LEADER 03573nam 22006495 450 001 9910299733203321 005 20260810152723.0 010 $a9789814451604 010 $a9814451606 024 7 $a10.1007/978-981-4451-60-4 035 $a(OCoLC)859590123 035 $a(MiFhGG)GVRL6YNC 035 $a(CKB)2670000000425128 035 $a(DE-He213)978-981-4451-60-4 035 $a(EXLCZ)992670000000425128 100 $a20130831d2014 u| 0 101 0 $aeng 135 $aurun|---uuuua 181 $ctxt 182 $cc 183 $acr 200 10$aInteractive Segmentation Techniques $eAlgorithms and Performance Evaluation /$fby Jia He, Chang-Su Kim, C.-C. Jay Kuo 205 $a1st ed. 2014. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2014. 215 $a1 online resource (x, 76 pages) $cillustrations (some color) 225 1 $aSpringerBriefs in Signal Processing,$x2196-4084 300 $a"ISSN: 2196-4076." 311 08$a9789814451598 311 08$a9814451592 320 $aIncludes bibliographical references. 327 $aIntroduction -- Overview and classification of interactive segmentation methods -- Interactive segmentation algorithms -- Performance evaluation -- Conclusion and future work. 330 $aThis book focuses on interactive segmentation techniques, which have been extensively studied in recent decades. Interactive segmentation emphasizes clear extraction of objects of interest, whose locations are roughly indicated by human interactions based on high level perception. This book will first introduce classic graph-cut segmentation algorithms and then discuss state-of-the-art techniques, including graph matching methods, region merging and label propagation, clustering methods, and segmentation methods based on edge detection. A comparative analysis of these methods will be provided with quantitative and qualitative performance evaluation, which will be illustrated using natural and synthetic images. Also, extensive statistical performance comparisons will be made. Pros and cons of these interactive segmentation methods will be pointed out, and their applications will be discussed. There have been only a few surveys on interactive segmentation techniques, and those surveys do not cover recent state-of-the art techniques. By providing comprehensive up-to-date survey on the fast developing topic and the performance evaluation, this book can help readers learn interactive segmentation techniques quickly and thoroughly. 410 0$aSpringerBriefs in Signal Processing,$x2196-4084 606 $aSignal processing 606 $aComputer vision 606 $aUser interfaces (Computer systems) 606 $aHuman-computer interaction 606 $aSignal, Speech and Image Processing 606 $aComputer Vision 606 $aUser Interfaces and Human Computer Interaction 615 0$aSignal processing. 615 0$aComputer vision. 615 0$aUser interfaces (Computer systems) 615 0$aHuman-computer interaction. 615 14$aSignal, Speech and Image Processing. 615 24$aComputer Vision. 615 24$aUser Interfaces and Human Computer Interaction. 676 $a621.367 700 $aHe$b Jia$4aut$4http://id.loc.gov/vocabulary/relators/aut$0771316 702 $aKim$b Chang-Su 702 $aKuo$b C.-C. Jay$g(Chung-Chieh Jay), 801 0$bMiFhGG 801 1$bMiFhGG 906 $aBOOK 912 $a9910299733203321 996 $aInteractive Segmentation Techniques$92169639 997 $aUNINA