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公开(公告)号：US20210004634A1
公开(公告)日：2021-01-07
申请号：US17019111
申请日：2020-09-11
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Mohammadhadi Kiapour , Robinson Piramuthu , Fan Yang , Qiaosong Wang
IPC: G06K9/62 , G06F16/58 , G06N5/02 , G06K9/46 , G06K9/00 , G06K9/72 , G06K9/52 , G06K9/66 , G06N7/00 , G06Q30/06 , G06T11/20
Abstract: In various example embodiments, a system and method for determining an item that has confirmed characteristics are described herein. An image that depicts an object is received from a client device. Structured data that corresponds to characteristics of one or more items are retrieved. A set of characteristics is determined, the set of characteristics being predicted to match with the object. An interface that includes a request for confirmation of the set of characteristics is generated. The interface is displayed on the client device. Confirmation that at least one characteristic from the set of characteristics matches with the object depicted in the image is received from the client device.
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公开(公告)号：US10885394B2
公开(公告)日：2021-01-05
申请号：US16367367
申请日：2019-03-28
Applicant: eBay Inc.
Inventor： Mohammadhadi Kiapour , Wei Di , Vignesh Jagadeesh , Robinson Piramuthu
Abstract: An image is passed through an image identifier to identify a coarse category for the image and a bounding box for a categorized object. A mask is used to identify the portion of the image that represents the object. Given the foreground mask, the convex hull of the mask is located and an aligned rectangle of minimum area that encloses the hull is fitted. The aligned bounding box is rotated and scaled, so that the foreground object is roughly moved to a standard orientation and size (referred to as calibrated). The calibrated image is used as an input to a fine-grained categorization module, which determines the fine category within the coarse category for the input image.
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公开(公告)号：US20200250224A1
公开(公告)日：2020-08-06
申请号：US16815821
申请日：2020-03-11
Applicant: eBay Inc.
Inventor： Mohammadhadi Kiapour , Robinson Piramuthu
IPC: G06F16/583 , G06F16/25 , G06F16/51 , G06K9/46 , G06K9/62 , G06F40/211
Abstract: In various example embodiments, a system and method for projecting visual aspects into a vector space are presented. A query that includes visual data is received by the system from a client device. A visual aspect indicated in the visual data is analyzed. One or more symbols that correspond to the analyzed visual aspect is generated by the system. The analyzed visual aspect is projected into a vector space using the one or more symbols. A group of projections are identified, the group of projections being within a predetermined distance from the projected visual aspect in the vector space. An interface that depicts the further visual aspects is generated. The interface is displayed on the client device.
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公开(公告)号：US20190289199A1
公开(公告)日：2019-09-19
申请号：US16363158
申请日：2019-03-25
Applicant: eBay Inc.
Inventor： Robinson Piramuthu , Wen Zheng
IPC: H04N5/232 , G06T11/60 , G06K9/00 , G06K9/38 , G06K9/20 , H04N5/247 , H04N5/222 , G06T1/00 , G06Q30/06
Abstract: Disclosed are embodiments for facilitating automatic-guided image capturing and presentation, In some embodiments, the method includes capturing an image of an item, removing a background of the image frame, performing manual mask editing, generating an item listing based on the manually edited mask, inferring item information from the image frame and applying the inferred item information to an item listing.
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公开(公告)号：US20190266451A1
公开(公告)日：2019-08-29
申请号：US16367367
申请日：2019-03-28
Applicant: eBay Inc.
Inventor： Mohammadhadi Kiapour , Wei Di , Vignesh Jagadeesh , Robinson Piramuthu
Abstract: An image is passed through an image identifier to identify a coarse category for the image and a bounding box for a categorized object. A mask is used to identify the portion of the image that represents the object. Given the foreground mask, the convex hull of the mask is located and an aligned rectangle of minimum area that encloses the hull is fitted. The aligned bounding box is rotated and scaled, so that the foreground object is roughly moved to a standard orientation and size (referred to as calibrated). The calibrated image is used as an input to a fine-grained categorization module, which determines the fine category within the coarse category for the input image.
