000 03341nam a22005535i 4500
001 978-981-4451-60-4
003 DE-He213
005 20200421111649.0
007 cr nn 008mamaa
008 130831s2014 si | s |||| 0|eng d
020 _a9789814451604
_9978-981-4451-60-4
024 7 _a10.1007/978-981-4451-60-4
_2doi
050 4 _aTK5102.9
050 4 _aTA1637-1638
050 4 _aTK7882.S65
072 7 _aTTBM
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aCOM073000
_2bisacsh
082 0 4 _a621.382
_223
100 1 _aHe, Jia.
_eauthor.
245 1 0 _aInteractive Segmentation Techniques
_h[electronic resource] :
_bAlgorithms and Performance Evaluation /
_cby Jia He, Chang-Su Kim, C.-C. Jay Kuo.
264 1 _aSingapore :
_bSpringer Singapore :
_bImprint: Springer,
_c2014.
300 _aX, 76 p. 40 illus., 37 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Electrical and Computer Engineering,
_x2191-8112
505 0 _aIntroduction -- Overview and classification of interactive segmentation methods -- Interactive segmentation algorithms -- Performance evaluation -- Conclusion and future work.
520 _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.
650 0 _aEngineering.
650 0 _aUser interfaces (Computer systems).
650 0 _aImage processing.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aUser Interfaces and Human Computer Interaction.
700 1 _aKim, Chang-Su.
_eauthor.
700 1 _aKuo, C.-C. Jay.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9789814451598
830 0 _aSpringerBriefs in Electrical and Computer Engineering,
_x2191-8112
856 4 0 _uhttp://dx.doi.org/10.1007/978-981-4451-60-4
912 _aZDB-2-ENG
942 _cEBK
999 _c54302
_d54302