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A novel video motion object automatic segmentation algorithm based on Gaussian Markov random field is studied in this paper. In this algorithm, the probability density functions of the different images are estimated as Gaussian mixture distributions, moving object detection algorithm based on integrating maximizer of the posterior marginals with MAP. Firstly, initial segmentation is applied to obtain...
A novel video motion object automatic segmentation algorithm based on a Bayesian framework is studied in this paper. A fast estimation procedure for the posterior marginals is added to the MAP algorithm.The field is initialized as the temporal segmentation result and the spatial segmentation is provided as an observed field of the image. Firstly, initial segmentation is applied to obtain number of...
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