Advances in technology have provided advances in imaging capabilities for medical use. One area that has enjoyed some of the most beneficial advances is that of endoscopic surgical procedures because of the advances in the components that make up an endoscope.
The disclosure relates generally to electromagnetic sensing and sensors in relation to creating a video stream having chrominance and luminance pulses from a controlled light source. The features and advantages of the disclosure will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by the practice of the disclosure without undue experimentation. The features and advantages of the disclosure may be realized and obtained by means of the instruments and combinations particularly pointed out herein.
Non-limiting and non-exhaustive implementations of the disclosure are described with reference to the following figures, wherein like reference numerals refer to like parts throughout the various views unless otherwise specified. Advantages of the disclosure will become better understood with regard to the following description and accompanying drawings.
The disclosure extends to methods, systems, and computer based products for digital imaging that may be primarily suited to medical applications. In the following description of the disclosure, reference is made to the accompanying drawings, which form a part hereof, and in which is shown by way of illustration specific implementations in which the disclosure may be practiced. It is understood that other implementations may be utilized and structural changes may be made without departing from the scope of the disclosure.
Luminance-chrominance based color spaces date back to the advent of color television, when color image transmission was required to be compatible with older monochrome CRTs. The luminance component corresponds to the (color-agnostic) brightness aspect of the image data. The color information is carried in the remaining two channels. The separation of image data into the luminance and chrominance components is still an important process in modern digital imaging systems, since it is closely related to the human visual system.
The human retina contains arrays of two basic photoreceptor cell types; rods and cones. The rods provide the brightness information and have about a factor-20 greater overall spatial density than the cones. The cones are much less sensitive and there are three basic types, having peak responses at three different wavelengths. The spectral response of the rods, which peaks in the green region, is the basis for computing luminance color-space conversion coefficients. Since rods have the greater density, the spatial resolution of an image representation is much more important for the luminance component than for either chrominance component. Camera designers and image processing engineers seek to account for this fact in several ways, e.g., by spatially filtering the chrominance channels to reduce noise and by affording greater relative system bandwidth to luminance data.
In describing the subject matter of the disclosure, the following terminology will be used in accordance with the definitions set out below.
It must be noted that, as used in this specification, the singular forms “a,” “an,” and “the” include plural referents unless the context clearly dictates otherwise.
As used herein, the terms “comprising,” “including,” “containing,” “characterized by,” and grammatical equivalents thereof are inclusive or open-ended terms that do not exclude additional, unrecited elements or method steps.
As used herein, the phrase “consisting of” and grammatical equivalents thereof exclude any element or step not specified.
As used herein, the phrase “consisting essentially of” and grammatical equivalents thereof limit the scope of a claim, if any, to the specified materials or steps and those that do not materially affect the basic and novel characteristic or characteristics of the claimed disclosure.
As used herein, the term “proximal” shall refer broadly to the concept of a portion nearest an origin.
As used herein, the term “distal” shall generally refer to the opposite of proximal, and thus to the concept of a portion farther from an origin, or a furthest portion, depending upon the context.
Referring now to the figures,
An example illumination sequence is a repeating pattern of four frames (R-G-B-G). As for the Bayer pattern of color filters, this provides for greater luminance detail than chrominance. This approach is accomplished by strobing the scene with either laser or light-emitting diodes at high speed, under the control of the camera system, and by virtue of a specially designed CMOS sensor with high speed readout. The principal benefit is that the sensor can accomplish the same spatial resolution with significantly fewer pixels compared with conventional Bayer or 3-sensor cameras. Therefore, the physical space occupied by the pixel array may be reduced. The actual pulse periods may differ within the repeating pattern, as illustrated in
The facility to reduce the CMOS sensor chip-area to the extent allowed by combining all of these methods is particularly attractive for small diameter (˜3-10 mm) endoscopy. In particular, it allows for endoscope designs in which the sensor is located in the space-constrained distal end, thereby greatly reducing the complexity and cost of the optical section, while providing high definition video. A consequence of this approach is that to reconstruct each final, full color image, requires that data be fused from three separate snapshots in time. Any motion within the scene, relative to the optical frame of reference of the endoscope, will generally degrade the perceived resolution, since the edges of objects appear at slightly different locations within each captured component. In this disclosure, a means of diminishing this issue is described which exploits the fact that spatial resolution is much more important for luminance information, than for chrominance.
The basis of the approach is that, instead of firing monochromatic light during each frame, combinations of the three wavelengths are used to provide all of the luminance information within a single image. The chrominance information is derived from separate frames with, e.g., a repeating pattern such as Y-Cb-Y-Cr. While it is possible to provide pure luminance data by a shrewd choice of pulse ratios, the same is not true of chrominance. However, a workaround for this is presented in this disclosure.
In an embodiment, as illustrated in
In an embodiment, as illustrated in
In an embodiment, as illustrated in
Essentially there are three monochromatic pulsed light sources under the fast control of the camera and a special design of monochromatic CMOS image sensor which enables high final progressive video rates of 60 Hz or more. Periodic sequences of monochromatic red, green and blue frames are captured, e.g., with an R-G-B-G pattern, and assembled into sRGB images in the image signal processor chain (ISP). The light-pulse and sensor readout timing relationship is shown in
It will be appreciated that other color space conversion standards may be implemented by the disclosure, including but not limited to, ITU-R BT.709 HD standard, ITU-R BT.601 standard, and ITU-R BT.2020 standard.
If white balance is being performed in the illumination domain, then this modulation is imposed in addition to the white balance modulation.
To complete a full color image requires that the two components of chrominance also be provided. However, the same algorithm that was applied for luminance cannot be directly applied for chrominance images since it is signed, as reflected in the fact that some of the RGB coefficients are negative. The solution to this is to add a degree of luminance of sufficient magnitude that all of the final pulse energies become positive. As long as the color fusion process in the ISP is aware of the composition of the chrominance frames, they can be decoded by subtracting the appropriate amount of luminance from a neighboring frame. The pulse energy proportions are given by:
The timing for the general case is shown in
Referring now to
An inherent property of the monochrome wide dynamic range array is that the pixels that have the long integration time must integrate a superset of the light seen by the short integration time pixels. Co-pending U.S. patent application Ser. No. 13/952,564 entitled WIDE DYNAMIC RANGE USING MONOCHROMATIC SENSOR is hereby incorporated by this reference into this disclosure as if fully set forth herein. For regular wide dynamic range operation in the luminance frames, that is desirable. For the chrominance frames it means that the pulsing must be controlled in conjunction with the exposure periods so as to provide, e.g., λY+Cb from the start of the long exposure and switch to δY+Cr at the point that the short pixels are turned on (both pixel types have their charges transferred at the same time). During color fusion, this would be accounted for.
A typical ISP involves first taking care of any necessary sensor and optical corrections (such as defective pixel elimination, lens shading etc.), then in turn; white balance, demosaic/color fusion and color correction.
Before finally applying gamma to place the data in the standard sRGB space, there might typically be some operations (e.g., edge enhancement) and/or adjustments (e.g., saturation) performed in an alternative color space such as YCbCr or HSL.
