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 Labeling Problems with Smoothness-Based Priors in Computer Vision. Formulations, Optimizations and Applications
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Labeling Problems with Smoothness-Based Priors in Computer Vision. Formulations, Optimizations and Applications

автор Shifeng C. издательство Книга по Требованию Книги
Cтраниц 156        мягкая обложка       
Аннотация:According to different definitions of the energy functions, different optimization tools can be used to obtain the results. In this book, three optimization approaches are used due to their good performance: graph cuts, belief propagation, and optimization with a closed form solution. Five algorithms in different applications are proposed in this book. This book should be especially useful to professionals in computer vision fields. Many applications in computer vision can be formulated as labeling problems of assigning each pixel a label where the labels represent some local quantities. All of them are formulated as smoothness based labeling problems, including single image segmentation, video object cutout, image/video completion, image denoising, and image matting. Such labeling problems with smoothness-based priors can be solved by minimizing a Markov energy. To improve results of these labeling problems, smoothness-based priors can be enforced in the formulations.
Автор: Shifeng C.
Издательство: Книга по Требованию
Год:2010
Цена:
2279 руб
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Поиск: Labeling Problems with Smoothness-Based Priors in Computer Vision. Formulations, Optimizations and Applications
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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