Self-service method and device

Information

  • Patent Grant
  • 10636024
  • Patent Number
    10,636,024
  • Date Filed
    Monday, May 21, 2018
    6 years ago
  • Date Issued
    Tuesday, April 28, 2020
    4 years ago
Abstract
Provided are a self-service method and device. The method includes: acquiring by a camera video data associated with a shopping cart at a distance from a shelf less than a preset value; determining whether an article is being placed into the shopping cart, based on identification of the video data; if yes, acquiring an ID of the shopping cart, determining the placed article and associating the ID with the article; displaying a total sum of all articles associated with the ID to the user when detecting the shopping cart corresponding to the ID is located in a preset payment area in the shopping mall; and executing a permitting procedure for allowing the shopping cart corresponding to the ID to pass upon reception of a message fed back from the payment area and indicating that the total sum corresponding to the ID has been cleared.
Description
Cross Reference to Related Applications

This application claims priority under 35 U.S.C. § 119 to Chinese patent application 201711204094.4, filed with the State Intellectual Property Office on Nov. 27, 2017, the disclosure of which is incorporated herein by reference.


TECHNICAL FIELD

The present invention relates to the field of self-service, and particularly to a self-service method and device.


BACKGROUND ART

Self-service methods have been developed as the identification technology for products progresses. However, current self-services involve excessive complicated operations and require great investment, which results in a limited range of application and a failure to apply to general areas which require self-service.


DISCLOSURE OF THE INVENTION

Directed at the defects present in the prior art, embodiments of the present invention provide a self-service method and device which are simple and easy to implement, widely applicable, less resource-consuming and applicable to areas such as a shopping mall.


Specifically, the present invention provides the following specific embodiments.


An embodiment of the present invention provides a self-service method applicable to a shopping mall provided with a plurality of shelves and a plurality of shopping carts. Specifically, each of the shelves is provided with a camera. The shopping carts are respectively pre-provided with different electronic tags. The different electronic tags correspond to different IDs. The method includes:

    • acquiring, by the camera of each of the shelves, video data associated with the shopping cart at a distance from the shelf less than a preset value;
    • determining, based on identification of the video data, whether an article is being placed into the shopping cart;
    • acquiring, if it is determined that an article is being placed into the shopping cart, the ID of the shopping cart, determining the placed article, and associating the ID with the article;
    • displaying to a user a total sum of all the articles associated with the ID, when detecting the shopping cart corresponding to the ID is located in a preset payment area of the shopping mall; and
    • executing a permitting procedure for allowing the shopping cart corresponding to the ID to pass, upon reception of a message fed back from the payment area and indicating that the total sum corresponding to the ID has been cleared.


In a specific embodiment, each of the shelves is further provided with an electronic tag reader. The electronic tag reader is configured to acquire the ID contained in the electronic tag of the shopping cart which is away from the shelf at a distance less than a certain value.


The step of acquiring the ID of the shopping cart, determining the placed article, and associating the ID with the article includes:

    • acquiring the ID of the shopping cart by the electronic tag reader, and identifying a picture of article captured by the camera so as to determine the placed article.


In a specific embodiment, each of the shelves corresponds to a certain type of article within a preset period of time.


The step of identifying a picture of article captured by the camera so as to determine the placed article includes:

    • shooting the article by the camera to capture a picture of article; and
    • performing a first matching procedure, in which the captured picture of article is matched with each of pre-stored pictures of the article on the shelf, so as to determine an article corresponding to the captured picture of article.


In a specific embodiment, if the article corresponding to the captured picture of article cannot be determined through the first matching procedure, a second matching procedure is performed, in which the captured picture of article is matched with pre-stored pictures of all articles in the shopping mall, so as to determine the article corresponding to the picture of article.


In a specific embodiment, the method further includes:

    • generating a prompt message if the acquisition of the ID of the shopping cart or the determination of the placed article fails; where the prompt message is configured to prompt the user to make payment face to face.