In the case of the Y-Cb-Y-Cr pulsing scheme, the image data is already in the YCbCr space following the color fusion. Therefore, in this case it makes sense to perform luminance and chrominance based operations up front, before converting back to linear RGB to perform the color correction etc. See
The color fusion process is more straightforward than de-mosaic, which is necessitated by the Bayer pattern, since there is no spatial interpolation. It does require buffering of frames though in order to have all of the necessary information available for each pixel, as indicated in
The linear Y, Cb and Cr components for each pixel may be computed thus:
Where xi,n is the input data for pixel i in frame n, m is the pipeline bit-width of the ISP and K is the ISP black offset level at the input to the color fusion block, (if applicable). Since chrominance is signed it is conventionally centered at 50% of the digital dynamic range (2m-1).
If two exposures are used to provide both chrominance components in the same frame as described earlier, the two flavors of pixel are separated into two buffers. The empty pixels are then filled in using, e.g., linear interpolation. At this point, one buffer contains a full image of δY+Cr data and the other; δY+Cr+λY+Cb. The δY+Cr buffer is subtracted from the second buffer to give λY+Cb. Then the appropriate proportion of luminance data from the Y frames is subtracted out for each.
Implementations of the disclosure may comprise or utilize a special purpose or general-purpose computer including computer hardware, such as, for example, one or more processors and system memory, as discussed in greater detail below. Implementations within the scope of the disclosure may also include physical and other computer-readable media for carrying or storing computer-executable instructions and/or data structures. Such computer-readable media can be any available media that can be accessed by a general purpose or special purpose computer system. Computer-readable media that store computer-executable instructions are computer storage media (devices). Computer-readable media that carry computer-executable instructions are transmission media. Thus, by way of example, and not limitation, implementations of the disclosure can comprise at least two distinctly different kinds of computer-readable media: computer storage media (devices) and transmission media.
Computer storage media (devices) includes RAM, ROM, EEPROM, CD-ROM, solid state drives (“SSDs”) (e.g., based on RAM), Flash memory, phase-change memory (“PCM”), other types of memory, other optical disk storage, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store desired program code means in the form of computer-executable instructions or data structures and which can be accessed by a general purpose or special purpose computer.
A “network” is defined as one or more data links that enable the transport of electronic data between computer systems and/or modules and/or other electronic devices. In an implementation, a sensor and camera control unit may be networked in order to communicate with each other, and other components, connected over the network to which they are connected. When information is transferred or provided over a network or another communications connection (either hardwired, wireless, or a combination of hardwired or wireless) to a computer, the computer properly views the connection as a transmission medium. Transmissions media can include a network and/or data links which can be used to carry desired program code means in the form of computer-executable instructions or data structures and which can be accessed by a general purpose or special purpose computer. Combinations of the above should also be included within the scope of computer-readable media.
As can be seen in
Computer-executable instructions comprise, for example, instructions and data which, when executed at a processor, cause a general purpose computer, special purpose computer, or special purpose processing device to perform a certain function or group of functions. The computer executable instructions may be, for example, binaries, intermediate format instructions such as assembly language, or even source code. Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined herein is not necessarily limited to the described features or acts described above. Rather, the described features and acts are disclosed as examples.
Those skilled in the art will appreciate that the disclosure may be practiced in network computing environments with many types of computer system configurations, including, personal computers, desktop computers, laptop computers, message processors, control units, camera control units, hand-held devices, hand pieces, multi-processor systems, microprocessor-based or programmable consumer electronics, network PCs, minicomputers, mainframe computers, mobile telephones, PDAs, tablets, pagers, routers, switches, various storage devices, and the like. It should be noted that any of the above mentioned computing devices may be provided by or located within a brick and mortar location. The disclosure may also be practiced in distributed system environments where local and remote computer systems, which are linked (either by hardwired data links, wireless data links, or by a combination of hardwired and wireless data links) through a network, both perform tasks. In a distributed system environment, program modules may be located in both local and remote memory storage devices.
Further, where appropriate, functions described herein can be performed in one or more of: hardware, software, firmware, digital components, or analog components. For example, one or more application specific integrated circuits (ASICs) or field programmable gate arrays can be programmed to carry out one or more of the systems and procedures described herein. Certain terms are used throughout the following description to refer to particular system components. As one skilled in the art will appreciate, components may be referred to by different names. This document does not intend to distinguish between components that differ in name, but not function.
Computing device 100 includes one or more processor(s) 102, one or more memory device(s) 104, one or more interface(s) 106, one or more mass storage device(s) 108, one or more Input/Output (I/O) device(s) 110, and a display device 130 all of which are coupled to a bus 112. Processor(s) 102 include one or more processors or controllers that execute instructions stored in memory device(s) 104 and/or mass storage device(s) 108. Processor(s) 102 may also include various types of computer-readable media, such as cache memory.
Memory device(s) 104 include various computer-readable media, such as volatile memory (e.g., random access memory (RAM) 114) and/or nonvolatile memory (e.g., read-only memory (ROM) 116). Memory device(s) 104 may also include rewritable ROM, such as Flash memory.
Mass storage device(s) 108 include various computer readable media, such as magnetic tapes, magnetic disks, optical disks, solid-state memory (e.g., Flash memory), and so forth. As shown in
I/O device(s) 110 include various devices that allow data and/or other information to be input to or retrieved from computing device 100. Example I/O device(s) 110 include digital imaging devices, electromagnetic sensors and emitters, cursor control devices, keyboards, keypads, microphones, monitors or other display devices, speakers, printers, network interface cards, modems, lenses, CCDs or other image capture devices, and the like.
Display device 130 includes any type of device capable of displaying information to one or more users of computing device 100. Examples of display device 130 include a monitor, display terminal, video projection device, and the like.
Interface(s) 106 include various interfaces that allow computing device 100 to interact with other systems, devices, or computing environments. Example interface(s) 106 may include any number of different network interfaces 120, such as interfaces to local area networks (LANs), wide area networks (WANs), wireless networks, and the Internet. Other interface(s) include user interface 118 and peripheral device interface 122. The interface(s) 106 may also include one or more user interface elements 118. The interface(s) 106 may also include one or more peripheral interfaces such as interfaces for printers, pointing devices (mice, track pad, etc.), keyboards, and the like.
Bus 112 allows processor(s) 102, memory device(s) 104, interface(s) 106, mass storage device(s) 108, and I/O device(s) 110 to communicate with one another, as well as other devices or components coupled to bus 112. Bus 112 represents one or more of several types of bus structures, such as a system bus, PCI bus, IEEE 1394 bus, USB bus, and so forth.
For purposes of illustration, programs and other executable program components are shown herein as discrete blocks, although it is understood that such programs and components may reside at various times in different storage components of computing device 100, and are executed by processor(s) 102. Alternatively, the systems and procedures described herein can be implemented in hardware, or a combination of hardware, software, and/or firmware. For example, one or more application specific integrated circuits (ASICs) can be programmed to carry out one or more of the systems and procedures described herein.