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Patent Agency Ranking
公开(公告)号：US20190057280A1
公开(公告)日：2019-02-21
申请号：US16169320
申请日：2018-10-24
Applicant: eBay Inc.
Inventor： Ajinkya Gorakhnath Kale , Mohammadhadi Kiapour , Robinson Piramuthu , Fan Yang , Qiaosong Wang
Abstract: In various example embodiments, a system and method for determining an item that has confirmed characteristics are described herein. An image that depicts an object is received from a client device. Structured data that corresponds to characteristics of one or more items are retrieved. A set of characteristics is determined, the set of characteristics being predicted to match with the object. An interface that includes a request for confirmation of the set of characteristics is generated. The interface is displayed on the client device. Confirmation that at least one characteristic from the set of characteristics matches with the object depicted in the image is received from the client device.
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公开(公告)号：US10176406B2
公开(公告)日：2019-01-08
申请号：US15151435
申请日：2016-05-10
Applicant: eBay Inc.
Inventor： Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Elizabeth Churchill , Anurag Bhardwaj
Abstract: A machine may be configured to perform image evaluation of images depicting items for online publishing. For example, the machine performing a user behavior analysis based on data pertaining to interactions by a plurality of users with a plurality of images pertaining to a particular type of item. The machine determines, based on the user behavior analysis, that a presentation type associated with one or more images of the plurality of images corresponds to a user behavior in relation to the one or more images. The machine determines that an item included in a received image is of the particular type of item. The machine generates an output for display in a client device. The output includes a reference to the received image and a recommendation of the presentation type for the item included in the received image, for publication by a web server of a publication system.
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公开(公告)号：US20180365750A1
公开(公告)日：2018-12-20
申请号：US16009626
申请日：2018-06-15
Applicant: eBay Inc.
Inventor： Wei Di , Vignesh Jagadeesh , Robinson Piramuthu , Elizabeth Churchill , Anurag Bhardwaj
Abstract: A machine is configured to determine fashion preferences of users and to provide item recommendations based on the fashion preferences. For example, the machine accesses an indication of a fashion style of a user. The fashion style is determined based on automatically captured data pertaining to the user. The machine identifies, based on the fashion style, one or more fashion items from an inventory of fashion items. The machine generates one or more selectable user interface elements for inclusion in a user interface. The one or more user interface elements correspond to the one or more fashion items. The machine causes generation and display of the user interface that includes the one or more selectable user interface elements. A selection of a selectable user interface element results in display of a combination of an image of a particular fashion item and an image of an item worn by the user.
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公开(公告)号：US20180157681A1
公开(公告)日：2018-06-07
申请号：US15832145
申请日：2017-12-05
Applicant: eBay Inc.
Inventor： Fan Yang , Qiaosong Wang , Ajinkya Gorakhnath Kale , Mohammadhadi Kiapour , Robinson Piramuthu
Abstract: Methods, systems, and computer programs are presented for adding new features to a network service. A method includes receiving an image depicting an object of interest or selection of such an image. The selection acts an anchor for subsequently displayed item images.
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公开(公告)号：US20180107684A1
公开(公告)日：2018-04-19
申请号：US15294762
申请日：2016-10-16
Applicant: eBay Inc.
Inventor： Mohammadhadi Kiapour , Ajinkya Gorakhnath Kale , Robinson Piramuthu , Licheng Yu
CPC classification number: G06F16/5838 , G06F16/164 , G06F16/583 , G06N3/0454 , G06N3/08 , G06N7/005 , H04L67/02 , H04L67/10 , H04L67/42
Abstract: Example embodiments that analyze images to characterize aspects of the images rely on a same neural network to characterize multiple aspects in parallel. Because additional neural networks are not required for additional aspects, such an approach scales with increased aspects.
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