An embodiment of the present invention further provides a self-service device applicable to a shopping mall provided with a plurality of shelves and a plurality of shopping carts. Specifically, each of the shelves is provided with a camera. The shopping carts are respectively pre-provided with different electronic tags. The different electronic tags correspond to different IDs. The device includes:

    • an acquiring module configured to acquire, by the camera of each of the shelves, video data associated with the shopping cart which is away from the shelf at a distance less than a preset value;
    • a determining module configured to determine, based on identification of the video data, whether an article is being placed into the shopping cart;
    • an associating module configured to acquire the ID of the shopping cart, determine the placed article, and associating the ID with the article, if it is determined that an article is being placed into the shopping cart;
    • a displaying module configured to display to a user a total sum of all articles associated with the ID, when detecting the shopping cart corresponding to the ID is located in a preset payment area of the shopping mall; and
    • an executing module configured to execute a permitting procedure for allowing the shopping cart corresponding to the ID to pass, upon reception of a message fed back from the payment area and indicating that the total sum corresponding to the ID has been cleared.


In a specific embodiment, the shelf is further provided with an electronic tag reader. The electronic tag reader is configured to acquire the ID contained in the electronic tag of the shopping cart which is away from the shelf at a distance less than a certain value.


The associating module is configured to:

    • acquire the ID of the shopping cart by the electronic tag reader, and identify a picture of article captured by the camera so as to determine the placed article.


In a specific embodiment, each of the shelves corresponds to a certain type of article within a preset period of time.


The identifying a picture of article captured by the camera so as to determine the placed article, performed by the associating module, includes:

    • shooting the article by the camera to capture a picture of article; and
    • performing a first matching procedure, in which the captured picture of article is matched with each of pre-stored pictures of the articles on the shelves, so as to determine an article corresponding to the captured picture of article.


In a specific embodiment, the device further includes a processing module configured to perform a second matching procedure, in which the captured picture of article is matched with pre-stored pictures of all articles in the shopping mall, so as to determine the article corresponding to the picture of article, if the article corresponding to the captured picture of article cannot be determined through the first matching procedure.


In a specific embodiment, the device further includes:

    • a prompting module configured to generate a prompt message if the acquisition of the ID of the shopping cart or the determination of the placed article; where the prompt message is configured to prompt the user to make payment face to face.


Thus, the embodiments of the present invention provide a self-service method and device applicable to a shopping mall provided with a plurality of shelves and a plurality of shopping carts. Specifically, each of the shelves is provided with a camera. The shopping carts are respectively pre-provided with different electronic tags. The different electronic tags correspond to different IDs. The method includes: acquiring, by the camera of each of the shelves, video data associated with the shopping cart at a distance from the shelf less than a preset value; determining, based on identification of the video data, whether an article is being placed into the shopping cart; if it is determined that an article is being placed into the shopping cart, acquiring the ID of the shopping cart, determining the placed article and associating the ID with the article; displaying to a user a total sum of all articles associated with the ID, when detecting the shopping cart corresponding to the ID is located in a preset payment area of the shopping mall; and executing a permitting procedure for allowing the shopping cart corresponding to the ID to pass, upon reception of a message fed back from the payment area and indicating that the total sum corresponding to the ID has been cleared. Self-service shopping, realized by providing such cameras and electronic tags, is simple and easy to implement, widely applicable, less resource-consuming and thus can be applied to areas such as a relatively big shopping mall.





BRIEF DESCRIPTION OF DRAWINGS

In order to more clearly illustrate the technical solutions of the embodiments of the present invention, drawings necessary for the embodiments will be briefly described below. It should be understood that the following drawings merely show some embodiments of the present invention and thus should not be construed as limiting the scope. Other related drawings can be obtained by those ordinarily skilled in the art according to these drawings without any creative effort.



FIG. 1 is a schematic flow chart of a self-service method provided by an embodiment of the present invention;



FIG. 2 is a schematic diagram of the structure of a self-service device provided by an embodiment of the present invention;



FIG. 3 is a schematic diagram of the structure of a self-service device provided by an embodiment of the present invention;



FIG. 4 is a schematic diagram of the structure of a self-service device provided by an embodiment of the present invention.





