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1.发明申请公开(公告)号：US20190205431A1
公开(公告)日：2019-07-04
申请号：US15856505
申请日：2017-12-28
发明人： Anne E. Gattiker , Sujatha Kashyap , Minh Ngoc Binh Nguyen , Samuel Thomas , Kaipeng Li , Thomas Hubregtsen
IPC分类号： G06F17/30
CPC分类号： G06F16/583 , G06F16/2425 , G06F16/24578 , G06F16/9535
摘要： Examples of techniques for constructing, evaluating, and improving a search string for retrieving images are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes receiving, by a processing device, a plurality of images as search results returned based at least in part on a search string for an item in the form of a tuple including an item class, an action and an actor. The method further includes determining, by the processing device, whether the search string is effective at indicating a common item use based on image similarity. The method further includes, based at least in part on determining that the search string is ineffective at indicating the item use, generating, by the processing device, an alternative search string.
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2.发明授权公开(公告)号：US11645329B2
公开(公告)日：2023-05-09
申请号：US15856505
申请日：2017-12-28
发明人： Anne E. Gattiker , Sujatha Kashyap , Minh Ngoc Binh Nguyen , Samuel Thomas , Kaipeng Li , Thomas Hubregtsen
IPC分类号： G06F16/242 , G06F16/583 , G06F16/9535 , G06F16/2457
CPC分类号： G06F16/583 , G06F16/2425 , G06F16/24578 , G06F16/9535
摘要： Examples of techniques for constructing, evaluating, and improving a search string for retrieving images are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes receiving, by a processing device, a plurality of images as search results returned based at least in part on a search string for an item in the form of a tuple including an item class, an action and an actor. The method further includes determining, by the processing device, whether the search string is effective at indicating a common item use based on image similarity. The method further includes, based at least in part on determining that the search string is ineffective at indicating the item use, generating, by the processing device, an alternative search string.
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3.发明授权公开(公告)号：US10664517B2
公开(公告)日：2020-05-26
申请号：US15856511
申请日：2017-12-28
发明人： Sujatha Kashyap , Anne E. Gattiker , Kaipeng Li , Samuel Thomas , Minh Ngoc Binh Nguyen , Thomas Hubregtsen
IPC分类号： G06F16/58 , G06T1/00 , G06F16/903 , G06F16/33
摘要： Examples of techniques for constructing, evaluating, and improving a search string for retrieving images are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes constructing, by a processing device, a search string based at least in part on a tuple including an item class, an action, and an actor. The method further includes retrieving, by the processing device, a plurality of images based at least in part on the search string for an item. The method further includes evaluating, by the processing device, the retrieved plurality of images based on a similarity to determine whether the search string is effective at indicating a common item use. The method further includes, based at least in part on determining that the search string is ineffective at indicating the item use, generating, by the processing device, an alternative search string.
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4.发明申请公开(公告)号：US20190205435A1
公开(公告)日：2019-07-04
申请号：US15856511
申请日：2017-12-28
发明人： Sujatha Kashyap , Anne E. Gattiker , Kaipeng Li , Samuel Thomas , Minh Ngoc Binh Nguyen , Thomas Hubregtsen
摘要： Examples of techniques for constructing, evaluating, and improving a search string for retrieving images are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes constructing, by a processing device, a search string based at least in part on a tuple including an item class, an action, and an actor. The method further includes retrieving, by the processing device, a plurality of images based at least in part on the search string for an item. The method further includes evaluating, by the processing device, the retrieved plurality of images based on a similarity to determine whether the search string is effective at indicating a common item use. The method further includes, based at least in part on determining that the search string is ineffective at indicating the item use, generating, by the processing device, an alternative search string.
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5.发明授权公开(公告)号：US11061943B2
公开(公告)日：2021-07-13
申请号：US15856499
申请日：2017-12-28
发明人： Sujatha Kashyap , Anne E. Gattiker , Kaipeng Li , Samuel Thomas , Minh Ngoc Binh Nguyen , Thomas Hubregtsen
IPC分类号： G06F16/00 , G06F16/33 , G06K9/62 , G06K9/00 , G06F16/58 , G06F16/2457 , G06F16/55 , G06F16/583
摘要： Examples of techniques for constructing, evaluating, and improving a search string for retrieving images are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes receiving, by a processing device, a plurality of images returned as results to an executed search string in the form of a tuple including an item class, an action and an actor. The method further includes generating, by the processing device, a collection similarity score by comparing at least one of the plurality of images to at least one other of the plurality of images. The method further includes determining, by the processing device, whether the collection similarity score exceeds a collection threshold. The method further includes, based at least in part on determining that the similarity score does not exceed the collection threshold, indicating that the search string is ineffective at indicating the item use.
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6.发明授权公开(公告)号：US11055345B2
公开(公告)日：2021-07-06
申请号：US15856485
申请日：2017-12-28
IPC分类号： G06F16/00 , G06F16/58 , G06K9/00 , G06K9/62 , G06N20/00 , G06F16/951 , G06F16/33 , G06F16/36
摘要： Examples of techniques for constructing, evaluating, and improving a search string for retrieving images are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes receiving, by a processing device, an item identifier. The method further includes retrieving, by the processing device, an item description based at least in part on the item identifier. The method further includes identifying, by the processing device, a tuple indicating a common item use based at least in part on the item description. The method further includes constructing, by the processing device, a search string based at least in part on the tuple. The method further includes retrieving, by the processing device, at least one image based at least in part on the search string.
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7.发明申请公开(公告)号：US20190205434A1
公开(公告)日：2019-07-04
申请号：US15856485
申请日：2017-12-28
CPC分类号： G06F16/5866 , G06F16/951 , G06K9/00342 , G06K9/6215 , G06K9/6276 , G06K2209/27 , G06N20/00
摘要： Examples of techniques for constructing, evaluating, and improving a search string for retrieving images are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes receiving, by a processing device, an item identifier. The method further includes retrieving, by the processing device, an item description based at least in part on the item identifier. The method further includes identifying, by the processing device, a tuple indicating a common item use based at least in part on the item description. The method further includes constructing, by the processing device, a search string based at least in part on the tuple. The method further includes retrieving, by the processing device, at least one image based at least in part on the search string.
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8.发明申请公开(公告)号：US20190205432A1
公开(公告)日：2019-07-04
申请号：US15856499
申请日：2017-12-28
发明人： Sujatha Kashyap , Anne E. Gattiker , Kaipeng Li , Samuel Thomas , Minh Ngoc Binh Nguyen , Thomas Hubregtsen
CPC分类号： G06F16/5838 , G06F16/24578 , G06F16/5866 , G06K9/00342 , G06K9/6215 , G06K9/6276 , G06K2209/27
摘要： Examples of techniques for constructing, evaluating, and improving a search string for retrieving images are disclosed. In one example implementation according to aspects of the present disclosure, a computer-implemented method includes receiving, by a processing device, a plurality of images returned as results to an executed search string in the form of a tuple including an item class, an action and an actor. The method further includes generating, by the processing device, a collection similarity score by comparing at least one of the plurality of images to at least one other of the plurality of images. The method further includes determining, by the processing device, whether the collection similarity score exceeds a collection threshold. The method further includes, based at least in part on determining that the similarity score does not exceed the collection threshold, indicating that the search string is ineffective at indicating the item use.
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