17 May 2016 B-spline based image tracking by detection
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Abstract
Visual image tracking involves the estimation of the motion of any desired targets in a surveillance region using a sequence of images. A standard method of isolating moving targets in image tracking uses background subtraction. The standard background subtraction method is often impacted by irrelevant information in the images, which can lead to poor performance in image-based target tracking. In this paper, a B-Spline based image tracking is implemented. The novel method models the background and foreground using the B-Spline method followed by a tracking-by-detection algorithm. The effectiveness of the proposed algorithm is demonstrated.
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Bhashyam Balaji, Bhashyam Balaji, Rajiv Sithiravel, Rajiv Sithiravel, Anthony Damini, Anthony Damini, Thiagalingam Kirubarajan, Thiagalingam Kirubarajan, Sreeraman Rajan, Sreeraman Rajan, } "B-spline based image tracking by detection", Proc. SPIE 9842, Signal Processing, Sensor/Information Fusion, and Target Recognition XXV, 984202 (17 May 2016); doi: 10.1117/12.2228248; https://doi.org/10.1117/12.2228248
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