DETAILED DESCRIPTION OF EMBODIMENTS

Hereinafter, various embodiments of the present disclosure will be described more comprehensively. The present disclosure may have various embodiments, and adjustments and modifications may be made thereto. However, it should be understood that various embodiments of the present disclosure are not indented to be limited to the particular embodiments disclosed herein, and therefore the present disclosure should be considered as encompassing all adjustments, equivalents and/or alternatives that fall within the spirit and scope of the various embodiments of the present disclosure.


Hereinafter, terms such as “include” or “may include” used in the various embodiments of the present disclosure indicate the presence of the disclosed functions, operations or elements, and do not restrict from adding one or more functions, operations or elements. In addition, as used in the various embodiments of the present disclosure, terms such as “include”, “have” and the derivative versions thereof only intend to indicate particular features, numbers, steps, operations, elements, components or combinations thereof, but should not be construed as excluding the possibility that one or more other features, numbers, steps, operations, elements, components or the combinations thereof may be present, or that one or more features, numbers, steps, operations, elements, components or the combinations thereof may be added.


In the various embodiments of the present disclosure, the expression “or” or “at least one of A and/or B” includes any or all combinations of the listed items. For example, the expression “A or B” or “at least one of A and/or B” may include A, may include B or may include both A and B.


The expressions (such as “first” and “second”) used in the various embodiments of the present disclosure may embellish various constituent elements of the various embodiments, but not limit the corresponding constituent elements. For example, the above expressions do not limit the sequence and/or importance of the elements. Such expressions are used only for the purpose of distinguishing one element from other elements. For example, a first user device and a second user device represent different user devices, though both are user devices. For example, a first element may be referred to as a second element, and similarly, a second element may be referred to as a first element, without departing from the scope of the various embodiments of the present disclosure.


It should be noted that, if a constituent element is described to be “connected” to another constituent element, it means that a first constituent element may be directly connected to a second constituent element, and a third constituent element may be connected between the first constituent element and the second constituent element. On the contrary, if a constituent element is “directly connected” to another constituent element, it may be interpreted that there is no third constituent element existing between the first constituent element and the second constituent element.


The term “user” used in the various embodiments of the present disclosure may indicate a person who uses an electronic device or a device which uses an electronic device (e.g. an artificial intelligent electronic device).


The terms used in the various embodiments of the present disclosure are used only for the purpose of describing the particular embodiments, rather than limiting the various embodiments of the present disclosure. As used herein, the singular forms intend to include plural referents unless the context clearly dictates otherwise. Unless otherwise specified, all terms (including technical terms and scientific terms) used herein have the same meaning as that commonly understood by one ordinary skilled in the art of the various embodiments of the present disclosure. The terms (such as those terms defined in a commonly used dictionary) are to be interpreted as having the same meaning as those used in the context of related technical fields, instead of being interpreted as having an ideal meaning or an excessive formal meaning, unless otherwise clearly defined in the various embodiments of the present disclosure.


First Embodiment

The first embodiment of the present invention discloses a self-service method applicable to a shopping mall provided with a plurality of shelves and a plurality of shopping carts. Specifically, each of the shelves is provided with a camera. The shopping carts are respectively pre-provided with different electronic tags. Different electronic tags correspond to different IDs (Identifications). As shown in FIG. 1, the method includes the following steps.


In step 101, video data associated with the shopping cart is acquired, by the camera, the shopping cart being at a distance from the shelf less than a preset value.


Specifically, the camera provided on the shelf is configured to monitor the surroundings around the shelf over a preset range. The specific preset range may be set according to experience, and may be specifically determined according to a distance between a shelf and a spot where a user fetches an article from the shelf under normal circumstances. It can be well determined from the acquired video data whether an article is being transferred between the shelf and the shopping cart.


In step 102, it is determined whether an article is being placed into the shopping cart, based on identification of the video data.