It will be appreciated that the teachings and principles of the disclosure may be used in a reusable device platform, a limited use device platform, a re-posable use device platform, or a single-use/disposable device platform without departing from the scope of the disclosure. It will be appreciated that in a re-usable device platform an end-user is responsible for cleaning and sterilization of the device. In a limited use device platform the device can be used for some specified amount of times before becoming inoperable. Typical new device is delivered sterile with additional uses requiring the end-user to clean and sterilize before additional uses. In a re-posable use device platform a third-party may reprocess the device (e.g., cleans, packages and sterilizes) a single-use device for additional uses at a lower cost than a new unit. In a single-use/disposable device platform a device is provided sterile to the operating room and used only once before being disposed of.
Additionally, the teachings and principles of the disclosure may include any and all wavelengths of electromagnetic energy, including the visible and non-visible spectrums, such as infrared (IR), ultraviolet (UV), and X-ray.
In an embodiment, a method for digital imaging for use with an endoscope in ambient light deficient environments may comprise: actuating an emitter to emit a plurality of pulses of electromagnetic radiation to cause illumination within the light deficient environment, wherein said pulses comprise a first pulse that is within a first wavelength range that comprises a first portion of electromagnetic spectrum, wherein said pulses comprise a second pulse that is within a second wavelength range that comprises a second portion of electromagnetic spectrum, wherein said pulses comprise a third pulse that is with is a third wavelength range that comprises a third portion of electromagnetic spectrum; pulsing said plurality of pulses at a predetermined interval; sensing reflected electromagnetic radiation from said pulses with a pixel array to create a plurality of image frames, wherein said pixel array is read at an interval that corresponds to the pulse interval of said laser emitter; and creating a stream of images by combining the plurality of image frames to form a video stream. In an embodiment, said first pulse comprises chrominance red. In an embodiment, said second pulse comprises chrominance blue. In an embodiment, said third pulse comprises a luminance pulse. In an embodiment, said luminance pulse is created by pulsing a red pulse and a blue pulse and a green pulse. In such an embodiment, said red pulse is modulated relative to the blue and green pulse such that the red pulse has a positive chrominance value. In an embodiment, said blue pulse is modulated relative to the red and green pulse such that the blue pulse has a positive chrominance value. In an embodiment, said green pulse is modulated relative to the blue and red pulse such that the green pulse has a positive chrominance value. In an embodiment, the method further comprises modulating the plurality of pulses by a value such that the chrominance value of each pulse is positive. In an embodiment, the method further comprises removing pulse modulation values from during image stream construction. In such an embodiment, the process of modulating comprises adding a luminance value to the plurality of pulses. In an embodiment, the luminance value for modulation is an integer that is a multiple of (½)8. In an embodiment, a luminance value for modulation of 0.552 cancels out red chrominance and green chrominance. In an embodiment, a luminance value for modulation of 0.650 cancels out blue chrominance and green chrominance. In an embodiment, the method further comprises reducing noise while creating the stream of image frames. In an embodiment, the method further comprises adjusting white balance while creating the stream of mage frames. In an embodiment, said third pulse is a luminance pulse that is pulses twice as often as the first and second pulses. In an embodiment, said luminance pulse is sensed by long exposure pixel and short exposure pixels within a pixel array. In an embodiment, the method further comprises sensing data generated by a plurality of pixel arrays and combining said data into a three dimensional image stream.
It will be appreciated that various features disclosed herein provide significant advantages and advancements in the art. The following embodiments are exemplary of some of those features.
In the foregoing Detailed Description of the Disclosure, various features of the disclosure are grouped together in a single embodiment for the purpose of streamlining the disclosure. This method of disclosure is not to be interpreted as reflecting an intention that the disclosure requires more features than are expressly recited in each claim, if any. Rather, inventive aspects lie in less than all features of a single foregoing disclosed embodiment.
It is to be understood that the above-described arrangements are only illustrative of the application of the principles of the disclosure. Numerous modifications and alternative arrangements may be devised by those skilled in the art without departing from the spirit and scope of the disclosure.
Thus, while the disclosure has been shown in the drawings and described above with particularity and detail, it will be apparent to those of ordinary skill in the art that numerous modifications, including, but not limited to, variations in size, materials, shape, form, function and manner of operation, assembly and use may be made without departing from the principles and concepts set forth herein.
Further, where appropriate, functions described herein can be performed in one or more of: hardware, software, firmware, digital components, or analog components. For example, one or more application specific integrated circuits (ASICs) can be programmed to carry out one or more of the systems and procedures described herein. Certain terms are used throughout the following description to refer to particular system components. As one skilled in the art will appreciate, components may be referred to by different names. This document does not intend to distinguish between components that differ in name, but not function.
This application is a continuation of U.S. application Ser. No. 16/940,189, filed Jul. 27, 2020, which is a continuation of U.S. application Ser. No. 16/398,114, filed Apr. 29, 2019, which is a continuation of U.S. application Ser. No. 15/701,264, filed on Sep. 11, 2017 (now U.S. Pat. No. 10,277,875), which is a continuation of U.S. application Ser. No. 15/369,170, filed on Dec. 5, 2016 (now U.S. Pat. No. 9,762,879, issued Sep. 12, 2017), which is a division of U.S. application Ser. No. 13/952,570, filed on Jul. 26, 2013 (now U.S. Pat. No. 9,516,239, issued Dec. 6, 2016) and claims the benefit of U.S. Provisional Patent Application No. 61/676,289, filed on Jul. 26, 2012, and U.S. Provisional Patent Application No. 61/790,487, filed on Mar. 15, 2013, and U.S. Provisional Patent Application No. 61/790,719, filed on Mar. 15, 2013 and U.S. Provisional Patent Application No. 61/791,473, filed on Mar. 15, 2013, which are hereby incorporated by reference herein in their entireties, including but not limited to those portions that specifically appear hereinafter, the incorporation by reference being made with the following exception: In the event that any portion of the above-referenced applications is inconsistent with this application, this application supersedes said above-referenced applications.
