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公开(公告)号：US11861495B2
公开(公告)日：2024-01-02
申请号：US17201969
申请日：2021-03-15
Applicant: Intel Corporation
Inventor： Myung Hwangbo , Krishna Kumar Singh , Teahyung Lee , Omesh Tickoo
IPC: G06V20/40 , G06N3/08 , G06V10/40 , G06V10/82 , G06V10/764 , G06F18/2431 , G06N3/045
CPC classification number: G06N3/08 , G06F18/2431 , G06N3/045 , G06V10/40 , G06V10/764 , G06V10/82 , G06V20/41 , G06V20/47 , G06V20/49
Abstract: Example apparatus disclosed herein are to process a first image of a first video segment from the image capture sensor with a machine learning algorithm to determine a first score for the first image, the machine learning algorithm to detect actions associated with images, the actions associated with labels. Disclosed example apparatus are also to determine a second score for the first video segment based on respective first scores for corresponding images in the first video segment. Disclosed example apparatus are further to determine, based on the second score, whether to retain the first video segment in the memory.
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公开(公告)号：US10303984B2
公开(公告)日：2019-05-28
申请号：US15156466
申请日：2016-05-17
Applicant: INTEL CORPORATION
Inventor： Teahyung Lee , Krishna Kumar Singh , Myung Hwangbo
IPC: G06K9/62 , G06K9/00 , G06K9/46 , G06F16/783
Abstract: An apparatus for visual search and retrieval using sematic information is described herein. The apparatus includes a controller, a scoring mechanism, an extractor, and a comparator. The controller is to segment an incoming video stream into a plurality of activity segments, wherein each frame is associated with an activity. The scoring mechanism is to calculate a score for each segment, wherein the score is based, at least partially, on a classification probability of each frame. The extractor is to extract deep features from a highest ranked segment, and the comparator is to determine the top-K neighbors based on the deep features.
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公开(公告)号：US10229324B2
公开(公告)日：2019-03-12
申请号：US14998322
申请日：2015-12-24
Applicant: INTEL CORPORATION
Inventor： Myung Hwangbo , Krishna Kumar Singh , Teahyung Lee , Omesh Tickoo
Abstract: An apparatus for video summarization using semantic information is described herein. The apparatus includes a controller, a scoring mechanism, and a summarizer. The controller is to segment an incoming video stream into a plurality of activity segments, wherein each frame is associated with an activity. The scoring mechanism is to calculate a score for each frame of each activity, wherein the score is based on a plurality of objects in each frame. The summarizer is to summarize the activity segments based on the score for each frame.
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公开(公告)号：US20170337271A1
公开(公告)日：2017-11-23
申请号：US15156466
申请日：2016-05-17
Applicant: INTEL CORPORATION
Inventor： Teahyung Lee , Krishna Kumar Singh , Myung Hwangbo
CPC classification number: G06K9/6276 , G06F17/3079 , G06K9/00718 , G06K9/00744 , G06K9/4628 , G06K9/6215
Abstract: An apparatus for visual search and retrieval using sematic information is described herein. The apparatus includes a controller, a scoring mechanism, an extractor, and a comparator. The controller is to segment an incoming video stream into a plurality of activity segments, wherein each frame is associated with an activity. The scoring mechanism is to calculate a score for each segment, wherein the score is based, at least partially, on a classification probability of each frame. The extractor is to extract deep features from a highest ranked segment, and the comparator is to determine the top-K neighbors based on the deep features.
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Patent Agency Ranking
公开(公告)号：US10949674B2
公开(公告)日：2021-03-16
申请号：US16298549
申请日：2019-03-11
Applicant: Intel Corporation
Inventor： Myung Hwangbo , Krishna Kumar Singh , Teahyung Lee , Omesh Tickoo
Abstract: An apparatus for video summarization using sematic information is described herein. The apparatus includes a controller, a scoring mechanism, and a summarizer. The controller is to segment an incoming video stream into a plurality of activity segments, wherein each frame is associated with an activity. The scoring mechanism is to calculate a score for each frame of each activity, wherein the score is based on a plurality of objects in each frame. The summarizer is to summarize the activity segments based on the score for each frame.
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公开(公告)号：US20240127061A1
公开(公告)日：2024-04-18
申请号：US18510354
申请日：2023-11-15
Applicant: Intel Corporation
Inventor： Myung Hwangbo , Krishna Kumar Singh , Teahyung Lee , Omesh Tickoo
IPC: G06N3/08 , G06F18/2431 , G06N3/045 , G06V10/40 , G06V10/764 , G06V10/82 , G06V20/40
CPC classification number: G06N3/08 , G06F18/2431 , G06N3/045 , G06V10/40 , G06V10/764 , G06V10/82 , G06V20/41 , G06V20/47 , G06V20/49
Abstract: Example apparatus disclosed herein are to process a first image of a first video segment from the image capture sensor with a machine learning algorithm to determine a first score for the first image, the machine learning algorithm to detect actions associated with images, the actions associated with labels. Disclosed example apparatus are also to determine a second score for the first video segment based on respective first scores for corresponding images in the first video segment. Disclosed example apparatus are further to determine, based on the second score, whether to retain the first video segment in the memory.
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公开(公告)号：US20210201047A1
公开(公告)日：2021-07-01
申请号：US17201969
申请日：2021-03-15
Applicant: Intel Corporation
Inventor： Myung Hwangbo , Krishna Kumar Singh , Teahyung Lee , Omesh Tickoo
Abstract: Example apparatus disclosed herein are to process a first image of a first video segment from the image capture sensor with a machine learning algorithm to determine a first score for the first image, the machine learning algorithm to detect actions associated with images, the actions associated with labels. Disclosed example apparatus are also to determine a second score for the first video segment based on respective first scores for corresponding images in the first video segment. Disclosed example apparatus are further to determine, based on the second score, whether to retain the first video segment in the memory.
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公开(公告)号：US20200012864A1
公开(公告)日：2020-01-09
申请号：US16298549
申请日：2019-03-11
Applicant: Intel Corporation
Inventor： Myung Hwangbo , Krishna Kumar Singh , Teahyung Lee , Omesh Tickoo
Abstract: An apparatus for video summarization using sematic information is described herein. The apparatus includes a controller, a scoring mechanism, and a summarizer. The controller is to segment an incoming video stream into a plurality of activity segments, wherein each frame is associated with an activity. The scoring mechanism is to calculate a score for each frame of each activity, wherein the score is based on a plurality of objects in each frame. The summarizer is to summarize the activity segments based on the score for each frame.
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公开(公告)号：US20170185846A1
公开(公告)日：2017-06-29
申请号：US14998322
申请日：2015-12-24
Applicant: INTEL CORPORATION
Inventor： Myung Hwangbo , Krishna Kumar Singh , Teahyung Lee , Omesh Tickoo
CPC classification number: G06K9/00751 , G06K9/00718 , G06K9/00765 , G06K9/46 , G06K9/628
Abstract: An apparatus for video summarization using sematic information is described herein. The apparatus includes a controller, a scoring mechanism, and a summarizer. The controller is to segment an incoming video stream into a plurality of activity segments, wherein each frame is associated with an activity. The scoring mechanism is to calculate a score for each frame of each activity, wherein the score is based on a plurality of objects in each frame. The summarizer is to summarize the activity segments based on the score for each frame.
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