Specifically, each of the pictures contained in the video data is identified to determine a trajectory of the article and the position of the shopping cart, so as to determine whether an article is being placed into the shopping cart.


In step 103, the ID of the shopping cart is acquired, the placed article is determined and the ID is associated with the article, if it is determined that an article is being placed into the shopping cart.


Specifically, if it is determined that an article is being placed into the shopping cart, the ID of the shopping cart is acquired, the placed article is determined and then the ID and the article will be associated with each other.


Specifically, in a specific embodiment, each of the shelves is further provided with an electronic tag reader. The electronic tag reader is configured to acquire the ID contained in the electronic tag of the shopping cart which is away from the shelf at a distance less than a certain value.


The step of acquiring the ID of the shopping cart, determining the placed article and associating the ID with the article includes:

    • acquiring the ID of the shopping cart by the electronic tag reader, and identifying a picture of article captured by the camera so as to determine the placed article.


Specifically, each of the shopping carts is pre-provided with an electronic tag, and each of the shelves is provided with the electronic tag reader which acquires the ID of the shopping cart by reading the electronic tag. To avoid other electronic tags from being read, it is possible to set that only the electronic tag on a shopping cart which is away from the shelf at a distance less than a certain value can be read. Specifically, the distance may be set according to the distance between the shopping cart and a shelf when a user is fetching an article from the shelf under normal circumstances.


An article may be identified based on an article picture that is taken. In an embodiment, for example, pictures of all articles in the shopping mall are captured in advance; specifically, the pictures may be taken from various angles, so as to form a picture library of articles. Subsequently, the article can be determined by matching the picture of article with the pictures in the picture library.


In another specific embodiment, each of the shelves corresponds to a certain type of article within a preset period of time.


The step of identifying a picture of article captured by the camera so as to determine the placed article includes:

    • shooting the article by the camera to capture a picture of article; and
    • performing a first matching procedure, in which the captured picture of article is matched with each of pre-stored pictures of the articles on the shelf, so as to determine an article corresponding to the captured picture of article.


In another embodiment, if the article corresponding to the captured picture of article cannot be determined through the first matching procedure, a second matching procedure is performed, in which the captured picture of article is matched with pre-stored pictures of all articles in the shopping mall, so as to determine the article corresponding to the picture of article.


Specifically, there are numerous pictures of articles of the entire shopping mall, specific articles are stored on certain shelves and normally fetched therefrom, and each of the shelves corresponds to a certain type of article within a certain period of time. Accordingly, in identifying the article, it is preferable to perform a matching procedure, in which the article picture is matched with the pictures of the articles stored on the shelf where the article is located, and only when the previous match fails, a matching procedure in which the article picture is matched with the pictures of all articles in the shopping mall will be performed. In this way, the efficiency is improved.


In step 104, displaying to a user a total sum of all articles associated with the ID when detecting the shopping cart corresponding to the ID is located in a preset payment area of the shopping mall.


Specifically, there are preset payment areas in the shopping mall. The ID of the shopping cart and all articles associated with the ID may be acquired when the shopping cart is in the payment area. The total sum of all articles will be displayed to the user to facilitate the payment. Specifically, the ID may also be acquired by an electronic tag reader provided in the payment area which may read IDs.


In step 105, a permitting procedure for allowing the shopping cart corresponding to the ID to pass is executed, upon reception of a message fed back from the payment area and indicating that the total sum corresponding to the ID has been cleared.


In a specific embodiment, the method further includes:

    • generating a prompt message if the acquisition of the ID of the shopping cart or the determination of the placed article fails; where the prompt message is configured to inform the user to make payment face to face.


In a specific embodiment, it is contemplated that abnormal conditions e.g. power failure may be occur, which makes it impossible to acquire the ID of the shopping cart, or to determine the placed articles. In such cases, the users may be informed to make the payment face to face by a prompt.