Number | Name | Date | Kind |
---|---|---|---|
3666885 | Hemsley et al. | May 1972 | A |
4011403 | Epstein et al. | Mar 1977 | A |
4356534 | Hattori | Oct 1982 | A |
4363963 | Ando | Dec 1982 | A |
4433675 | Konoshima | Feb 1984 | A |
4436095 | Kruger | Mar 1984 | A |
4473839 | Noda | Sep 1984 | A |
4644403 | Sakai et al. | Feb 1987 | A |
4651226 | Motoori et al. | Mar 1987 | A |
4692606 | Sakai et al. | Sep 1987 | A |
4740837 | Yanagisawa et al. | Apr 1988 | A |
4741327 | Yabe | May 1988 | A |
4742388 | Cooper et al. | May 1988 | A |
4745471 | Takamura et al. | May 1988 | A |
4773396 | Okazaki | Sep 1988 | A |
4782386 | Ams et al. | Nov 1988 | A |
4786965 | Yabe | Nov 1988 | A |
4832003 | Yabe | May 1989 | A |
4845555 | Yabe et al. | Jul 1989 | A |
4853772 | Kikuchi | Aug 1989 | A |
4853773 | Hibino et al. | Aug 1989 | A |
4865018 | Kanno et al. | Sep 1989 | A |
4866526 | Ams et al. | Sep 1989 | A |
4884133 | Kanno et al. | Nov 1989 | A |
4884134 | Tsuji et al. | Nov 1989 | A |
4908701 | Udagawa | Mar 1990 | A |
4918521 | Yabe et al. | Apr 1990 | A |
4924856 | Noguchi | May 1990 | A |
4938205 | Nudelman | Jul 1990 | A |
4942473 | Zeevi et al. | Jul 1990 | A |
4947246 | Kikuchi | Aug 1990 | A |
4953539 | Nakamura et al. | Sep 1990 | A |
4959710 | Uehara et al. | Sep 1990 | A |
4963960 | Takami | Oct 1990 | A |
5001556 | Nakamura et al. | Mar 1991 | A |
5016975 | Sasaki et al. | May 1991 | A |
5021888 | Kondou et al. | Jun 1991 | A |
5047846 | Uchiyama et al. | Sep 1991 | A |
RE33854 | Adair | Mar 1992 | E |
5103497 | Hicks | Apr 1992 | A |
5111804 | Funakoshi | May 1992 | A |
5133035 | Hicks | Jul 1992 | A |
5187572 | Nakamura et al. | Feb 1993 | A |
5188094 | Adair | Feb 1993 | A |
5196938 | Blessinger | Mar 1993 | A |
5200838 | Nudelman et al. | Apr 1993 | A |
5220198 | Tsuji | Jun 1993 | A |
5228430 | Sakamoto | Jul 1993 | A |
5233416 | Inoue | Aug 1993 | A |
5241170 | Field, Jr. et al. | Aug 1993 | A |
5255087 | Nakamura et al. | Oct 1993 | A |
5264925 | Shipp et al. | Nov 1993 | A |
5313306 | Kuban et al. | May 1994 | A |
5325847 | Matsuno | Jul 1994 | A |
5365268 | Minami | Nov 1994 | A |
5402768 | Adair | Apr 1995 | A |
5408268 | Shipp | Apr 1995 | A |
5411020 | Ito | May 1995 | A |
5427087 | Ito et al. | Jun 1995 | A |
5454366 | Ito et al. | Oct 1995 | A |
5494483 | Adair | Feb 1996 | A |
5523786 | Parulski | Jun 1996 | A |
5550595 | Hannah | Aug 1996 | A |
5558841 | Nakagawa et al. | Sep 1996 | A |
5594497 | Ahern et al. | Jan 1997 | A |
5627584 | Nishikori et al. | May 1997 | A |
5658238 | Suzuki et al. | Aug 1997 | A |
5665959 | Fossum et al. | Sep 1997 | A |
5704836 | Norton et al. | Jan 1998 | A |
5730702 | Tanaka et al. | Mar 1998 | A |
5734418 | Danna | Mar 1998 | A |
5748234 | Lippincott | May 1998 | A |
5749830 | Kaneko et al. | May 1998 | A |
5754313 | Pelchy et al. | May 1998 | A |
5783909 | Hochstein | Jul 1998 | A |
5784099 | Lippincott | Jul 1998 | A |
5857963 | Pelchy et al. | Jan 1999 | A |
5887049 | Fossum | Mar 1999 | A |
5924978 | Koeda et al. | Jul 1999 | A |
5929901 | Adair et al. | Jul 1999 | A |
5949483 | Fossum et al. | Sep 1999 | A |
5957834 | Mochida | Sep 1999 | A |
5986693 | Adair et al. | Nov 1999 | A |
5995136 | Hattori et al. | Nov 1999 | A |
6023315 | Harrold et al. | Feb 2000 | A |
6038067 | George | Mar 2000 | A |
6043839 | Adair et al. | Mar 2000 | A |
6139489 | Wampler et al. | Oct 2000 | A |
6141505 | Miyata et al. | Oct 2000 | A |
6142930 | Ito et al. | Nov 2000 | A |
6166768 | Fossum et al. | Dec 2000 | A |
6184922 | Saito et al. | Feb 2001 | B1 |
6184940 | Sano | Feb 2001 | B1 |
6215517 | Takahashi et al. | Mar 2001 | B1 |
6222175 | Krymski | Apr 2001 | B1 |
6239456 | Berezin et al. | May 2001 | B1 |
6272269 | Naum | Aug 2001 | B1 |
6275255 | Adair et al. | Aug 2001 | B1 |
6292220 | Ogawa et al. | Sep 2001 | B1 |
6294775 | Seibel et al. | Sep 2001 | B1 |
6310642 | Adair et al. | Oct 2001 | B1 |
6320331 | Iida et al. | Nov 2001 | B1 |
6331156 | Haefele et al. | Dec 2001 | B1 |
6389205 | Muckner et al. | May 2002 | B1 |
6416463 | Tsuzuki et al. | Jul 2002 | B1 |
6429953 | Feng | Aug 2002 | B1 |
6444970 | Barbato | Sep 2002 | B1 |
6445022 | Barna et al. | Sep 2002 | B1 |
6445139 | Marshall et al. | Sep 2002 | B1 |
6464633 | Hosoda | Oct 2002 | B1 |
6466618 | Messing et al. | Oct 2002 | B1 |
6485414 | Neuberger | Nov 2002 | B1 |
6512280 | Chen et al. | Jan 2003 | B2 |
6567115 | Miyashita et al. | May 2003 | B1 |
6627474 | Barna et al. | Sep 2003 | B2 |
6631230 | Campbell | Oct 2003 | B1 |
6659940 | Adler | Dec 2003 | B2 |
6665013 | Fossum et al. | Dec 2003 | B1 |
6677992 | Matsumoto et al. | Jan 2004 | B1 |
6687534 | Tsujita | Feb 2004 | B2 |
6690466 | Miller et al. | Feb 2004 | B2 |
6692431 | Kazakevich | Feb 2004 | B2 |
6707499 | Kung et al. | Mar 2004 | B1 |
6772181 | Fu et al. | Aug 2004 | B1 |
6773392 | Kikuchi et al. | Aug 2004 | B2 |
6791739 | Ramanujan et al. | Sep 2004 | B2 |
6796939 | Hirata et al. | Sep 2004 | B1 |
