite image into a binaryized or bitonal image (e.g.,
Monochromatic
With reference to
In one embodiment of the invention, we embed a steganographic code into the covert image 14. For example, steganographic code can be embedded into a covert UV image 14. The code can be embedded in the master image, e.g., image 5g. Or the code can be embedded in perceptually significant features, e.g., facial outlines, hair, etc. that are able to survive the processing of
One form of steganographic encoding is digital watermarking. Digital watermarking is a process for modifying physical or electronic media to embed a machine-readable code into the media. The media may be modified such that the embedded code is imperceptible or nearly imperceptible to the user, yet may be detected through an automated detection process. In some embodiments, the identification document includes two or more digital watermarks.
Digital watermarking systems typically have two primary components: an encoder that embeds the digital watermark in a host media signal, and a decoder that detects and reads the embedded digital watermark from a signal suspected of containing a digital watermark (a suspect signal). The encoder embeds a digital watermark by altering the host media signal. The reading component analyzes a suspect signal to detect whether a digital watermark is present. In applications where the digital watermark encodes information, the reader extracts this information from the detected digital watermark. The reading component can be hosted on a wide variety of tethered or wireless reader devices, from conventional PC-connected cameras and computers to fully mobile readers with built-in displays. By imaging a watermarked surface of the card, the watermark's “payload” can be read and decoded by this reader.
Several particular digital watermarking techniques have been developed. The reader is presumed to be familiar with the literature in this field. Some techniques for embedding and detecting imperceptible watermarks in media signals are detailed in the assignee's co-pending U.S. patent application Ser. No. 09/503,881, U.S. Pat. No. 6,122,403 and PCT patent application PCT/US02/20832, which are each herein incorporated by reference.
Returning to the present implementation, in accordance with this embodiment of the invention, a digital watermark is embedded in the covert image 14. For purposes of illustration, assume that the covert image 14 is a UV image printed in accordance with any of the methods of
In one embodiment, the watermark embedded in the covert image 14 may include a payload or message. The message may correspond, e.g., to the ID document number, printed information, issuing authority, biometric information of the bearer, and/or database record, etc. The watermark embedded in the covert image 14 may also include an orientation component, to help resolve image distortion such as rotation, scaling and translation. In at least one embodiment of the invention, we embed two or more watermarks in the OVD image.
In further embodiments, the watermark embedded in the covert image 14 corresponds to information printed on the ID document, or to information carried by a second watermark embedded elsewhere on the ID document (e.g., background pattern, image 10, etc.). More techniques for digital watermarks and ID cards can be found in Digimarc's U.S. Provisional Patent application No. 60/421,254, U.S. patent application Ser. No. 10/094,593, and in U.S. Pat. No. 5,841,886. Each of these patent documents is incorporated herein by reference. We expressly contemplate that the techniques disclosed in this application can be combined with the aspects of the present invention.
Concluding Remarks
Having described and illustrated the principles of the technology with reference to specific implementations, it will be recognized that the technology can be implemented in many other, different, forms, and in many different environments.
The technology disclosed herein can be used in combination with other technologies. Also, instead of ID documents, the inventive techniques can be employed with product tags, product packaging, labels, business cards, bags, charts, smart cards, maps, labels, etc., etc. The term ID document is broadly defined herein to include these tags, maps, labels, packaging, cards, etc.
It should be appreciated that while
It should be understood that while our some of our detailed embodiments described herein use UV inks and/or dyes by way of example, the present invention is not so limited. Our inventive techniques and methods will improve the visibility and crispness of infrared and other fluorescing images as well. The inventive techniques and methods can improve the visibility and crispness of thermachromic inks and resins (i.e., inks and resins whose appearance changes and/or becomes visible with temperature changes). Moreover, our inventive techniques are useful for preprocessing images destined for ID documents using various printing processes including, but not limited to, dye infusion, mass-transfer, laser xerography, ink jet, wax transfer, variable dot transfer, and other printing methods by which a fluorescing image can be formed.
It should be appreciated that the methods described above with respect to
To provide a comprehensive disclosure without unduly lengthening the specification, applicants hereby incorporate by reference each of the U.S. patent documents referenced above.
The technology and solutions disclosed herein have made use of elements and techniques known from the cited documents. Other elements and techniques from the cited documents can similarly be combined to yield further implementations within the scope of the present invention. Thus, for example, single-bit watermarking can be substituted for multi-bit watermarking, technology described as using imperceptible watermarks or encoding can alternatively be practiced using visible watermarks (glyphs, etc.) or other encoding, local scaling of watermark energy can be provided to enhance watermark signal-to-noise ratio without increasing human perceptibility, various filtering operations can be employed to serve the functions explained in the prior art, watermarks can include subliminal graticules to aid in image re-registration, encoding may proceed at the granularity of a single pixel (or DCT coefficient), or may similarly treat adjoining groups of pixels (or DCT coefficients), the encoding can be optimized to withstand expected forms of content corruption, etc. Thus, the exemplary embodiments are only selected samples of the solutions available by combining the teachings referenced above.
The other solutions necessarily are not exhaustively described herein, but are fairly within the understanding of an artisan given the foregoing disclosure and familiarity with the cited art. The particular combinations of elements and features in the above-detailed embodiments are exemplary only; the interchanging and substitution of these teachings with other teachings in this and the incorporated-by-reference patent documents are also expressly contemplated.
This application claims the priority of the following United States Provisional Applications: Image Processing Techniques for Printing Identification Cards and Documents (Application No. 60/371,335,—Inventors: Nelson T. Schneck and Charles Duggan, filed Apr. 9, 2002); andMethods of Providing Optical Variable Device for Identification Documents (Application No. 60/429,115, filed Nov. 25, 2002—Inventors: Nelson T. Schneck, Charles R. Duggan, Robert Jones, and Daoshen Bi). This application is also related to the following U.S. patent applications: Use of Pearlescent and Other Pigments to Create Security Documents (application Ser. No. 09/969,020, Inventors Bentley Bloomberg and Robert L. Jones, filed Oct. 2, 2001);Identification Card Printed With Jet Inks and Systems and Methods of Making Same (application Ser. No. 10/289,962, Inventors Robert Jones, Dennis Mailloux, and Daoshen Bi, filed Nov. 6, 2002);Contact Smart Cards Having a Document Core, Contactless Smart Cards Including Multi-Layered Structure, PET-Based Identification Document, and Methods of Making Same (application Ser. No. 10/329,318, filed Dec. 23, 2002—Inventors Robert Jones, Joseph Anderson, Daoshen Bi, Thomas Regan, and Dennis Mailloux,);Ink with Cohesive Failure and Identification Document Including Same (application Ser. No. 10/329,315, filed Dec. 23, 2002—Inventors Robert Jones and Bentley Bloomberg);Laser Engraving Methods and Compositions, and Articles Having Laser Engraving Thereon (application Ser. No. 10/326,886, filed Dec. 20, 2002—Inventors Brian Labrec and Robert Jones);Multiple Image Security Features for Identification Documents and Methods of Making Same (application Ser. No. 10/325,434, filed Dec. 18, 2002—Inventors Brian Labrec, Joseph Anderson, Robert Jones, and Danielle Batey);Covert Variable Information on Identification Documents and Methods of Making Same (application Ser. No. 10/330,032, filed Dec. 24, 2002—Inventors: Robert Jones and Daoshen Bi);Systems, Compositions, and Methods for Full Color Laser Engraving of ID Documents (application Ser. No. 10/330,034, filed Dec. 24, 2002—Inventor Robert Jones); andLaser Etched Security Features for Identification Documents and Methods of Making Same (application Ser. No. 10,330,033, filed Dec. 24, 2002—Inventors George Theodossiou and Robert Jones). The present invention is also related to the following provisional applications: Identification Document and Related Methods (Application No. 60/421,254,—Inventors: Geoff Rhoads, et al);Identification Document and Related Methods (Application No. 60/418,762,—Inventors: Geoff Rhoads, et al);Shadow Reduction System and Related Techniques for Digital Image Capture (Application No. 60/410,544, filed Sep. 13, 2002—Inventors: Scott D. Haigh and Tuan A. Hoang). Systems and Methods for Recognition of Individuals Using Combination of Biometric Techniques (Application No. 60/418,129, filed Oct. 11, 2002—Inventors James V. Howard and Francis Frazier); Systems and Methods for Managing and Detecting Fraud in Image Databases Used With Identification Documents (Application No. 60/429,501, filed Nov. 26, 2003-Inventors James V. Howard and Francis Frazier);Enhanced Shadow Reduction System and Related Technologies for Digital Image Capture (Application No. 60/447,502, filed Feb. 13, 2003—Inventors Scott D. Haigh, Tuan A. Hoang, Charles R. Duggan, David Bohaker, and Leo M. Kenen);Integrating and Enhancing Searching of Media Content and Biometric Databases (Application No. 60/451,840, filed Mar. 3, 2003); andOptically Variable Devices with Embedded Data for Authentication of Identity Documents (Application No. 60/459,284, filed Mar. 31, 2003—Inventor Robert Jones). The present invention is also related to U.S. patent application Ser. No. 09/747,735, filed Dec. 22, 2000, and Ser. No. 09/602,313, filed Jun. 23, 2000, as well as U.S. Pat. No. 6,066,594. Each of the above U.S. Patent documents is herein incorporated by reference in its entirety.