Second Embodiment

The second embodiment of the present invention further provides a self-service device applicable to a shopping mall provided with a plurality of shelves and a plurality of shopping carts. Specifically, each of the shelves is provided with a camera. The shopping carts are respectively pre-provided with different electronic tags. Different electronic tags correspond to different IDs. As shown in FIG. 2, the device includes:

    • an acquiring module 201 configured to acquire, by the camera of each of the shelves, video data associated with the shopping cart which is away from the shelf at a distance less than a preset value;
    • a determining module 202 configured to determine, based on identification of the video data, whether an article is being placed into the shopping cart;
    • an associating module 203 configured to acquire the ID of the shopping cart, determine the placed article and associating the ID with the article, if it is determined that an article is being placed into the shopping cart;
    • a displaying module 204 configured to display to a user a total sum of all articles associated with the ID, when detecting the shopping cart corresponding to the ID is located in a preset payment area of the shopping mall; and
    • an executing module 205 configured to execute a permitting procedure for allowing the shopping cart corresponding to the ID to pass, upon reception of a message fed back from the payment area and indicating that the total sum corresponding to the ID has been cleared.


In a specific embodiment, each of the shelves is further provided with an electronic tag reader. The electronic tag reader is configured to acquire the ID contained in the electronic tag of the shopping cart which is away from the shelf at a distance less than a certain value.


The associating module 203 is configured to:

    • acquire the ID of the shopping cart by the electronic tag reader, and identify a picture captured by the camera so as to determine the placed article.


In a specific embodiment, each of the shelves corresponds to a certain type of article within a preset period of time.


The identifying a picture of article captured by the camera so as to determine the placed article, performed by the associating module 203, includes:

    • shooting the article by the camera to capture a picture of article; and
    • performing a first matching procedure, in which the captured picture of article is matched with each of pre-stored pictures of the article on the shelf, so as to determine an article corresponding to the captured picture of article.


In a specific embodiment, as shown in FIG. 3, the device further includes:

    • a processing module 206 configured to perform a second matching procedure, in which the captured picture of article is matched with pre-stored pictures of all articles in the shopping mall, so as to determine the article corresponding to the picture of article, if the article corresponding to the captured picture of article cannot be determined through the first matching procedure.


In a specific embodiment, as shown in FIG. 4, the device further includes:

    • a prompting module 207 configured to generate a prompt message if the acquisition of the ID of the shopping cart or the determination of the placed article fails; where the prompt message is configured to prompt the user to make payment face to face.


Thus, the embodiments of the present invention provide a self-service method and device applicable to a shopping mall provided with a plurality of shelves and a plurality of shopping carts. Specifically, each of the shelves is provided with a camera. The shopping carts are respectively pre-provided with different electronic tags. Different electronic tags correspond to different IDs. The method includes: acquiring, by the camera of each of the shelves, video data associated with the shopping cart at a distance from the shelf less than a preset value; determining, based on identification of the video data, whether an article is being placed into the shopping cart; if it is determined that an article is being placed into the shopping cart, acquiring the ID of the shopping cart, determining the placed article, and associating the ID with the article; displaying to a user a total sum of all articles associated with the ID, when detecting the shopping cart corresponding to the ID is located in a preset payment area of the shopping mall; and executing a permitting procedure for allowing the shopping cart corresponding to the ID to pass, upon reception of a message fed back from the payment area and indicating that the total sum corresponding to the ID has been cleared. Self-service shopping, realized by providing such cameras and electronic tags, is simple and easy to implement, widely applicable, less resource-consuming and thus can be applied to areas such as a relatively big shopping mall.


A person skilled in the art can understand that the drawings are merely schematic diagrams of a preferred implementation scenario, and the modules or procedures in the drawings are not necessarily required when implementing embodiments of the present invention.


A person skilled in the art can understand that modules in a device of an implementation scenario may be distributed in the device of the implementation scenario according to the description of the implementation scenario, and may also be distributed in one or more devices in a way different from the present implementation scenario, after subjecting corresponding changes. The modules in the abovementioned implementation scenarios may be combined into one module, and may be further divided into multiple sub-modules.


