Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts
Pushmeet Kohli
Broschiertes Buch

Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts

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Over the last few years energy minimization has emerged as an indispensable tool in computer vision. The scale and form of computer vision problems introduce many challenges in energy minimization. This book focused on some aspects of these problems. The first problem it addresses relates to the efficient and exact minimization of groups of similar functions which are known to be solvable in polynomial time. A novel dynamic algorithm for minimizing such functions will be presented. This algorithm reuses computation from previous problem instances to solve new instances resulting in a substanti...