REAL TIME VIDEO SUMMARIZATION
    2.
    发明申请

    公开(公告)号:US20170286777A1

    公开(公告)日:2017-10-05

    申请号:US15492021

    申请日:2017-04-20

    Abstract: System, apparatus, method, and computer readable media for on-the-fly captured video summarization. A video stream is incrementally summarized in concurrence with generation of the stream by a camera module. Saliency of the video stream summary is maintained as the stream evolves by updating the summary to include only the most significant frames. In one exemplary embodiment, saliency is determined by optimizing an objective function including terms that are indicative of both the diversity of a selection, and how representative the selection is to the processed portion of the video data corpus. A device platform including a CM and comporting with the exemplary architecture may provide video camera functionality at ultra-low power, and/or with ultra-low storage resources, and/or with ultra-low communication channel bandwidth.

    Perform Image Simularity Search with one or More Generated Images

    公开(公告)号:US20250165522A1

    公开(公告)日:2025-05-22

    申请号:US18428494

    申请日:2024-01-31

    Abstract: Image similarity search results can be improved by augmenting a query image with images that are generated based on the query image. The generated images can have different camera poses, different lighting conditions, etc. The generated images can be generated using machine learning models. Using an ensemble of images having the query image and the generated images when searching a library of candidate images can improve performance of image similarity search. Producing effective generated images is not trivial. Also, an image similarity search algorithm may be modified to identify and rank top matching images that are most similar to the ensemble of images.

Patent Agency Ranking