The above serial number of the implementation scenarios of the present invention is merely for the purpose of description and does not represent the preference of the implementation scenarios.


The above disclosure is just several specific implementation scenarios of the present invention. However, the present invention is not limited thereto, and any changes that may occur to a person skilled in the art should fall within the scope of protection of the present invention.

Claims
  • 1. A computer-implemented method, comprising: in response to a shopping cart being within a preset distance from a shelf, acquiring video data associated with the shopping cart;determining, based on the video data, an article being placed into the shopping cart;determining one or more product types associated with the shelf at a present period of time;retrieving pre-stored images of the one or more product types;identifying a product type of the article based on a two-stage matching procedure, comprising (1) performing a first matching procedure between an image of the article and the pre-stored images of the one or more product types associated with the shelf at the present period of time; and (2) in response to a nonmatch at the first matching procedure, performing a second matching procedure between the image of the article and pre-stored images of all product types;acquiring an ID of the shopping cart;associating the ID of the shopping cart with the product type of the article;in response to the shopping cart being in a payment area, displaying to a user the product type of the article based on the ID of the shopping cart; andexecuting a permitting procedure for allowing the shopping cart to pass the payment area based on a payment of the article.
  • 2. The method according to claim 1, further comprising: acquiring the ID of the shopping cart from an electronic tag reader associated with the shelf.
  • 3. The method according to claim 1, further comprising: capturing the image of the article from the video data.
  • 4. The method according to claim 1, further comprising: capturing the image of the article directly from the article.
  • 5. The method according to claim 1, further comprising: in response to another nonmatch in the second matching procedure, generating a prompt message to prompt the user to make payment in an alternative method.
  • 6. A system, comprising: a camera configured to acquire, in response to a shopping cart being within a preset distance from a shelf, video data associated with the shopping cart;a determining module configured to determine, based on the video data, an article being placed into the shopping cart;an associating module configured to identify a product type of the article based on a two-stage matching procedure, comprising (1) performing a first matching procedure between an image of the article and pre-stored images of one or more product types associated with the shelf at a present period of time; and (2) in response to a nonmatch at the first matching procedure, performing a second matching procedure between the image of the article and pre-stored images of all product types;a displaying module configured to display, in response to the shopping cart being in a payment area, to a user the product type of the article; andan executing module configured to execute a permitting procedure for allowing the shopping cart to pass the payment area based on a payment of the article.
  • 7. The system according to claim 6, wherein the associating module is further configured toacquire an ID of the shopping cart via an electronic tag reader.