6799065 | Niemeyer | Sep 2004 | B1 |
6809358 | Hsieh et al. | Oct 2004 | B2 |
6836288 | Lewis | Dec 2004 | B1 |
6838653 | Campbell et al. | Jan 2005 | B2 |
6841947 | Berg-johansen | Jan 2005 | B2 |
6847399 | Ang | Jan 2005 | B1 |
6856712 | Fauver et al. | Feb 2005 | B2 |
6873363 | Barna et al. | Mar 2005 | B1 |
6879340 | Chevallier | Apr 2005 | B1 |
6899675 | Cline et al. | May 2005 | B2 |
6900829 | Orzawa et al. | May 2005 | B1 |
6906745 | Fossum et al. | Jun 2005 | B1 |
6921920 | Kazakevich | Jul 2005 | B2 |
6933974 | Lee | Aug 2005 | B2 |
6947090 | Komoro et al. | Sep 2005 | B2 |
6961461 | MacKinnon et al. | Nov 2005 | B2 |
6970195 | Bidermann et al. | Nov 2005 | B1 |
6977733 | Denk et al. | Dec 2005 | B2 |
6982740 | Adair et al. | Jan 2006 | B2 |
6998594 | Gaines et al. | Feb 2006 | B2 |
6999118 | Suzuki | Feb 2006 | B2 |
7009634 | Iddan et al. | Mar 2006 | B2 |
7009648 | Lauxtermann et al. | Mar 2006 | B2 |
7030904 | Adair et al. | Apr 2006 | B2 |
7037259 | Hakamata et al. | May 2006 | B2 |
7068878 | Crossman-Bosworth et al. | Jun 2006 | B2 |
7071979 | Ohtani et al. | Jul 2006 | B1 |
7079178 | Hynecek | Jul 2006 | B2 |
7102682 | Baer | Sep 2006 | B2 |
7105371 | Fossum et al. | Sep 2006 | B2 |
7106377 | Bean et al. | Sep 2006 | B2 |
7119839 | Mansoorian | Oct 2006 | B1 |
7151568 | Kawachi et al. | Dec 2006 | B2 |
7159782 | Johnston et al. | Jan 2007 | B2 |
7184084 | Glenn | Feb 2007 | B2 |
7189226 | Auld et al. | Mar 2007 | B2 |
7189961 | Johnston et al. | Mar 2007 | B2 |
7194129 | Reinhart | Mar 2007 | B1 |
7208983 | Imaizumi et al. | Apr 2007 | B2 |
7252236 | Johnston et al. | Aug 2007 | B2 |
7258663 | Doguchi et al. | Aug 2007 | B2 |
7261687 | Yang | Aug 2007 | B2 |
7280139 | Pahr et al. | Oct 2007 | B2 |
7298938 | Johnston | Nov 2007 | B2 |
7312879 | Johnston | Dec 2007 | B2 |
7319478 | Dolt et al. | Jan 2008 | B2 |
7355155 | Wang | Apr 2008 | B2 |
7356198 | Chauville et al. | Apr 2008 | B2 |
7365768 | Ono et al. | Apr 2008 | B1 |
7369140 | King et al. | May 2008 | B1 |
7369176 | Sonnenschein et al. | May 2008 | B2 |
7385708 | Ackerman et al. | Jun 2008 | B2 |
7455638 | Ogawa et al. | Nov 2008 | B2 |
7470229 | Ogawa et al. | Dec 2008 | B2 |
7476197 | Wiklof et al. | Jan 2009 | B2 |
7532760 | Kaplinsky et al. | May 2009 | B2 |
7540645 | Choi | May 2009 | B2 |
7544163 | MacKinnon et al. | Jun 2009 | B2 |
7545434 | Bean et al. | Jun 2009 | B2 |
7564935 | Suzuki | Jul 2009 | B2 |
7567291 | Bechtel et al. | Jul 2009 | B2 |
7573516 | Krymski et al. | Aug 2009 | B2 |
7573519 | Phan et al. | Aug 2009 | B2 |
7583872 | Seibel et al. | Sep 2009 | B2 |
7608807 | Hick et al. | Oct 2009 | B2 |
7616238 | Avni et al. | Nov 2009 | B2 |
7630008 | Sarwari | Dec 2009 | B2 |
7744528 | Wallace et al. | Jun 2010 | B2 |
7760258 | Huang et al. | Jul 2010 | B2 |
7783133 | Dunki-Jacobs et al. | Aug 2010 | B2 |
7784697 | Johnston et al. | Aug 2010 | B2 |
7791009 | Johnston et al. | Sep 2010 | B2 |
7792378 | Liege et al. | Sep 2010 | B2 |
7794394 | Frangioni | Sep 2010 | B2 |
7796870 | Wang | Sep 2010 | B2 |
7813538 | Carroll et al. | Oct 2010 | B2 |
7901974 | Venezia et al. | Mar 2011 | B2 |
7914447 | Kanai | Mar 2011 | B2 |
7916193 | Fossum | Mar 2011 | B2 |
7935050 | Luanava et al. | May 2011 | B2 |
7944566 | Xie | May 2011 | B2 |
7952096 | Rhodes | May 2011 | B2 |
7969097 | Van De Ven | Jun 2011 | B2 |
7995123 | Lee et al. | Aug 2011 | B2 |
8018589 | MacKinnon et al. | Sep 2011 | B2 |
8040394 | Fossum et al. | Oct 2011 | B2 |
8054339 | Fossum et al. | Nov 2011 | B2 |
8059174 | Mann et al. | Nov 2011 | B2 |
8100826 | MacKinnon et al. | Jan 2012 | B2 |
8159584 | Iwabuchi et al. | Apr 2012 | B2 |
8193542 | Machara | Jun 2012 | B2 |
8194061 | Wang et al. | Jun 2012 | B2 |
8212884 | Seibel et al. | Jul 2012 | B2 |
8213698 | Wang | Jul 2012 | B2 |
8231522 | Endo et al. | Jul 2012 | B2 |
8300111 | Iwane | Oct 2012 | B2 |
8372003 | St. George et al. | Feb 2013 | B2 |
8382662 | Soper et al. | Feb 2013 | B2 |
8396535 | Wang et al. | Mar 2013 | B2 |
8423110 | Barbato et al. | Apr 2013 | B2 |
8471938 | Altice, Jr. et al. | Jun 2013 | B2 |
8476575 | Mokhuatyuk | Jul 2013 | B2 |
8482823 | Cheng | Jul 2013 | B2 |
8493474 | Richardson | Jul 2013 | B2 |
8493564 | Brukilacchio et al. | Jul 2013 | B2 |
8523367 | Ogura | Sep 2013 | B2 |
8537203 | Seibel et al. | Sep 2013 | B2 |
8559743 | Liege et al. | Oct 2013 | B2 |
8582011 | Dosluoglu | Nov 2013 | B2 |
8602971 | Farr | Dec 2013 | B2 |
8605177 | Rossi et al. | Dec 2013 | B2 |
8610808 | Prescher et al. | Dec 2013 | B2 |
8614754 | Fossum | Dec 2013 | B2 |
8625016 | Fossum et al. | Jan 2014 | B2 |
8638847 | Wang | Jan 2014 | B2 |
8648287 | Fossum | Feb 2014 | B1 |
8649848 | Crane et al. | Feb 2014 | B2 |
8668339 | Kabuki et al. | Mar 2014 | B2 |
8675125 | Cossairt et al. | Mar 2014 | B2 |
8698887 | Makino et al. | Apr 2014 | B2 |
8836834 | Hashimoto et al. | Sep 2014 | B2 |
8848063 | Jo et al. | Sep 2014 | B2 |
8858425 | Farr et al. | Oct 2014 | B2 |
