{"product_id":"minimizing-dynamic-and-higher-order-energy-functions-using-graph-cuts-von-pushmeet-kohli","title":"Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts","description":"\u003cp\u003eOver 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 substantial improvement in the  running time.  The second part of the book deals  with the minimization of higher order functions  which are able to model interactions among  groups of random variables and can be used to  formulate many vision problems. We will see how  certain higher order energy functions can be  minimized using the graph cut based expansion and  swap move algorithms. The book presents results on  the problems of interactive image segmentation,  image segmentation in video, and human pose  estimation and segmentation.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838389097\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838389097","offer_id":39469206011997,"sku":"9783838389097","price":59.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/020a71d8-6c89-4bd5-b93b-e76b90391890.jpg?v=1761196164","url":"https:\/\/shop.autorenwelt.de\/products\/minimizing-dynamic-and-higher-order-energy-functions-using-graph-cuts-von-pushmeet-kohli","provider":"Autorenwelt Shop","version":"1.0","type":"link"}