  • 8. The system according to claim 6, wherein the camera is further configured to shoot the article to capture the image of the article.
  • 9. The system according to claim 6, wherein the camera is further configured to capture the image of the article from the video data.
  • 10. The system according to claim 6, further comprising: a prompting module configured to generate a prompt message to prompt the user to make payment in an alternative method.
  • 11. A non-transitory computer-readable medium storing a program causing a computer to execute a process, the process comprising: in response to a shopping cart being within a preset distance from a shelf, acquiring video data associated with the shopping cart;determining, based on the video data, an article being placed into the shopping cart;capturing an image of the article from the video data;determining one or more product types associated with the shelf at a present period of time;retrieving pre-stored images of the one or more product types;identifying a product type of the article based on a two-stage matching procedure, comprising (1) performing a first matching procedure between the image of the article and the pre-stored images of the one or more product types associated with the shelf at the present period of time; and (2) in response to a nonmatch at the first matching procedure, performing a second matching procedure between the image of the article and pre-stored images of all product types;acquiring an ID of the shopping cart;associating the ID of the shopping cart with the product type of the article;in response to the shopping cart being in a payment area, displaying to a user the product type of the article based on the ID of the shopping cart; andenabling, based on the product type of the article, the user to make a payment of the article.
  • 12. The medium according to claim 11, the process further comprising: executing a permitting procedure for allowing the shopping cart to leave the payment area based on the payment of the article.
Priority Claims (1)
Number Date Country Kind
2017 1 1204094 Nov 2017 CN national
US Referenced Citations (165)
Number Name Date Kind
3741345 Saridis Jun 1973 A
5497314 Novak Mar 1996 A
5671362 Cowe Sep 1997 A
6412694 Kumar Jul 2002 B1
6424370 Courtney Jul 2002 B1
6909356 Brown Jun 2005 B2
6915135 McKee Jul 2005 B1
7227893 Srinivasa Jun 2007 B1
7522057 Stern Apr 2009 B2
7780081 Liang Aug 2010 B1
7903141 Mariano Mar 2011 B1
8009863 Sharma Aug 2011 B1
8264422 Persson Sep 2012 B1
8325036 Fuhr Dec 2012 B1
8538820 Migdal Sep 2013 B1
8577705 Baboo Nov 2013 B1
8695878 Burnside Apr 2014 B2
8810392 Teller Aug 2014 B1
8817094 Brown Aug 2014 B1
8908903 Deng Dec 2014 B2
9020264 Maeda Apr 2015 B2
9026941 Krueger May 2015 B1
9124778 Crabtree Sep 2015 B1
9396490 Marx Jul 2016 B1
9659272 Birch May 2017 B2
9740937 Zhang Aug 2017 B2
9747497 Sharma Aug 2017 B1
9813607 Kalevo Nov 2017 B2
9911290 Zalewski Mar 2018 B1
9916561 Marathe Mar 2018 B2
10129507 Landers, Jr. Nov 2018 B2
10262294 Hahn Apr 2019 B1
10304053 Templeton May 2019 B1
10339493 Famularo Jul 2019 B1
20020113123 Otto Aug 2002 A1
20020170961 Dickson Nov 2002 A1
20030015585 Wike, Jr. Jan 2003 A1
20030216969 Bauer Nov 2003 A1
20040103034 Reade May 2004 A1
20040168172 Masuda Aug 2004 A1
20050073585 Ettinger Apr 2005 A1
20050105765 Han May 2005 A1
20050131578 Weaver Jun 2005 A1
20050185823 Brown Aug 2005 A1
20050189412 Hudnut Sep 2005 A1
20050200476 Forr Sep 2005 A1
20060032915 Schwartz Feb 2006 A1
20060251339 Gokturk Nov 2006 A1
20060256082 Cho Nov 2006 A1
20070143188 Kelley Jun 2007 A1
20070179921 Zitnick Aug 2007 A1