| Number | Name | Date | Kind |
|---|---|---|---|
| 2815310 | Anderson | Dec 1957 | A |
| 2957830 | Goldberg | Oct 1960 | A |
| 3153166 | Thornton, Jr. et al. | Oct 1964 | A |
| 3225457 | Schure | Dec 1965 | A |
| 3238595 | Schwartz | Mar 1966 | A |
| 3413171 | Hannon | Nov 1968 | A |
| 3496262 | Long et al. | Feb 1970 | A |
| 3571957 | Cumming et al. | Mar 1971 | A |
| 3582439 | Thomas | Jun 1971 | A |
| 3601913 | Pollock | Aug 1971 | A |
| 3614430 | Berler | Oct 1971 | A |
| 3614839 | Thomas | Oct 1971 | A |
| 3640009 | Komiyama | Feb 1972 | A |
| 3647275 | Ward | Mar 1972 | A |
| 3758970 | Annenberg | Sep 1973 | A |
| 3802101 | Scantlin | Apr 1974 | A |
| 3860558 | Klemchuk | Jan 1975 | A |
| 3914484 | Creegan et al. | Oct 1975 | A |
| 3929701 | Hall | Dec 1975 | A |
| 3932036 | Ueda et al. | Jan 1976 | A |
| 3949501 | Andrews et al. | Apr 1976 | A |
| 3953869 | Lo et al. | Apr 1976 | A |
| 3961956 | Fukuda et al. | Jun 1976 | A |
| 3975291 | Claussen et al. | Aug 1976 | A |
| 3987711 | Silver | Oct 1976 | A |
| 4035740 | Schafer et al. | Jul 1977 | A |
| 4051374 | Drexhage et al. | Sep 1977 | A |
| 4072911 | Walther et al. | Feb 1978 | A |
| 4082873 | Williams | Apr 1978 | A |
| 4096015 | Kawamata et al. | Jun 1978 | A |
| 4100509 | Walther et al. | Jul 1978 | A |
| 4104555 | Heming | Aug 1978 | A |
| 4119361 | Greenway | Oct 1978 | A |
| 4121003 | Williams | Oct 1978 | A |
| 4131337 | Moraw et al. | Dec 1978 | A |
| 4155618 | Regnault et al. | May 1979 | A |
| 4171766 | Ruell | Oct 1979 | A |
| 4183989 | Tooth | Jan 1980 | A |
| 4184701 | Franklin et al. | Jan 1980 | A |
| 4256900 | Raue | Mar 1981 | A |
| 4270130 | Houle et al. | May 1981 | A |
| 4271395 | Brinkmann et al. | Jun 1981 | A |
| 4274062 | Brinkmann et al. | Jun 1981 | A |
| 4289957 | Neyroud et al. | Sep 1981 | A |
| 4301091 | Scieder et al. | Nov 1981 | A |
| 4304809 | Moraw et al. | Dec 1981 | A |
| 4313984 | Moraw et al. | Feb 1982 | A |
| 4317782 | Eckstein et al. | Mar 1982 | A |
| 4324421 | Moraw et al. | Apr 1982 | A |
| 4326066 | Eckstein et al. | Apr 1982 | A |
| 4338258 | Brinkwerth et al. | Jul 1982 | A |
| 4356052 | Moraw et al. | Oct 1982 | A |
| 4359633 | Bianco | Nov 1982 | A |
| 4360548 | Skees | Nov 1982 | A |
| 4384973 | Harhnisch | May 1983 | A |
| 4415225 | Benton et al. | Nov 1983 | A |
| 4417784 | Knop et al. | Nov 1983 | A |
| 4428997 | Shulman | Jan 1984 | A |
| 4443438 | Kasamatsu et al. | Apr 1984 | A |
| 4450024 | Haghiri-Tehrani et al. | May 1984 | A |
| 4467209 | Maurer et al. | Aug 1984 | A |
| 4468468 | Benninghoven et al. | Aug 1984 | A |
| 4506148 | Berthold et al. | Mar 1985 | A |
| 4507346 | Maurer et al. | Mar 1985 | A |
| 4510311 | Eckstein | Apr 1985 | A |
| 4522881 | Kobayashi et al. | Jun 1985 | A |
| 4523777 | Holbein et al. | Jun 1985 | A |
| 4527059 | Benninghoven et al. | Jul 1985 | A |
| 4529992 | Ishida et al. | Jul 1985 | A |
| 4544181 | Maurer et al. | Oct 1985 | A |
| 4551265 | Brinkwerth et al. | Nov 1985 | A |
| 4568824 | Gareis et al. | Feb 1986 | A |
| 4579754 | Maurer et al. | Apr 1986 | A |
| 4590366 | Rothfjell | May 1986 | A |
| 4596409 | Holbein et al. | Jun 1986 | A |
| 4597592 | Maurer et al. | Jul 1986 | A |
| 4597593 | Maurer | Jul 1986 | A |
| 4599259 | Kobayashi et al. | Jul 1986 | A |
| 4617216 | Haghiri-Tehrani et al. | Oct 1986 | A |
| 4621271 | Brownstein | Nov 1986 | A |
| 4627997 | Ide | Dec 1986 | A |
| 4629215 | Maurer et al. | Dec 1986 | A |
| 4638289 | Zottnik | Jan 1987 | A |
| 4652722 | Stone et al. | Mar 1987 | A |
| 4653775 | Rapheal et al. | Mar 1987 | A |
| 4653862 | Morozumi | Mar 1987 | A |
| 4654290 | Spanjer | Mar 1987 | A |
| 4656585 | Stephenson | Apr 1987 | A |
| 4663518 | Borror et al. | May 1987 | A |
| 4670882 | Telle et al. | Jun 1987 | A |
| 4672891 | Maurer et al. | Jun 1987 | A |
| 4675746 | Tetrick et al. | Jun 1987 | A |
| 4687526 | Wilfert | Aug 1987 | A |
| 4689477 | Goldman | Aug 1987 | A |
| 4709384 | Schiller | Nov 1987 | A |
| 4711690 | Haghiri-Tehrani | Dec 1987 | A |
| 4732410 | Holbein et al. | Mar 1988 | A |
| 4735670 | Maurer et al. | Apr 1988 | A |
| 4738949 | Sethi et al. | Apr 1988 | A |
| 4748452 | Maurer | May 1988 | A |
| 4751525 | Robinson | Jun 1988 | A |
| 4754128 | Takeda et al. | Jun 1988 | A |
| 4765656 | Becker et al. | Aug 1988 | A |
| 4766026 | Lass et al. | Aug 1988 | A |
| 4773677 | Plasse | Sep 1988 | A |
| 4790566 | Bossier et al. | Dec 1988 | A |
| 4803114 | Schledorn | Feb 1989 | A |
| 4816372 | Schenk et al. | Mar 1989 | A |
| 4816374 | Lecompte | Mar 1989 | A |
| 4822973 | Fahner et al. | Apr 1989 | A |
| 4841134 | Hida et al. | Jun 1989 | A |
| 4859361 | Reilley et al. | Aug 1989 | A |
| 4861620 | Azuma et al. | Aug 1989 | A |
| 4866025 | Byers et al. | Sep 1989 | A |
| 4866027 | Henzel | Sep 1989 | A |
| 4869946 | Clay | Sep 1989 | A |
| 4871714 | Byers et al. | Oct 1989 | A |
| 4876234 | Henzel | Oct 1989 | A |
| 4876237 | Byers et al. | Oct 1989 | A |
| 4878167 | Kapulka et al. | Oct 1989 | A |
| 4879747 | Leighton et al. | Nov 1989 | A |
| 4889749 | Ohashi et al. | Dec 1989 | A |
| 4891351 | Byers et al. | Jan 1990 | A |
