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System, method, and recording medium for detecting video face clustering with inherent and weak supervision
System, method, and recording medium for detecting video face clustering with inherent and weak supervision
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机译:在固有和弱监督下检测视频人脸聚类的系统,方法和记录介质
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摘要
A face clustering system for video face clustering in a video sequence, the system including an inherent supervision summarization device configured to collect group-level supervision and instance level supervision within a same chunklet based on a user input of face images for a person, a discriminative projection learning device configured to embed group constraints of the group-level supervision into a transformed space, and configured to generate an embedding space from the original image feature space, and a clustering device, in the embedding space, configured to execute pair-wise based clustering to cluster the video images into different clusters with the instance level supervision collected by the inherent supervision summarization device.
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