20070182818 Buehler Aug 2007 A1
20080011836 Adema Jan 2008 A1
20080018738 Lipton Jan 2008 A1
20080055194 Baudino Mar 2008 A1
20080059570 Bill Mar 2008 A1
20080100704 Venetianer May 2008 A1
20080130948 Ozer Jun 2008 A1
20080130951 Wren Jun 2008 A1
20080159634 Sharma Jul 2008 A1
20080193010 Eaton Aug 2008 A1
20080198231 Ozdemir Aug 2008 A1
20080221943 Porter Sep 2008 A1
20080226129 Kundu Sep 2008 A1
20080230603 Stawar Sep 2008 A1
20080260212 Moskal Oct 2008 A1
20080303901 Variyath Dec 2008 A1
20080308630 Bhogal Dec 2008 A1
20090039165 Collins, Jr. Feb 2009 A1
20090055278 Nemani Feb 2009 A1
20090059270 Opalach Mar 2009 A1
20090083122 Angell Mar 2009 A1
20090101713 Ulrich Apr 2009 A1
20090121017 Cato May 2009 A1
20090125406 Lewis May 2009 A1
20090140046 Landers, Jr. Jun 2009 A1
20090145965 Davis Jun 2009 A1
20090228363 Segev Sep 2009 A1
20090232366 Okochi Sep 2009 A1
20090259571 Ebling Oct 2009 A1
20090302106 Satou Dec 2009 A1
20100013931 Golan Jan 2010 A1
20100019905 Boddie Jan 2010 A1
20100026802 Titus Feb 2010 A1
20100060455 Frabasile Mar 2010 A1
20100082301 Skibiski Apr 2010 A1
20100117959 Hong May 2010 A1
20100138037 Adelberg Jun 2010 A1
20100141386 Kim Jun 2010 A1
20100250305 Lee Sep 2010 A1
20100277277 Green Nov 2010 A1
20100318440 Coveley Dec 2010 A1
20110102588 Trundle May 2011 A1
20110115914 Bailey May 2011 A1
20110140380 Ulrich Jun 2011 A1
20110228984 Papke Sep 2011 A1
20110234840 Klefenz Sep 2011 A1
20110242025 Wen Oct 2011 A1
20110280547 Fan Nov 2011 A1
20110295644 Hara Dec 2011 A1
20110320322 Roslak Dec 2011 A1
20120080517 Braunstein Apr 2012 A1
20120226556 Itagaki Sep 2012 A1
20120284132 Kim Nov 2012 A1
20120310727 Bradley Dec 2012 A1
20120310757 Kim Dec 2012 A1
20130046644 Sano Feb 2013 A1
20130076898 Philippe Mar 2013 A1
20130077820 Marais Mar 2013 A1
20130110565 Means, Jr. May 2013 A1
20130154804 Jung Jun 2013 A1
20130182904 Zhang Jul 2013 A1
20130197968 Davis Aug 2013 A1
20130208115 Park Aug 2013 A1
20130216094 DeLean Aug 2013 A1
20130223673 Davis Aug 2013 A1
20130250115 Fan Sep 2013 A1
20130265232 Yun Oct 2013 A1
20130290106 Bradley Oct 2013 A1
20130320085 Chen Dec 2013 A1
20130322686 Kritt Dec 2013 A1
20130342316 Ghaffari Dec 2013 A1
20140001258 Chan Jan 2014 A1
20140052555 MacIntosh Feb 2014 A1
20140164176 Kitlyar Jun 2014 A1
20140201039 Harwell Jul 2014 A1
20140222501 Hirakawa Aug 2014 A1
20140240088 Robinette Aug 2014 A1
20140293032 Gontina Oct 2014 A1
20140304123 Schwartz Oct 2014 A1
20140351098 Shafer Nov 2014 A1
20140365334 Hurewitz Dec 2014 A1
20140365336 Hurewitz Dec 2014 A1
20140379296 Nathan Dec 2014 A1
20150006319 Thomas Jan 2015 A1
20150012426 Purves Jan 2015 A1
20150019391 Kumar Jan 2015 A1
20150029339 Kobres Jan 2015 A1
20150039458 Reid Feb 2015 A1
20150088703 Yan Mar 2015 A1
20150117703 Peng Apr 2015 A1
20150199698 Yoshitake Jul 2015 A1
20150206188 Tanigawa Jul 2015 A1
20150206335 Hugel Jul 2015 A1
20150235161 Azar Aug 2015 A1
20150269549 Herring Sep 2015 A1
20150310447 Shaw Oct 2015 A1
20150348060 Ogawa Dec 2015 A1
20160055555 Mills Feb 2016 A1
20160071052 Henry Mar 2016 A1
20160110703 Herring Apr 2016 A1
20160125265 Xie May 2016 A1
20160180670 Swope Jun 2016 A1
20160189277 Davis Jun 2016 A1
20160203499 Yamashita Jul 2016 A1
20160224857 Zhang Aug 2016 A1
20160335667 Aubrey Nov 2016 A1
20170083887 Volta Mar 2017 A1
20170186072 Clark Jun 2017 A1
20170344832 Leung Nov 2017 A1
20180075427 Greenberger Mar 2018 A1
20180096566 Blair, II Apr 2018 A1
20180253604 Hiramatsu Sep 2018 A1
20180260868 Peterson Sep 2018 A1
20180260877 Li Sep 2018 A1
Related Publications (1)
Number Date Country
20190164142 A1 May 2019 US