| 4894110 | Lass et al. | Jan 1990 | A |
| 4931793 | Fuhrmann et al. | Jun 1990 | A |
| 4935335 | Fotland | Jun 1990 | A |
| 4959406 | Foltin et al. | Sep 1990 | A |
| 4964066 | Yamane et al. | Oct 1990 | A |
| 4968063 | McConville et al. | Nov 1990 | A |
| 4972476 | Nathans | Nov 1990 | A |
| 4990759 | Gloton et al. | Feb 1991 | A |
| 4994831 | Marandi | Feb 1991 | A |
| 4999065 | Wilfter | Mar 1991 | A |
| 5005872 | Lass et al. | Apr 1991 | A |
| 5005873 | West | Apr 1991 | A |
| 5006503 | Byers et al. | Apr 1991 | A |
| 5011816 | Byers et al. | Apr 1991 | A |
| 5013900 | Hoppe | May 1991 | A |
| 5024989 | Chiang et al. | Jun 1991 | A |
| 5051147 | Anger | Sep 1991 | A |
| 5058926 | Drower | Oct 1991 | A |
| 5060981 | Fossum et al. | Oct 1991 | A |
| 5061341 | Kildal et al. | Oct 1991 | A |
| 5066947 | Du Castel | Nov 1991 | A |
| 5075195 | Babler et al. | Dec 1991 | A |
| 5079411 | Lee | Jan 1992 | A |
| 5087507 | Heinzer | Feb 1992 | A |
| 5089350 | Talvalkar et al. | Feb 1992 | A |
| 5099422 | Foresman et al. | Mar 1992 | A |
| 5100711 | Satake et al. | Mar 1992 | A |
| 5113445 | Wang | May 1992 | A |
| 5122813 | Lass et al. | Jun 1992 | A |
| 5128779 | Mallik | Jul 1992 | A |
| 5128859 | Carbone et al. | Jul 1992 | A |
| 5138070 | Berneth | Aug 1992 | A |
| 5138604 | Umeda et al. | Aug 1992 | A |
| 5156938 | Foley et al. | Oct 1992 | A |
| 5157424 | Craven et al. | Oct 1992 | A |
| 5169155 | Soules et al. | Dec 1992 | A |
| 5169707 | Faykish et al. | Dec 1992 | A |
| 5171625 | Newton | Dec 1992 | A |
| 5172281 | Ardis et al. | Dec 1992 | A |
| 5173840 | Kodai et al. | Dec 1992 | A |
| 5179392 | Kawaguchi | Jan 1993 | A |
| 5180309 | Egnor | Jan 1993 | A |
| 5191522 | Bosco et al. | Mar 1993 | A |
| 5201044 | Frey, Jr. et al. | Apr 1993 | A |
| 5208450 | Uenishi et al. | May 1993 | A |
| 5212030 | Figov | May 1993 | A |
| 5215864 | Laakmann | Jun 1993 | A |
| 5216543 | Calhoun | Jun 1993 | A |
| 5224173 | Kuhns et al. | Jun 1993 | A |
| 5233513 | Doyle | Aug 1993 | A |
| 5237164 | Takada | Aug 1993 | A |
| 5243524 | Ishida et al. | Sep 1993 | A |
| 5249546 | Pennelle | Oct 1993 | A |
| 5250492 | Dotson et al. | Oct 1993 | A |
| 5261987 | Luening et al. | Nov 1993 | A |
| 5267755 | Yamaguchi et al. | Dec 1993 | A |
| 5270526 | Yoshihara | Dec 1993 | A |
| 5272039 | Yoerger | Dec 1993 | A |
| 5276478 | Morton | Jan 1994 | A |
| 5284364 | Jain | Feb 1994 | A |
| 5294774 | Stone | Mar 1994 | A |
| 5294944 | Taekyama et al. | Mar 1994 | A |
| 5298922 | Merkle et al. | Mar 1994 | A |
| 5301981 | Nesis | Apr 1994 | A |
| 5304513 | Haghiri-Tehrani et al. | Apr 1994 | A |
| 5304789 | Lob et al. | Apr 1994 | A |
| 5308736 | Defieuw et al. | May 1994 | A |
| 5317503 | Inoue | May 1994 | A |
| 5319453 | Copriviza et al. | Jun 1994 | A |
| 5321751 | Ray et al. | Jun 1994 | A |
| 5334573 | Schild | Aug 1994 | A |
| 5336657 | Egashira et al. | Aug 1994 | A |
| 5337361 | Wang et al. | Aug 1994 | A |
| 5351302 | Leighton et al. | Sep 1994 | A |
| 5374675 | Planchetta et al. | Dec 1994 | A |
| 5379345 | Greenberg | Jan 1995 | A |
| 5380044 | Aitkens | Jan 1995 | A |
| 5380695 | Chiang et al. | Jan 1995 | A |
| 5384846 | Berson et al. | Jan 1995 | A |
| 5386566 | Harmanaka et al. | Jan 1995 | A |
| 5387013 | Yamauchi et al. | Feb 1995 | A |
| 5393099 | D'Amato | Feb 1995 | A |
| 5394555 | Hunter et al. | Feb 1995 | A |
| 5396559 | McGrew | Mar 1995 | A |
| 5409797 | Hosoi et al. | Apr 1995 | A |
| 5410142 | Tsuboi et al. | Apr 1995 | A |
| 5421619 | Dyball | Jun 1995 | A |
| 5421869 | Gundjian et al. | Jun 1995 | A |
| 5422213 | Yu et al. | Jun 1995 | A |
| 5422230 | Boggs et al. | Jun 1995 | A |
| 5424119 | Phillips et al. | Jun 1995 | A |
| 5432864 | Lu et al. | Jul 1995 | A |
| 5434994 | Shaheen et al. | Jul 1995 | A |
| 5435599 | Bernecker | Jul 1995 | A |
| 5436970 | Ray et al. | Jul 1995 | A |
| 5446659 | Yamawaki | Aug 1995 | A |
| 5449200 | Andric et al. | Sep 1995 | A |
| 5450504 | Calia | Sep 1995 | A |
| 5451478 | Boggs et al. | Sep 1995 | A |
| 5454598 | Wicker | Oct 1995 | A |
| 5455947 | Suzuki et al. | Oct 1995 | A |
| 5458713 | Ojster | Oct 1995 | A |
| 5463212 | Oshima et al. | Oct 1995 | A |
| 5466012 | Puckett et al. | Nov 1995 | A |
| 5471533 | Wang et al. | Nov 1995 | A |
| 5474875 | Loerzer et al. | Dec 1995 | A |
| 5483442 | Black et al. | Jan 1996 | A |
| 5483632 | Kuwamoto et al. | Jan 1996 | A |
| 5489639 | Faber et al. | Feb 1996 | A |
| 5490217 | Wang et al. | Feb 1996 | A |
| 5499330 | Lucas et al. | Mar 1996 | A |
| 5504674 | Chen et al. | Apr 1996 | A |
| 5505494 | Belluci et al. | Apr 1996 | A |
| 5509693 | Kohls | Apr 1996 | A |
| 5514860 | Berson | May 1996 | A |
| 5516362 | Gundjian et al. | May 1996 | A |
| 5522623 | Soules et al. | Jun 1996 | A |
| 5523125 | Kennedy et al. | Jun 1996 | A |
| 5523942 | Tyler et al. | Jun 1996 | A |
| 5524489 | Twigg | Jun 1996 | A |
| 5525403 | Kawabata et al. | Jun 1996 | A |
| 5529345 | Kohls | Jun 1996 | A |
| 5532104 | Goto | Jul 1996 | A |
| 5534372 | Koshizuka et al. | Jul 1996 | A |
| 5550346 | Andriash et al. | Aug 1996 | A |
