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Filtering by: Creator Fiez, Trevor Remove constraint Creator: Fiez, Trevor Degree Name Master of Science (M.S.) Remove constraint Degree Name: Master of Science (M.S.)

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  • An analysis of training methodologies for deep visual trackers

    Creator:
    Fiez, Trevor
    Abstract:
    This thesis considers the problem of training convolutional neural networks for online visual tracking. A major challenge for single object visual tracking is that most training sets with frame-level track annotations are quite small, due to the prohibitive cost of manual annotation. Current training approaches either supplement the annotations with...
    Resource Type:
    Masters Thesis
    Full Text:
    AN ABSTRACT OF THE THESIS OF Trevor Fiez for the degree of