8885034 | Adair et al. | Nov 2014 | B2 |
8941308 | Briggs | Jan 2015 | B2 |
9182337 | Kamee et al. | Nov 2015 | B2 |
9349764 | Lee et al. | May 2016 | B1 |
9509917 | Blanquart et al. | Nov 2016 | B2 |
9516239 | Blanquart et al. | Dec 2016 | B2 |
9634878 | Bench et al. | Apr 2017 | B1 |
9762879 | Blanquart et al. | Sep 2017 | B2 |
9777913 | Talbert et al. | Oct 2017 | B2 |
10084944 | Henley et al. | Sep 2018 | B2 |
10251530 | Henley et al. | Apr 2019 | B2 |
10277875 | Blanquart et al. | Apr 2019 | B2 |
10568496 | Blanquart et al. | Feb 2020 | B2 |
10785461 | Blanquart et al. | Sep 2020 | B2 |
10911649 | Henley et al. | Feb 2021 | B2 |
10917562 | Richardson et al. | Feb 2021 | B2 |
11070779 | Blanquart et al. | Jul 2021 | B2 |
20010016064 | Tsuruoka | Aug 2001 | A1 |
20010017649 | Yaron | Aug 2001 | A1 |
20010030744 | Chang | Oct 2001 | A1 |
20010055462 | Seibel | Dec 2001 | A1 |
20020045801 | Niida et al. | Apr 2002 | A1 |
20020054219 | Jaspers | May 2002 | A1 |
20020064341 | Fauver et al. | May 2002 | A1 |
20020080248 | Adair et al. | Jun 2002 | A1 |
20020080359 | Denk et al. | Jun 2002 | A1 |
20020140844 | Kurokawa et al. | Oct 2002 | A1 |
20020158976 | Vni et al. | Oct 2002 | A1 |
20020158986 | Baer | Oct 2002 | A1 |
20030007087 | Hakamata et al. | Jan 2003 | A1 |
20030007686 | Roever | Jan 2003 | A1 |
20030107664 | Suzuki | Jun 2003 | A1 |
20030112507 | Divelbiss et al. | Jun 2003 | A1 |
20030189663 | Dolt et al. | Oct 2003 | A1 |
20030189705 | Pardo | Oct 2003 | A1 |
20040082833 | Adler et al. | Apr 2004 | A1 |
20040170712 | Sadek El Mogy | Sep 2004 | A1 |
20040215059 | Homan et al. | Oct 2004 | A1 |
20050009982 | Inagaki et al. | Jan 2005 | A1 |
20050010081 | Doguchi et al. | Jan 2005 | A1 |
20050027164 | Barbato et al. | Feb 2005 | A1 |
20050038322 | Banik | Feb 2005 | A1 |
20050041571 | Ichihara et al. | Feb 2005 | A1 |
20050052680 | Okamura | Mar 2005 | A1 |
20050113641 | Bala | May 2005 | A1 |
20050122530 | Denk et al. | Jun 2005 | A1 |
20050151866 | Ando et al. | Jul 2005 | A1 |
20050169375 | Pai et al. | Aug 2005 | A1 |
20050200291 | Naugler, Jr. et al. | Sep 2005 | A1 |
20050234302 | MacKinnon et al. | Oct 2005 | A1 |
20050237384 | Jess et al. | Oct 2005 | A1 |
20050261552 | Mori et al. | Nov 2005 | A1 |
20050267328 | Blumzvig et al. | Dec 2005 | A1 |
20050267329 | Konstorum et al. | Dec 2005 | A1 |
20050277808 | Sonnenschein et al. | Dec 2005 | A1 |
20050288546 | Sonnenschein et al. | Dec 2005 | A1 |
20060038823 | Arcas | Feb 2006 | A1 |
20060069314 | Farr | Mar 2006 | A1 |
20060087841 | Chern et al. | Apr 2006 | A1 |
20060106284 | Shouji et al. | May 2006 | A1 |
20060197664 | Zhang et al. | Sep 2006 | A1 |
20060202036 | Wang et al. | Sep 2006 | A1 |
20060221250 | Rossbach et al. | Oct 2006 | A1 |
20060226231 | Johnston et al. | Oct 2006 | A1 |
20060264734 | Kimoto et al. | Nov 2006 | A1 |
20060274335 | Wittenstein | Dec 2006 | A1 |
20070010712 | Negishi | Jan 2007 | A1 |
20070010713 | Negishi | Jan 2007 | A1 |
20070029629 | Yazdi | Feb 2007 | A1 |
20070041448 | Miller | Feb 2007 | A1 |
20070066868 | Shikii | Mar 2007 | A1 |
20070083085 | Birnkrant et al. | Apr 2007 | A1 |
20070092283 | Sugihara | Apr 2007 | A1 |
20070129601 | Johnston et al. | Jun 2007 | A1 |
20070147033 | Ogawa et al. | Jun 2007 | A1 |
20070182723 | Imai et al. | Aug 2007 | A1 |
20070182842 | Sonnenschein et al. | Aug 2007 | A1 |
20070225560 | Avni et al. | Sep 2007 | A1 |
20070244364 | Luanava et al. | Oct 2007 | A1 |
20070244365 | Wiklof | Oct 2007 | A1 |
20070274649 | Takahashi et al. | Nov 2007 | A1 |
20070276187 | Wiklof et al. | Nov 2007 | A1 |
20070279486 | Bayer et al. | Dec 2007 | A1 |
20070285526 | Mann et al. | Dec 2007 | A1 |
20070293720 | Bayer | Dec 2007 | A1 |
20080045800 | Farr | Feb 2008 | A2 |
20080049132 | Suzuki | Feb 2008 | A1 |
20080088719 | Jacob et al. | Apr 2008 | A1 |
20080107333 | Mazinani et al. | May 2008 | A1 |
20080136953 | Barnea et al. | Jun 2008 | A1 |
20080158348 | Karpen et al. | Jul 2008 | A1 |
20080164550 | Chen et al. | Jul 2008 | A1 |
20080165360 | Johnston | Jul 2008 | A1 |
20080167523 | Uchiyama et al. | Jul 2008 | A1 |
20080192131 | Kim et al. | Aug 2008 | A1 |
20080208077 | Iddan et al. | Aug 2008 | A1 |
20080218598 | Harada et al. | Sep 2008 | A1 |
20080218615 | Huang et al. | Sep 2008 | A1 |
20080218824 | Johnston et al. | Sep 2008 | A1 |
20080249369 | Seibel et al. | Oct 2008 | A1 |
20080287742 | St. George et al. | Nov 2008 | A1 |
20090012361 | MacKinnon et al. | Jan 2009 | A1 |
20090012368 | Banik | Jan 2009 | A1 |
20090021588 | Border et al. | Jan 2009 | A1 |
20090021618 | Schwarz et al. | Jan 2009 | A1 |
20090024000 | Chen | Jan 2009 | A1 |
20090028465 | Pan | Jan 2009 | A1 |
20090074265 | Huang et al. | Mar 2009 | A1 |
20090091645 | Trimeche et al. | Apr 2009 | A1 |
20090137893 | Seibel et al. | May 2009 | A1 |
20090147077 | Tani et al. | Jun 2009 | A1 |
20090154886 | Lewis et al. | Jun 2009 | A1 |
20090160976 | Chen et al. | Jun 2009 | A1 |