| 5550976 | Henderson et al. | Aug 1996 | A |
| 5560799 | Jacobsen | Oct 1996 | A |
| 5573584 | Ostertag et al. | Nov 1996 | A |
| 5576377 | El Sayed et al. | Nov 1996 | A |
| 5579694 | Mailloux | Dec 1996 | A |
| 5586310 | Sharman | Dec 1996 | A |
| 5629093 | Bischof et al. | May 1997 | A |
| 5629512 | Haga | May 1997 | A |
| 5633119 | Burberry et al. | May 1997 | A |
| 5635012 | Belluci et al. | Jun 1997 | A |
| 5636292 | Rhoads | Jun 1997 | A |
| 5637447 | Dickerson et al. | Jun 1997 | A |
| 5638508 | Kanai et al. | Jun 1997 | A |
| 5639819 | Farkas et al. | Jun 1997 | A |
| 5646997 | Barton | Jul 1997 | A |
| 5652626 | Kawakami et al. | Jul 1997 | A |
| 5654105 | Obringer et al. | Aug 1997 | A |
| 5658411 | Faykish | Aug 1997 | A |
| 5659726 | Sandford, II et al. | Aug 1997 | A |
| 5667716 | Ziolo et al. | Sep 1997 | A |
| 5669995 | Hong | Sep 1997 | A |
| 5671005 | McNay et al. | Sep 1997 | A |
| 5681356 | Barak et al. | Oct 1997 | A |
| 5683774 | Faykish et al. | Nov 1997 | A |
| 5688738 | Lu | Nov 1997 | A |
| 5689706 | Rao et al. | Nov 1997 | A |
| 5691757 | Hayashihara et al. | Nov 1997 | A |
| 5694471 | Chen et al. | Dec 1997 | A |
| 5696705 | Zykan | Dec 1997 | A |
| 5697006 | Taguchi et al. | Dec 1997 | A |
| 5698296 | Dotson et al. | Dec 1997 | A |
| 5700037 | Keller | Dec 1997 | A |
| 5710834 | Rhoads | Jan 1998 | A |
| 5712731 | Drinkwater et al. | Jan 1998 | A |
| 5714291 | Marinello et al. | Feb 1998 | A |
| 5717018 | Magerstedt et al. | Feb 1998 | A |
| 5717391 | Rodriquez | Feb 1998 | A |
| 5719667 | Miers | Feb 1998 | A |
| 5719948 | Liang | Feb 1998 | A |
| 5721781 | Deo et al. | Feb 1998 | A |
| 5721788 | Powell et al. | Feb 1998 | A |
| 5742411 | Walters | Apr 1998 | A |
| 5745308 | Spangenberg | Apr 1998 | A |
| 5745901 | Entner et al. | Apr 1998 | A |
| 5748783 | Rhoads | May 1998 | A |
| 5760386 | Ward | Jun 1998 | A |
| 5763868 | Kubota et al. | Jun 1998 | A |
| 5764263 | Lin | Jun 1998 | A |
| 5767496 | Swartz et al. | Jun 1998 | A |
| 5768001 | Kelley et al. | Jun 1998 | A |
| 5768426 | Rhoads | Jun 1998 | A |
| 5768505 | Gilchrist et al. | Jun 1998 | A |
| 5768506 | Randell | Jun 1998 | A |
| 5769301 | Hebert et al. | Jun 1998 | A |
| 5773677 | Lansink-Rotgerink et al. | Jun 1998 | A |
| 5774168 | Blome | Jun 1998 | A |
| 5776278 | Tuttle et al. | Jul 1998 | A |
| 5783024 | Forkert | Jul 1998 | A |
| 5786587 | Colgate, Jr. | Jul 1998 | A |
| 5787186 | Schroeder | Jul 1998 | A |
| 5787269 | Hyodo | Jul 1998 | A |
| 5795643 | Steininger et al. | Aug 1998 | A |
| 5797134 | McMillan et al. | Aug 1998 | A |
| 5798949 | Kaub | Aug 1998 | A |
| 5799092 | Kristol et al. | Aug 1998 | A |
| 5801857 | Heckenkamp et al. | Sep 1998 | A |
| 5808758 | Solmsdorf | Sep 1998 | A |
| 5809633 | Mundigl et al. | Sep 1998 | A |
| 5815093 | Kikinis | Sep 1998 | A |
| 5815292 | Walters | Sep 1998 | A |
| 5816619 | Schaede | Oct 1998 | A |
| 5824447 | Tavernier et al. | Oct 1998 | A |
| 5824715 | Hayashihara et al. | Oct 1998 | A |
| 5832481 | Sheffield | Nov 1998 | A |
| 5834118 | Ranby et al. | Nov 1998 | A |
| 5840142 | Stevenson et al. | Nov 1998 | A |
| 5840791 | Magerstedt et al. | Nov 1998 | A |
| 5841886 | Rhoads | Nov 1998 | A |
| 5844685 | Gontin | Dec 1998 | A |
| 5853955 | Towfiq | Dec 1998 | A |
| 5855969 | Robertson | Jan 1999 | A |
| 5856661 | Finkelstein et al. | Jan 1999 | A |
| 5861662 | Candelore | Jan 1999 | A |
| 5862260 | Rhoads | Jan 1999 | A |
| 5862262 | Jacobs et al. | Jan 1999 | A |
| 5862500 | Goodwin | Jan 1999 | A |
| 5864622 | Marcus | Jan 1999 | A |
| 5864623 | Messina et al. | Jan 1999 | A |
| 5866644 | Mercx et al. | Feb 1999 | A |
| 5867199 | Knox et al. | Feb 1999 | A |
| 5867586 | Liang | Feb 1999 | A |
| 5870711 | Huffman | Feb 1999 | A |
| 5872627 | Miers | Feb 1999 | A |
| 5873066 | Underwood et al. | Feb 1999 | A |
| 5877707 | Kowalick | Mar 1999 | A |
| 5879502 | Gustafson | Mar 1999 | A |
| 5879784 | Breen et al. | Mar 1999 | A |
| 5888624 | Haghiri et al. | Mar 1999 | A |
| 5892661 | Stafford et al. | Apr 1999 | A |
| 5895074 | Chess et al. | Apr 1999 | A |
| 5897938 | Shinmoto et al. | Apr 1999 | A |
| 5905819 | Daly | May 1999 | A |
| 5907149 | Marckini | May 1999 | A |
| 5907848 | Zaiken et al. | May 1999 | A |
| 5909683 | Miginiac et al. | Jun 1999 | A |
| 5912767 | Lee | Jun 1999 | A |
| 5912974 | Holloway et al. | Jun 1999 | A |
| 5919853 | Condit et al. | Jul 1999 | A |
| 5925500 | Yang et al. | Jul 1999 | A |
| 5928989 | Ohnishi et al. | Jul 1999 | A |
| 5930759 | Moore et al. | Jul 1999 | A |
| 5933816 | Zeanah et al. | Aug 1999 | A |
| 5935694 | Olmstead et al. | Aug 1999 | A |
| 5936986 | Cantatore et al. | Aug 1999 | A |
| 5937189 | Branson et al. | Aug 1999 | A |
| 5944356 | Bergmann et al. | Aug 1999 | A |
| 5944881 | Mehta et al. | Aug 1999 | A |
| 5947369 | Frommer et al. | Sep 1999 | A |
| 5948035 | Tomita | Sep 1999 | A |
| 5950169 | Borghesi et al. | Sep 1999 | A |
| 5953710 | Fleming | Sep 1999 | A |
| 5955021 | Tiffany, III | Sep 1999 | A |
| 5955961 | Wallerstein | Sep 1999 | A |
| 5956687 | Wamsley | Sep 1999 | A |
| 5958528 | Bernecker | Sep 1999 | A |
