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Scientific Publications

Short-Term Motion-Based Object Segmentation
Citation key 1290Arvanitidou2011
Author Marina Georgia Arvanitidou and Michael Tok and Andreas Krutz and Thomas Sikora
Title of Book Proceedings of the IEEE International Conference on Multimedia & Expo (ICME)
Year 2011
Address Barcelona, Spain
Month jul
Abstract In this paper we present an automatic motion-based object segmentation algorithm for video sequences with moving camera. For every frame, two error frames are generated using short-term motion compensation, they are combined, and a thresholding segmentation algorithm is applied. Recent advances in global motion estimation eliminate outliers in the background area, and thus enable more precise definition of the foreground. We show that employing only the motion information of two adjacent frames we achieve improved results compared with a previously proposed short-term motion-based method and we provide subjective and objective evaluation.
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