20090189530 | Ashdown et al. | Jul 2009 | A1 |
20090208143 | Yoon et al. | Aug 2009 | A1 |
20090227847 | Tepper et al. | Sep 2009 | A1 |
20090232213 | Jia | Sep 2009 | A1 |
20090259102 | Koninckx et al. | Oct 2009 | A1 |
20090268063 | Ellis-Monaghan et al. | Oct 2009 | A1 |
20090274380 | Wedi | Nov 2009 | A1 |
20090292168 | Farr | Nov 2009 | A1 |
20090309500 | Reisch | Dec 2009 | A1 |
20090316116 | Melville et al. | Dec 2009 | A1 |
20090322912 | Blanquart | Dec 2009 | A1 |
20100004513 | MacKinnon et al. | Jan 2010 | A1 |
20100026722 | Kondo | Feb 2010 | A1 |
20100049180 | Wells et al. | Feb 2010 | A1 |
20100069713 | Endo et al. | Mar 2010 | A1 |
20100092151 | Miyakoshi | Apr 2010 | A1 |
20100102199 | Negley et al. | Apr 2010 | A1 |
20100121142 | OuYang et al. | May 2010 | A1 |
20100121143 | Sugimoto et al. | May 2010 | A1 |
20100123775 | Shibasaki | May 2010 | A1 |
20100134608 | Shibasaki | Jun 2010 | A1 |
20100134662 | Bub | Jun 2010 | A1 |
20100135398 | Wittmann et al. | Jun 2010 | A1 |
20100137684 | Shibasaki et al. | Jun 2010 | A1 |
20100149421 | Lin et al. | Jun 2010 | A1 |
20100157037 | Iketani et al. | Jun 2010 | A1 |
20100157039 | Sugai | Jun 2010 | A1 |
20100165087 | Corso et al. | Jul 2010 | A1 |
20100171429 | Garcia et al. | Jul 2010 | A1 |
20100182446 | Matsubayashi | Jul 2010 | A1 |
20100198009 | Farr et al. | Aug 2010 | A1 |
20100198134 | Eckhouse et al. | Aug 2010 | A1 |
20100201797 | Shizukuishi et al. | Aug 2010 | A1 |
20100208056 | Olsson et al. | Aug 2010 | A1 |
20100228089 | Hoffman et al. | Sep 2010 | A1 |
20100261961 | Scott et al. | Oct 2010 | A1 |
20100274082 | Iguchi et al. | Oct 2010 | A1 |
20100274090 | Ozaki et al. | Oct 2010 | A1 |
20100305406 | Braun et al. | Dec 2010 | A1 |
20100309333 | Smith et al. | Dec 2010 | A1 |
20110028790 | Farr et al. | Feb 2011 | A1 |
20110034769 | Adair et al. | Feb 2011 | A1 |
20110051390 | Lin et al. | Mar 2011 | A1 |
20110063483 | Rossi et al. | Mar 2011 | A1 |
20110122301 | Yamura et al. | May 2011 | A1 |
20110149358 | Cheng | Jun 2011 | A1 |
20110181709 | Wright et al. | Jul 2011 | A1 |
20110181840 | Cobb | Jul 2011 | A1 |
20110184239 | Wright et al. | Jul 2011 | A1 |
20110184243 | Wright et al. | Jul 2011 | A1 |
20110208004 | Feingold et al. | Aug 2011 | A1 |
20110212649 | Stokoe et al. | Sep 2011 | A1 |
20110237882 | Saito | Sep 2011 | A1 |
20110237884 | Saito | Sep 2011 | A1 |
20110245605 | Jacobsen et al. | Oct 2011 | A1 |
20110245616 | Kobayashi | Oct 2011 | A1 |
20110255844 | Wu et al. | Oct 2011 | A1 |
20110274175 | Sumitomo | Nov 2011 | A1 |
20110279679 | Samuel et al. | Nov 2011 | A1 |
20110288374 | Hadani et al. | Nov 2011 | A1 |
20110291564 | Huang | Dec 2011 | A1 |
20110292258 | Adler et al. | Dec 2011 | A1 |
20110295061 | Haramaty et al. | Dec 2011 | A1 |
20120004508 | McDowall et al. | Jan 2012 | A1 |
20120014563 | Bendall | Jan 2012 | A1 |
20120016200 | Seto et al. | Jan 2012 | A1 |
20120029279 | Kucklick | Feb 2012 | A1 |
20120033118 | Lee et al. | Feb 2012 | A1 |
20120041267 | Benning et al. | Feb 2012 | A1 |
20120041534 | Clerc et al. | Feb 2012 | A1 |
20120050592 | Oguma | Mar 2012 | A1 |
20120078052 | Cheng | Mar 2012 | A1 |
20120098933 | Robinson et al. | Apr 2012 | A1 |
20120104230 | Eismann et al. | May 2012 | A1 |
20120113506 | Gmitro et al. | May 2012 | A1 |
20120120282 | Goris | May 2012 | A1 |
20120140302 | Xie et al. | Jun 2012 | A1 |
20120155761 | Matsuoka | Jun 2012 | A1 |
20120157774 | Kaku | Jun 2012 | A1 |
20120172665 | Alyn et al. | Jul 2012 | A1 |
20120194686 | Liu et al. | Aug 2012 | A1 |
20120197080 | Murayama | Aug 2012 | A1 |
20120200685 | Kawasaki et al. | Aug 2012 | A1 |
20120209071 | Bayer et al. | Aug 2012 | A1 |
20120242975 | Min et al. | Sep 2012 | A1 |
20120262621 | Sato et al. | Oct 2012 | A1 |
20120281111 | Jo et al. | Nov 2012 | A1 |
20120296238 | Chernov et al. | Nov 2012 | A1 |
20120319586 | Riesebosch | Dec 2012 | A1 |
20120327270 | Shirakawa et al. | Dec 2012 | A1 |
20130016200 | Ovod | Jan 2013 | A1 |
20130018256 | Kislev et al. | Jan 2013 | A1 |
20130035545 | Ono | Feb 2013 | A1 |
20130053642 | Mizuyoshi et al. | Feb 2013 | A1 |
20130070071 | Peltie et al. | Mar 2013 | A1 |
20130126708 | Blanquart | May 2013 | A1 |
20130127934 | Chiang | May 2013 | A1 |
20130135589 | Curtis et al. | May 2013 | A1 |
20130144120 | Yamazaki | Jun 2013 | A1 |
20130155215 | Shimada et al. | Jun 2013 | A1 |
20130155305 | Shintani | Jun 2013 | A1 |
20130158346 | Soper et al. | Jun 2013 | A1 |
20130184524 | Shimada et al. | Jul 2013 | A1 |
20130211217 | Yamaguchi et al. | Aug 2013 | A1 |
20130242069 | Kobayashi | Sep 2013 | A1 |
20130244453 | Sakamoto | Sep 2013 | A1 |
20130274597 | Byrne et al. | Oct 2013 | A1 |
20130289347 | Ito et al. | Oct 2013 | A1 |
20130292571 | Mukherjee et al. | Nov 2013 | A1 |
20130296651 | Ito et al. | Nov 2013 | A1 |
20130296652 | Farr | Nov 2013 | A1 |
20130300837 | DiCarlo et al. | Nov 2013 | A1 |
20130342690 | Williams et al. | Dec 2013 | A1 |