| 5962840 | Haghiri-Tehrani et al. | Oct 1999 | A |
| 5965242 | Patton et al. | Oct 1999 | A |
| 5973842 | Spangenberg | Oct 1999 | A |
| 5975583 | Cobben et al. | Nov 1999 | A |
| 5977514 | Feng et al. | Nov 1999 | A |
| 5982912 | Fukui et al. | Nov 1999 | A |
| 5984366 | Priddy | Nov 1999 | A |
| 5985078 | Suess et al. | Nov 1999 | A |
| 5987434 | Libman | Nov 1999 | A |
| 5988820 | Huang et al. | Nov 1999 | A |
| 5991429 | Coffin et al. | Nov 1999 | A |
| 5991733 | Aleia et al. | Nov 1999 | A |
| 6000607 | Ohki et al. | Dec 1999 | A |
| 6002383 | Shimada | Dec 1999 | A |
| 6003581 | Aihara | Dec 1999 | A |
| 6007660 | Fockert | Dec 1999 | A |
| 6007929 | Robertson et al. | Dec 1999 | A |
| 6009402 | Whitworth | Dec 1999 | A |
| 6012641 | Watada | Jan 2000 | A |
| 6016225 | Anderson | Jan 2000 | A |
| 6017972 | Harris et al. | Jan 2000 | A |
| 6022905 | Harris et al. | Feb 2000 | A |
| 6024287 | Takai et al. | Feb 2000 | A |
| 6025462 | Wang et al. | Feb 2000 | A |
| 6028134 | Zhang et al. | Feb 2000 | A |
| 6036099 | Leighton | Mar 2000 | A |
| 6036807 | Brongers | Mar 2000 | A |
| 6037102 | Loerzer et al. | Mar 2000 | A |
| 6037860 | Zander et al. | Mar 2000 | A |
| 6038333 | Wang | Mar 2000 | A |
| 6038393 | Iyengar et al. | Mar 2000 | A |
| 6043813 | Stickney et al. | Mar 2000 | A |
| 6047888 | Dethloff | Apr 2000 | A |
| 6049055 | Fannash et al. | Apr 2000 | A |
| 6049463 | O'Malley et al. | Apr 2000 | A |
| 6049627 | Becker et al. | Apr 2000 | A |
| 6049665 | Branson et al. | Apr 2000 | A |
| 6051297 | Maier et al. | Apr 2000 | A |
| 6054170 | Chess et al. | Apr 2000 | A |
| 6062604 | Taylor et al. | May 2000 | A |
| 6064414 | Kobayashi et al. | May 2000 | A |
| 6064983 | Koehler | May 2000 | A |
| 6066437 | Kösslinger | May 2000 | A |
| 6066594 | Gunn et al. | May 2000 | A |
| 6071855 | Patton et al. | Jun 2000 | A |
| 6072894 | Payne | Jun 2000 | A |
| 6073854 | Bravenec et al. | Jun 2000 | A |
| 6075223 | Harrison | Jun 2000 | A |
| 6076026 | Jambhekar et al. | Jun 2000 | A |
| 6081832 | Gilchrist et al. | Jun 2000 | A |
| 6082778 | Solmadorf | Jul 2000 | A |
| 6086971 | Haas et al. | Jul 2000 | A |
| 6089614 | Howland et al. | Jul 2000 | A |
| 6092049 | Chislenko et al. | Jul 2000 | A |
| 6095566 | Yamamoto et al. | Aug 2000 | A |
| 6097839 | Liu | Aug 2000 | A |
| 6100804 | Brady et al. | Aug 2000 | A |
| 6105007 | Norris | Aug 2000 | A |
| 6106110 | Gundjian et al. | Aug 2000 | A |
| 6110864 | Lu | Aug 2000 | A |
| 6111506 | Yap et al. | Aug 2000 | A |
| 6111517 | Atick et al. | Aug 2000 | A |
| 6115690 | Wong | Sep 2000 | A |
| 6120142 | Eltgen et al. | Sep 2000 | A |
| 6120882 | Faykish et al. | Sep 2000 | A |
| 6122403 | Rhoads | Sep 2000 | A |
| 6127475 | Vollenberg et al. | Oct 2000 | A |
| 6134582 | Kennedy | Oct 2000 | A |
| 6138913 | Cyr et al. | Oct 2000 | A |
| 6141611 | Mackey et al. | Oct 2000 | A |
| 6143852 | Harrison et al. | Nov 2000 | A |
| 6146032 | Dunham | Nov 2000 | A |
| 6146741 | Ogawa et al. | Nov 2000 | A |
| 6151403 | Luo | Nov 2000 | A |
| 6155168 | Sakamoto | Dec 2000 | A |
| 6155605 | Bratchley et al. | Dec 2000 | A |
| 6159327 | Fockert | Dec 2000 | A |
| 6160526 | Hirai et al. | Dec 2000 | A |
| 6160903 | Hamid et al. | Dec 2000 | A |
| 6161071 | Shuman et al. | Dec 2000 | A |
| 6162160 | Oshima et al. | Dec 2000 | A |
| 6163770 | Gamble et al. | Dec 2000 | A |
| 6164548 | Curiel | Dec 2000 | A |
| 6165696 | Fischer | Dec 2000 | A |
| 6173284 | Brown | Jan 2001 | B1 |
| 6173901 | McCannel | Jan 2001 | B1 |
| 6174400 | Krutak et al. | Jan 2001 | B1 |
| 6179338 | Bergmann et al. | Jan 2001 | B1 |
| 6183018 | Braun et al. | Feb 2001 | B1 |
| 6184782 | Oda et al. | Feb 2001 | B1 |
| 6185042 | Lomb et al. | Feb 2001 | B1 |
| 6185316 | Buffam | Feb 2001 | B1 |
| 6185490 | Ferguson | Feb 2001 | B1 |
| 6185540 | Schreitmueller et al. | Feb 2001 | B1 |
| 6186404 | Ehrhart et al. | Feb 2001 | B1 |
| 6199144 | Arora et al. | Mar 2001 | B1 |
| 6202932 | Rapeli | Mar 2001 | B1 |
| 6206292 | Robertz et al. | Mar 2001 | B1 |
| 6207344 | Ramlow et al. | Mar 2001 | B1 |
| 6209923 | Thaxton et al. | Apr 2001 | B1 |
| 6210777 | Vermeulen et al. | Apr 2001 | B1 |
| 6214916 | Mercx et al. | Apr 2001 | B1 |
| 6214917 | Linzmeir et al. | Apr 2001 | B1 |
| 6219639 | Bakis et al. | Apr 2001 | B1 |
| 6221552 | Street et al. | Apr 2001 | B1 |
| 6223125 | Hall | Apr 2001 | B1 |
| 6226623 | Schein et al. | May 2001 | B1 |
| 6234537 | Gutmann et al. | May 2001 | B1 |
| 6236975 | Boe et al. | May 2001 | B1 |
| 6238840 | Hirayama et al. | May 2001 | B1 |
| 6238847 | Axtell, III et al. | May 2001 | B1 |
| 6242249 | Burnham et al. | Jun 2001 | B1 |
| 6243480 | Zhao et al. | Jun 2001 | B1 |
| 6244514 | Otto | Jun 2001 | B1 |
| 6246933 | Bague | Jun 2001 | B1 |
| 6247644 | Horne et al. | Jun 2001 | B1 |
| 6250554 | Leo et al. | Jun 2001 | B1 |
| 6254127 | Breed et al. | Jul 2001 | B1 |
| 6257486 | Teicher et al. | Jul 2001 | B1 |
| 6258896 | Abuelyaman et al. | Jul 2001 | B1 |
| 6259506 | Lawandy | Jul 2001 | B1 |
| 6260029 | Critelli | Jul 2001 | B1 |
| 6264296 | Klinefelter et al. | Jul 2001 | B1 |
