Parallelizing Multimodal Background Modeling on a Low-Power Integrated GPU
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DOI: 10.1007/s11265-016-1111-z
Abstract: Background modeling techniques for embedded computer vision applications must balance accuracy, speed, and power. Basic background modeling techniques run quickly, but their accuracy is not sufficient for computer vision problems involving dynamic background. In contrast,… read more here.
Keywords: integrated gpu; power integrated; power; low power ... See more keywords
Dynamic background modeling using tensor representation and ant colony optimization
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DOI: 10.1007/s11425-017-9156-x
Abstract: Background modeling and subtraction is a fundamental problem in video analysis. Many algorithms have been developed to date, but there are still some challenges in complex environments, especially dynamic scenes in which backgrounds are themselves… read more here.
Keywords: background modeling; tensor representation; ant colony; dynamic background ... See more keywords
An Adaptive Background Modeling Method for Foreground Segmentation
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DOI: 10.1109/tits.2016.2597441
Abstract: Background modeling has played an important role in detecting the foreground for video analysis. In this paper, we presented a novel background modeling method for foreground segmentation. The innovations of the proposed method lie in… read more here.
Keywords: modeling method; segmentation; method foreground; method ... See more keywords