20140012078 | Coussa | Jan 2014 | A1 |
20140022365 | Yoshino | Jan 2014 | A1 |
20140031623 | Kagaya | Jan 2014 | A1 |
20140005532 | Choi et al. | Feb 2014 | A1 |
20140052004 | D'Alfonso et al. | Feb 2014 | A1 |
20140066711 | Farin et al. | Mar 2014 | A1 |
20140073852 | Banik et al. | Mar 2014 | A1 |
20140073853 | Swisher et al. | Mar 2014 | A1 |
20140078278 | Lei | Mar 2014 | A1 |
20140088363 | Sakai et al. | Mar 2014 | A1 |
20140094649 | Ito | Apr 2014 | A1 |
20140104466 | Fossum | Apr 2014 | A1 |
20140110485 | Toa et al. | Apr 2014 | A1 |
20140142383 | Blumenzweig et al. | May 2014 | A1 |
20140160318 | Blanquart et al. | Jun 2014 | A1 |
20140163319 | Blanquart et al. | Jun 2014 | A1 |
20140198249 | Tanaka et al. | Jul 2014 | A1 |
20140203084 | Wang | Jul 2014 | A1 |
20140225215 | Chien et al. | Aug 2014 | A1 |
20140267655 | Richardson et al. | Sep 2014 | A1 |
20140267851 | Rhoads | Sep 2014 | A1 |
20140267890 | Lelescu et al. | Sep 2014 | A1 |
20140268860 | Talbert et al. | Sep 2014 | A1 |
20140275764 | Shen et al. | Sep 2014 | A1 |
20140288365 | Henley et al. | Sep 2014 | A1 |
20140300698 | Wany | Oct 2014 | A1 |
20140316197 | St. George et al. | Oct 2014 | A1 |
20140316199 | Kucklick | Oct 2014 | A1 |
20140354788 | Yano | Dec 2014 | A1 |
20140364689 | Adair et al. | Dec 2014 | A1 |
20150023611 | Salvador et al. | Jan 2015 | A1 |
20150237245 | Renard et al. | Aug 2015 | A1 |
20150271370 | Henley et al. | Sep 2015 | A1 |
20160183775 | Blanquart et al. | Jun 2016 | A1 |
20170085853 | Blanquart et al. | Mar 2017 | A1 |
20170230574 | Richardson et al. | Aug 2017 | A1 |
20190028621 | Henley et al. | Jan 2019 | A1 |
20190133416 | Henley et al. | May 2019 | A1 |
20190174058 | Richardson et al. | Jun 2019 | A1 |
20190197712 | Talbert et al. | Jun 2019 | A1 |
20190200906 | Shelton, IV et al. | Jul 2019 | A1 |
20190253685 | Blanquart et al. | Aug 2019 | A1 |
20200292160 | Talbert et al. | Sep 2020 | A1 |
Number | Date | Country |
---|---|---|
1520696 | Aug 2004 | CN |
101079966 | Nov 2007 | CN |
201239130 | May 2009 | CN |
101449575 | Jun 2009 | CN |
101634749 | Jan 2010 | CN |
101755448 | Jun 2010 | CN |
102469932 | May 2012 | CN |
103185960 | Jul 2013 | CN |
0660616 | Jun 1995 | EP |
0904725 | Mar 1999 | EP |
1079255 | Feb 2001 | EP |
1116473 | Jul 2001 | EP |
1637062 | Mar 2006 | EP |
1712177 | Oct 2006 | EP |
1819151 | Aug 2007 | EP |
2359739 | Aug 2011 | EP |
2371268 | Aug 2011 | EP |
2478693 | Jul 2012 | EP |
3459431 | Mar 2014 | EP |
236893 | Aug 2020 | IL |
H04-039789 | Apr 1992 | JP |
H07-240931 | Sep 1995 | JP |
1995-240931 | Mar 1997 | JP |
2000-051150 | Feb 2000 | JP |
200-199863 | Jul 2000 | JP |
2000270230 | Sep 2000 | JP |
2001190489 | Jul 2001 | JP |
2001-308531 | Nov 2001 | JP |
2002-020816 | Jan 2002 | JP |
2002-028125 | Jan 2002 | JP |
2002-045329 | Feb 2002 | JP |
2002-112961 | Apr 2002 | JP |
2005-204741 | Aug 2005 | JP |
2007-029746 | Feb 2007 | JP |
2007143963 | Jun 2007 | JP |
2007-240931 | Sep 2007 | JP |
2008514304 | May 2008 | JP |
2008-153313 | Jul 2008 | JP |
2008264539 | Nov 2008 | JP |
2008295929 | Dec 2008 | JP |
2009-537283 | Oct 2009 | JP |
2010-17377 | Jan 2010 | JP |
2010-068992 | Apr 2010 | JP |
2010-125284 | Jun 2010 | JP |
2010-158415 | Jul 2010 | JP |
2011-055327 | Mar 2011 | JP |
2011514605 | May 2011 | JP |
2011514605 | May 2011 | JP |
2012-000160 | Jan 2012 | JP |
2012024450 | Feb 2012 | JP |
2013-27432 | Feb 2013 | JP |
2011-267098 | Jun 2013 | JP |
2014514782 | Jun 2014 | JP |
5682812 | Jan 2015 | JP |
2015525642 | Sep 2015 | JP |
A61-62440 | Jun 2017 | JP |
6804488 | Dec 2020 | JP |
2015001195 | Jan 2016 | MX |
346174 | Mar 2017 | MX |
1996005693 | Feb 1996 | WO |
2006037034 | Apr 2006 | WO |
2009120228 | Jan 2009 | WO |
2009018613 | Feb 2009 | WO |
2009045235 | Apr 2009 | WO |
2009115885 | Sep 2009 | WO |
2009120228 | Oct 2009 | WO |
2012043771 | Apr 2012 | WO |
2012043771 | May 2012 | WO |
2012137845 | Oct 2012 | WO |
Entry |
---|
Blumenfeld, et al. Three dimensional image registration of MR proximal femur images for the analysis of trabecular bone parameters. Oct. 2008. [retrieved on Jul. 30, 2014] Retrieved from the internet: <URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2673590/>. |
Jack, Keith “Video Demystified: A Handbook for the Digital Engineer,” 2007 Fifth Edition. ISBN: 978-0-7506-8395-1, p. 21. |
Number | Date | Country | |
---|---|---|---|
20210344885 A1 | Nov 2021 | US |
Number | Date | Country | |
---|---|---|---|
61790487 | Mar 2013 | US | |
61791473 | Mar 2013 | US | |
61790719 | Mar 2013 | US | |
61676289 | Jul 2012 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 13952570 | Jul 2013 | US |
Child | 15369170 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 16940189 | Jul 2020 | US |
Child | 17374907 | US | |
Parent | 16398114 | Apr 2019 | US |
Child | 16940189 | US | |
Parent | 15701264 | Sep 2017 | US |
Child | 16398114 | US | |
Parent | 15369170 | Dec 2016 | US |
Child | 15701264 | US |