| 6268804 | Janky et al. | Jul 2001 | B1 |
| 6277232 | Wang et al. | Aug 2001 | B1 |
| 6283188 | Maynard et al. | Sep 2001 | B1 |
| 6284337 | Lorimor et al. | Sep 2001 | B1 |
| 6286761 | Wen | Sep 2001 | B1 |
| 6289108 | Rhoads | Sep 2001 | B1 |
| 6291551 | Kniess et al. | Sep 2001 | B1 |
| 6292092 | Chow et al. | Sep 2001 | B1 |
| 6292575 | Bortolussi et al. | Sep 2001 | B1 |
| 6301164 | Manning et al. | Oct 2001 | B1 |
| 6301363 | Mowry, Jr. | Oct 2001 | B1 |
| 6302444 | Cobben | Oct 2001 | B1 |
| 6308187 | DeStefano | Oct 2001 | B1 |
| 6312858 | Yacobucci et al. | Nov 2001 | B1 |
| 6313436 | Harrison | Nov 2001 | B1 |
| 6316538 | Anderson et al. | Nov 2001 | B1 |
| 6324091 | Gryko et al. | Nov 2001 | B1 |
| 6326128 | Telser | Dec 2001 | B1 |
| 6336096 | Jernberg | Jan 2002 | B1 |
| 6340725 | Wang et al. | Jan 2002 | B1 |
| 6341169 | Cadorette et al. | Jan 2002 | B1 |
| 6343138 | Rhoads | Jan 2002 | B1 |
| 6345104 | Rhoads | Feb 2002 | B1 |
| 6351537 | Dovgodko et al. | Feb 2002 | B1 |
| 6351893 | St. Pierre | Mar 2002 | B1 |
| 6357664 | Zercher | Mar 2002 | B1 |
| 6363360 | Madden | Mar 2002 | B1 |
| 6368684 | Onishi et al. | Apr 2002 | B1 |
| 6372394 | Zientek | Apr 2002 | B1 |
| 6380131 | Griebel et al. | Apr 2002 | B2 |
| 6381561 | Bomar, Jr. et al. | Apr 2002 | B1 |
| 6389151 | Carr et al. | May 2002 | B1 |
| 6390375 | Kayanakis | May 2002 | B2 |
| 6397334 | Chainer et al. | May 2002 | B1 |
| 6400386 | No et al. | Jun 2002 | B1 |
| 6404643 | Chung | Jun 2002 | B1 |
| 6408304 | Kumhyr | Jun 2002 | B1 |
| 6413687 | Hattori et al. | Jul 2002 | B1 |
| 6418154 | Kneip et al. | Jul 2002 | B1 |
| 6421013 | Chung | Jul 2002 | B1 |
| 6424029 | Giesler | Jul 2002 | B1 |
| 6424249 | Houvener | Jul 2002 | B1 |
| 6427744 | Seki et al. | Aug 2002 | B2 |
| 6430306 | Slocum et al. | Aug 2002 | B2 |
| 6444068 | Koops et al. | Sep 2002 | B1 |
| 6444377 | Jotcham et al. | Sep 2002 | B1 |
| 6446086 | Bartlett et al. | Sep 2002 | B1 |
| 6446865 | Holt et al. | Sep 2002 | B1 |
| 6449377 | Rhoads | Sep 2002 | B1 |
| 6463416 | Messina | Oct 2002 | B1 |
| 6473165 | Coombs et al. | Oct 2002 | B1 |
| 6474695 | Schneider et al. | Nov 2002 | B1 |
| 6475588 | Schottland et al. | Nov 2002 | B1 |
| 6478228 | Ikefuji et al. | Nov 2002 | B1 |
| 6478229 | Epstein | Nov 2002 | B1 |
| 6482495 | Kohama et al. | Nov 2002 | B1 |
| 6485319 | Bricaud et al. | Nov 2002 | B2 |
| 6487301 | Zhao | Nov 2002 | B1 |
| 6493650 | Rodgers et al. | Dec 2002 | B1 |
| 6503310 | Sullivan | Jan 2003 | B1 |
| 6525672 | Chainer et al. | Feb 2003 | B2 |
| 6526161 | Yan | Feb 2003 | B1 |
| 6532459 | Berson | Mar 2003 | B1 |
| 6536665 | Ray et al. | Mar 2003 | B1 |
| 6536672 | Outwater | Mar 2003 | B1 |
| 6542622 | Nelson et al. | Apr 2003 | B1 |
| 6546112 | Rhoads | Apr 2003 | B1 |
| 6555213 | Koneripalli et al. | Apr 2003 | B1 |
| 6570609 | Heien | May 2003 | B1 |
| 6580835 | Gallagher et al. | Jun 2003 | B1 |
| 6581839 | Lasch et al. | Jun 2003 | B1 |
| 6583813 | Enright et al. | Jun 2003 | B1 |
| 6606420 | Loce et al. | Aug 2003 | B1 |
| 6608911 | Lofgren et al. | Aug 2003 | B2 |
| 6614914 | Rhoads et al. | Sep 2003 | B1 |
| 6616993 | Usuki et al. | Sep 2003 | B2 |
| 6638635 | Hattori et al. | Oct 2003 | B2 |
| 6641874 | Kuntz et al. | Nov 2003 | B2 |
| 6667815 | Nagao | Dec 2003 | B1 |
| 6675074 | Hathout et al. | Jan 2004 | B2 |
| 6681032 | Bortolussi et al. | Jan 2004 | B2 |
| 6685312 | Klinefelter et al. | Feb 2004 | B2 |
| 6702282 | Pribula et al. | Mar 2004 | B2 |
| 6712397 | Mayer et al. | Mar 2004 | B1 |
| 6715797 | Curiel | Apr 2004 | B2 |
| 6719469 | Yasui et al. | Apr 2004 | B2 |
| 6723479 | Van De Witte et al. | Apr 2004 | B2 |
| 6725383 | Kyle | Apr 2004 | B2 |
| 6729719 | Klinefelter et al. | May 2004 | B2 |
| 6731409 | Wang | May 2004 | B2 |
| 6751336 | Zhao | Jun 2004 | B2 |
| 6752432 | Richardson | Jun 2004 | B1 |
| 6758616 | Pribula et al. | Jul 2004 | B2 |
| 6764014 | Lasch et al. | Jul 2004 | B2 |
| 6765704 | Drinkwater | Jul 2004 | B2 |
| 6769061 | Ahern | Jul 2004 | B1 |
| 6782115 | Decker et al. | Aug 2004 | B2 |
| 6782116 | Zhao et al. | Aug 2004 | B1 |
| 6794115 | Telser et al. | Sep 2004 | B2 |
| 6803114 | Vere et al. | Oct 2004 | B1 |
| 6817530 | Labrec et al. | Nov 2004 | B2 |
| 6818699 | Kajimaru et al. | Nov 2004 | B2 |
| 6825265 | Daga et al. | Nov 2004 | B2 |
| 6827277 | Bloomberg et al. | Dec 2004 | B2 |
| 6827283 | Kappe et al. | Dec 2004 | B2 |
| 6832205 | Aragones et al. | Dec 2004 | B1 |
| 6834124 | Lin et al. | Dec 2004 | B1 |
| 6842268 | van Strijp et al. | Jan 2005 | B1 |
| 6843422 | Jones et al. | Jan 2005 | B2 |
| 6853739 | Kyle | Feb 2005 | B2 |
| 6865011 | Long et al. | Mar 2005 | B2 |
| 6882737 | Lofgren et al. | Apr 2005 | B2 |
| 6900767 | Hattori | May 2005 | B2 |
| 6903850 | Kay et al. | Jun 2005 | B2 |
| 6923378 | Jones et al. | Aug 2005 | B2 |
| 6925468 | Doughty et al. | Aug 2005 | B1 |
| 6938029 | Tien | Aug 2005 | B1 |
| 6942331 | Guillen et al. | Sep 2005 | B2 |
| 6952741 | Bartlett et al. | Oct 2005 | B1 |
| 6954293 | Heckenkamp et al. | Oct 2005 | B2 |
| 6961708 | Bierenbaum | Nov 2005 | B1 |
| 6963659 | Tumey et al. | Nov 2005 | B2 |
