000 03103nam a22005295i 4500
001 978-3-319-47223-2
003 DE-He213
005 20200421111655.0
007 cr nn 008mamaa
008 161112s2016 gw | s |||| 0|eng d
020 _a9783319472232
_9978-3-319-47223-2
024 7 _a10.1007/978-3-319-47223-2
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aHybrid Soft Computing for Image Segmentation
_h[electronic resource] /
_cedited by Siddhartha Bhattacharyya, Paramartha Dutta, Sourav De, Goran Klepac.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aXVI, 321 p. 162 illus., 87 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aHybrid Soft Computing Techniques for Image Segmentation: Fundamentals and Applications -- Enhanced Rough-Fuzzy C-Means Algorithm for Image Segmentation -- Intuitionistic Fuzzy C-means Clustering Algorithm for Brain Image Segmentation -- Automatic Segmentation Approaches -- Modified Level Set Segmentation -- Fuzzy Deformable Models for 3D Segmentation of Brain Structures -- Rough Sets for Probabilistic Model Based Image Segmentation -- Segmentation of Cerebral Images. .
520 _aThis book proposes soft computing techniques for segmenting real-life images in applications such as image processing, image mining, video surveillance, and intelligent transportation systems. The book suggests hybrids deriving from three main approaches: fuzzy systems, primarily used for handling real-life problems that involve uncertainty; artificial neural networks, usually applied for machine cognition, learning, and recognition; and evolutionary computation, mainly used for search, exploration, efficient exploitation of contextual information, and optimization. The contributed chapters discuss both the strengths and the weaknesses of the approaches, and the book will be valuable for researchers and graduate students in the domains of image processing and computational intelligence.
650 0 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aComputer graphics.
650 0 _aComputational intelligence.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aComputational Intelligence.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
700 1 _aBhattacharyya, Siddhartha.
_eeditor.
700 1 _aDutta, Paramartha.
_eeditor.
700 1 _aDe, Sourav.
_eeditor.
700 1 _aKlepac, Goran.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319472225
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-47223-2
912 _aZDB-2-SCS
942 _cEBK
999 _c54631
_d54631