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A hybrid codebook background model for background subtraction
2011 IEEE Workshop on Signal Processing Systems (SiPS), 2011Real-time segmentation of scene into foreground and background is an important issue for many applications. Different from previous codebook (CB) methods, this paper introduces a hybrid CB model by combining the mixture of Gaussian (MOG) method and the CB method.
I-Ting Sun +2 more
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Background modeling for generative image models
Computer Vision and Image Understanding, 2015Discussion of the implicit but unavoidable background model in generative image models.Analysis of common practical strategies to deal with the problem and their drawbacks.Explicit background models are proposed as a fundamental solution.The background model is introduced through an efficient likelihood ratio correction.The background correction ...
Sandro Schönborn +3 more
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Background modeling in the maritime domain
Machine Vision and Applications, 2013Maritime environment represents a challenging scenario for automatic video surveillance due to the complexity of the observed scene: waves on the water surface, boat wakes, and weather issues contribute to generate a highly dynamic background. Moreover, an appropriate background model has to deal with gradual and sudden illumination changes, camera ...
Domenico Daniele Bloisi +2 more
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