| 6970844 | Bierenbaum | Nov 2005 | B1 |
| 7013284 | Guyan | Mar 2006 | B2 |
| 7016516 | Rhoads | Mar 2006 | B2 |
| 7024418 | Childress et al. | Apr 2006 | B1 |
| 7036944 | Budd et al. | May 2006 | B2 |
| 7043052 | Rhoads | May 2006 | B2 |
| 7063264 | Bi et al. | Jun 2006 | B2 |
| 7081282 | Kuntz et al. | Jul 2006 | B2 |
| 7086666 | Richardson | Aug 2006 | B2 |
| 7095426 | Childress | Aug 2006 | B1 |
| 7143950 | Jones et al. | Dec 2006 | B2 |
| 7183361 | Toman | Feb 2007 | B2 |
| 7196813 | Matsumoto | Mar 2007 | B2 |
| 7197444 | Bomar, Jr. et al. | Mar 2007 | B2 |
| 7199456 | Krappe et al. | Apr 2007 | B2 |
| 7202970 | Maher et al. | Apr 2007 | B1 |
| 7207494 | Theodossiou et al. | Apr 2007 | B2 |
| 7277891 | Howard et al. | Oct 2007 | B2 |
| 7278580 | Jones et al. | Oct 2007 | B2 |
| 7343307 | Childress | Mar 2008 | B1 |
| 7344325 | Meier et al. | Mar 2008 | B2 |
| 7353196 | Bobbitt et al. | Apr 2008 | B1 |
| 7356541 | Doughty | Apr 2008 | B1 |
| 7359863 | Evenshaug et al. | Apr 2008 | B1 |
| 7363264 | Doughty et al. | Apr 2008 | B1 |
| 7398219 | Wolfe | Jul 2008 | B1 |
| 7418400 | Lorenz | Aug 2008 | B1 |
| 7430514 | Childress et al. | Sep 2008 | B1 |
| 7430515 | Wolfe et al. | Sep 2008 | B1 |
| 7498075 | Bloomberg et al. | Mar 2009 | B2 |
| 7526487 | Bobbitt et al. | Apr 2009 | B1 |
| 20010002035 | Kayanakis | May 2001 | A1 |
| 20010013395 | Pourmand et al. | Aug 2001 | A1 |
| 20010037223 | Beery et al. | Nov 2001 | A1 |
| 20010037455 | Lawandy et al. | Nov 2001 | A1 |
| 20020007289 | Malin et al. | Jan 2002 | A1 |
| 20020018430 | Heckenkamp et al. | Feb 2002 | A1 |
| 20020020832 | Oka | Feb 2002 | A1 |
| 20020021001 | Stratford et al. | Feb 2002 | A1 |
| 20020027359 | Cobben et al. | Mar 2002 | A1 |
| 20020030587 | Jackson | Mar 2002 | A1 |
| 20020034319 | Turney et al. | Mar 2002 | A1 |
| 20020035488 | Aquila et al. | Mar 2002 | A1 |
| 20020049619 | Wahlbin et al. | Apr 2002 | A1 |
| 20020051569 | Kita | May 2002 | A1 |
| 20020055860 | Wahlbin et al. | May 2002 | A1 |
| 20020055861 | King et al. | May 2002 | A1 |
| 20020059083 | Wahlbin et al. | May 2002 | A1 |
| 20020059084 | Wahlbin et al. | May 2002 | A1 |
| 20020059085 | Wahlbin et al. | May 2002 | A1 |
| 20020059086 | Wahlbin et al. | May 2002 | A1 |
| 20020059087 | Wahlbin et al. | May 2002 | A1 |
| 20020059097 | Wahlbin et al. | May 2002 | A1 |
| 20020062232 | Wahlbin et al. | May 2002 | A1 |
| 20020062233 | Wahlbin et al. | May 2002 | A1 |
| 20020062234 | Wahlbin et al. | May 2002 | A1 |
| 20020062235 | Wahlbin et al. | May 2002 | A1 |
| 20020069091 | Wahlbin et al. | Jun 2002 | A1 |
| 20020069092 | Wahlbin et al. | Jun 2002 | A1 |
| 20020070280 | Ikefuji et al. | Jun 2002 | A1 |
| 20020077380 | Wessels et al. | Jun 2002 | A1 |
| 20020080992 | Decker et al. | Jun 2002 | A1 |
| 20020080994 | Lofgren et al. | Jun 2002 | A1 |
| 20020082873 | Wahlbin et al. | Jun 2002 | A1 |
| 20020087363 | Wahlbin et al. | Jul 2002 | A1 |
| 20020106494 | Roth et al. | Aug 2002 | A1 |
| 20020116330 | Hed et al. | Aug 2002 | A1 |
| 20020128881 | Wahlbin et al. | Sep 2002 | A1 |
| 20020136448 | Bortolussi et al. | Sep 2002 | A1 |
| 20020145652 | Lawrence et al. | Oct 2002 | A1 |
| 20020146549 | Kranenburg-Van Dijk et al. | Oct 2002 | A1 |
| 20020166635 | Sasaki et al. | Nov 2002 | A1 |
| 20020170966 | Hannigan et al. | Nov 2002 | A1 |
| 20020187215 | Trapani et al. | Dec 2002 | A1 |
| 20020194476 | Lewis et al. | Dec 2002 | A1 |
| 20030002710 | Rhoads | Jan 2003 | A1 |
| 20030031340 | Alattar et al. | Feb 2003 | A1 |
| 20030031348 | Kuepper et al. | Feb 2003 | A1 |
| 20030038174 | Jones | Feb 2003 | A1 |
| 20030052680 | Konijn | Mar 2003 | A1 |
| 20030055638 | Burns et al. | Mar 2003 | A1 |
| 20030056499 | Binder et al. | Mar 2003 | A1 |
| 20030056500 | Huynh | Mar 2003 | A1 |
| 20030059124 | Center, Jr. | Mar 2003 | A1 |
| 20030062421 | Bloomberg et al. | Apr 2003 | A1 |
| 20030099379 | Monk et al. | May 2003 | A1 |
| 20030114972 | Takafuji et al. | Jun 2003 | A1 |
| 20030115459 | Monk | Jun 2003 | A1 |
| 20030117262 | Anderegg et al. | Jun 2003 | A1 |
| 20030126121 | Khan et al. | Jul 2003 | A1 |
| 20030128862 | Decker et al. | Jul 2003 | A1 |
| 20030141358 | Hudson et al. | Jul 2003 | A1 |
| 20030161507 | Lawandy | Aug 2003 | A1 |
| 20030173406 | Bi et al. | Sep 2003 | A1 |
| 20030178487 | Rogers | Sep 2003 | A1 |
| 20030178495 | Jones et al. | Sep 2003 | A1 |
| 20030183695 | Labrec et al. | Oct 2003 | A1 |
| 20030188659 | Merry et al. | Oct 2003 | A1 |
| 20030200123 | Burge et al. | Oct 2003 | A1 |
| 20030211296 | Jones et al. | Nov 2003 | A1 |
| 20030226897 | Jones et al. | Dec 2003 | A1 |
| 20030234286 | Labrec et al. | Dec 2003 | A1 |
| 20030234292 | Jones | Dec 2003 | A1 |
| 20040011874 | Theodossiou et al. | Jan 2004 | A1 |
| 20040024694 | Lawrence et al. | Feb 2004 | A1 |
| 20040030587 | Danico | Feb 2004 | A1 |
| 20040036574 | Bostrom | Feb 2004 | A1 |
| 20040049409 | Wahlbin et al. | Mar 2004 | A1 |
| 20040054556 | Wahlbin et al. | Mar 2004 | A1 |
| 20040054557 | Wahlbin et al. | Mar 2004 | A1 |
| 20040054558 | Wahlbin et al. | Mar 2004 | A1 |
