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  • Patent number: 9984315
    Abstract: Methods and systems for online domain adaptation for multi-object tracking. Video of an area of interest can be captured with an image-capturing unit. The video (e.g., video images) can be analyzed with a pre-trained object detector utilizing online domain adaptation including convex multi-task learning and an associated self-tuning stochastic optimization procedure to jointly adapt online all trackers associated with the pre-trained object detector and a pre-trained category-level model from the trackers in order to efficiently track a plurality of objects in the video captured by the image-capturing unit.
    Type: Grant
    Filed: May 5, 2015
    Date of Patent: May 29, 2018
    Assignee: Condurent Business Services, LLC
    Inventors: Adrien Gaidon, Eleonora Vig