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Object tracking could be used to automate the process of presenting information about a certain object displayed in a video instead of manually having to search for the object in, for instance, a product catalog. The thesis aimed to, as far as possible, answer the questions below.
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Object detection and tracking in motion sequence Incremental Learning for Robust Visual Tracking code Online Visual Tracking with Histograms and Articulating Blocks code Kanade-Lucas-Tomasi Feature Tracker SIFT keypoint detector code2 code3 Speeded-Up Robust Features (SURF) Histogra.
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This thesis applies knowledge of the physical dynamics of objects to estimating object motion from vision when estimation from vision alone fails.
This thesis investigates appearance based online visual object tracking by using hand-crafted and deep features. Hand-crafted feature based trackers capture the target appearance by using a prede ned algorithm based on expert knowledge.
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Abstract. Robot perception is a fundamental aspect of any autonomous system. It gives the robot the capacity to make sense of vast amounts of data and gain an understanding of the.
PhD Thesis, Graz University of Technology, Faculty of Computer Science, 2013 draft version. Scene Specific Object Detection and Tracking Sabine Sternig PhD Thesis, Graz University of Technology, Faculty of Computer Science, 2013. Exploiting 3D Information for Robust Real-Time Tracking of Multiple Objects in Complex Scenarios Horst Possegger.
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