| 20040054559 | Wahlbin et al. | Mar 2004 | A1 |
| 20040066441 | Jones et al. | Apr 2004 | A1 |
| 20040074973 | Duggan et al. | Apr 2004 | A1 |
| 20040076310 | Hersch et al. | Apr 2004 | A1 |
| 20040093349 | Buinevicius et al. | May 2004 | A1 |
| 20040102984 | Wahlbin et al. | May 2004 | A1 |
| 20040102985 | Wahlbin et al. | May 2004 | A1 |
| 20040103004 | Wahlbin et al. | May 2004 | A1 |
| 20040103005 | Wahlbin et al. | May 2004 | A1 |
| 20040103006 | Wahlbin et al. | May 2004 | A1 |
| 20040103007 | Wahlbin et al. | May 2004 | A1 |
| 20040103008 | Wahlbin et al. | May 2004 | A1 |
| 20040103009 | Wahlbin et al. | May 2004 | A1 |
| 20040103010 | Wahlbin et al. | May 2004 | A1 |
| 20040111301 | Wahlbin et al. | Jun 2004 | A1 |
| 20040133582 | Howard et al. | Jul 2004 | A1 |
| 20040198858 | Labrec | Oct 2004 | A1 |
| 20040213437 | Howard et al. | Oct 2004 | A1 |
| 20040243567 | Levy | Dec 2004 | A1 |
| 20040245346 | Haddock | Dec 2004 | A1 |
| 20050001419 | Levy et al. | Jan 2005 | A1 |
| 20050003297 | Labrec | Jan 2005 | A1 |
| 20050010776 | Kenen | Jan 2005 | A1 |
| 20050035589 | Richardson | Feb 2005 | A1 |
| 20050060205 | Woods et al. | Mar 2005 | A1 |
| 20050072849 | Jones | Apr 2005 | A1 |
| 20050095408 | Labrec et al. | May 2005 | A1 |
| 20050160294 | LaBrec et al. | Jul 2005 | A1 |
| 20050192850 | Lorenz | Sep 2005 | A1 |
| 20060027667 | Jones et al. | Feb 2006 | A1 |
| 20060039581 | Decker et al. | Feb 2006 | A1 |
| 20070152067 | Bi et al. | Jul 2007 | A1 |
| 20070158939 | Jones et al. | Jul 2007 | A1 |
| 20070187515 | Theodossiou et al. | Aug 2007 | A1 |
| Number | Date | Country |
|---|---|---|
| 2470094 | Jun 2003 | CA |
| 2469956 | Jul 2003 | CA |
| 1628318 | Jun 2005 | CN |
| 2943436 | May 1981 | DE |
| 3738636 | Jun 1988 | DE |
| 9315294 | Mar 1994 | DE |
| 69406213 | Mar 1998 | DE |
| 0157568 | Oct 1985 | EP |
| 190997 | Aug 1986 | EP |
| 0233296 | Aug 1987 | EP |
| 0279104 | Aug 1988 | EP |
| 0280773 | Sep 1988 | EP |
| 0356980 | Mar 1990 | EP |
| 0356981 | Mar 1990 | EP |
| 0356982 | Mar 1990 | EP |
| 0362640 | Apr 1990 | EP |
| 0366075 | May 1990 | EP |
| 0366923 | May 1990 | EP |
| 0373572 | Jun 1990 | EP |
| 0374835 | Jun 1990 | EP |
| 0420613 | Apr 1991 | EP |
| 0446834 | Sep 1991 | EP |
| 0446846 | Sep 1991 | EP |
| 0465018 | Jan 1992 | EP |
| 0479265 | Apr 1992 | EP |
| 0523304 | Jan 1993 | EP |
| 0539001 | Apr 1993 | EP |
| 629972 | Dec 1994 | EP |
| 0636495 | Feb 1995 | EP |
| 0637514 | Feb 1995 | EP |
| 0649754 | Apr 1995 | EP |
| 0696518 | Feb 1996 | EP |
| 0697433 | Feb 1996 | EP |
| 0734870 | Oct 1996 | EP |
| 0736860 | Oct 1996 | EP |
| 0739748 | Oct 1996 | EP |
| 642060 | Mar 1999 | EP |
| 0926608 | Jun 1999 | EP |
| 0982149 | Mar 2000 | EP |
| 0991014 | Apr 2000 | EP |
| 1013463 | Jun 2000 | EP |
| 1017016 | Jul 2000 | EP |
| 1035503 | Sep 2000 | EP |
| 1046515 | Oct 2000 | EP |
| 1110750 | Jun 2001 | EP |
| 0464268 | Jan 2002 | EP |
| 1410315 | May 2006 | EP |
| 1909971 | Apr 2008 | EP |
| 1088318 | Oct 1967 | GB |
| 1213193 | Nov 1970 | GB |
| 1472581 | May 1977 | GB |
| 2132136 | Jul 1984 | GB |
| 2227570 | Aug 1990 | GB |
| 2240948 | Aug 1991 | GB |
| 63146909 | Jun 1988 | JP |
| 03126589 | May 1991 | JP |
| 3185585 | Aug 1991 | JP |
| 6234289 | Aug 1994 | JP |
| 06234289 | Aug 1994 | JP |
| 07088974 | Apr 1995 | JP |
| 7088974 | Apr 1995 | JP |
| 09064545 | Mar 1997 | JP |
| 10197285 | Jul 1998 | JP |
| 10214283 | Aug 1998 | JP |
| 11161711 | Jun 1999 | JP |
| 11259620 | Sep 1999 | JP |
| 11301121 | Nov 1999 | JP |
| 11321166 | Nov 1999 | JP |
| 2004355659 | Dec 2004 | JP |
| 2005525254 | Aug 2005 | JP |
| 2005525949 | Sep 2005 | JP |
| 2005276238 | Oct 2005 | JP |
| 2006190331 | Jul 2006 | JP |
| WO 8204149 | Nov 1982 | WO |
| WO 8900319 | Jan 1989 | WO |
| WO 9116722 | Oct 1991 | WO |
| WO 9513597 | May 1995 | WO |
| WO 9603286 | Feb 1996 | WO |
| WO 9701446 | Jan 1997 | WO |
| WO 9718092 | May 1997 | WO |
| WO 9732733 | Sep 1997 | WO |
| WO 9819869 | May 1998 | WO |
| WO 9830224 | Jul 1998 | WO |
| WO 9924934 | May 1999 | WO |
| WO 0010116 | Feb 2000 | WO |
| WO 0043214 | Jul 2000 | WO |
| WO 0043215 | Jul 2000 | WO |
| WO 0043216 | Jul 2000 | WO |
| WO 0045344 | Aug 2000 | WO |
| WO 0078554 | Dec 2000 | WO |
| WO 0100719 | Jan 2001 | WO |
| WO 0129764 | Apr 2001 | WO |
| WO 0145559 | Jun 2001 | WO |
| WO 0156805 | Aug 2001 | WO |
| WO 0195249 | Dec 2001 | WO |
| WO 0226507 | Apr 2002 | WO |
| WO 0227647 | Apr 2002 | WO |
| WO 0242371 | May 2002 | WO |
| WO 0245969 | Jun 2002 | WO |
| WO 02052499 | Jul 2002 | WO |
| WO 02053499 | Jul 2002 | WO |
| WO 02078965 | Oct 2002 | WO |
| WO 02096666 | Dec 2002 | WO |
| WO 03005291 | Jan 2003 | WO |
| WO 03030079 | Apr 2003 | WO |
| WO 03055684 | Jul 2003 | WO |
| WO 03056500 | Jul 2003 | WO |
| WO 03056507 | Jul 2003 | WO |
| WO 03095210 | Nov 2003 | WO |
| WO 03096258 | Nov 2003 | WO |
| WO 2004034236 | Apr 2004 | WO |
| WO 2004049242 | Jun 2004 | WO |
| Number | Date | Country | |
|---|---|---|---|
| 20040074973 A1 | Apr 2004 | US |
| Number | Date | Country | |
|---|---|---|---|
| 60371335 | Apr 2002 | US | |
| 60429115 | Nov 2002 | US |