000 02684nam a22005295i 4500
001 978-3-319-01712-9
003 DE-He213
005 20150803155056.0
007 cr nn 008mamaa
008 131017s2013 gw | s |||| 0|eng d
020 _a9783319017129
_9978-3-319-01712-9
024 7 _a10.1007/978-3-319-01712-9
_2doi
050 4 _aQA370-380
072 7 _aPBKJ
_2bicssc
072 7 _aMAT007000
_2bisacsh
082 0 4 _a515.353
_223
100 1 _aBurger, Martin.
_eauthor.
245 1 0 _aLevel Set and PDE Based Reconstruction Methods in Imaging
_h[electronic resource] :
_bCetraro, Italy 2008, Editors: Martin Burger, Stanley Osher /
_cby Martin Burger, Andrea C.G. Mennucci, Stanley Osher, Martin Rumpf.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2013.
300 _aVII, 319 p. 88 illus., 40 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 _aLecture Notes in Mathematics,
_x0075-8434 ;
_v2090
505 0 _aA Guide to the TV Zoo -- EM-TV methods for inverse problems with Poisson noise -- Variational Methods in Image Matching and Motion Extraction -- Metrics of Curves in Shape Optimization and Analysis.
520 _aThis book takes readers on a tour through modern methods in image analysis and reconstruction based on level set and PDE techniques, the major focus being on morphological and geometric structures in images. The aspects covered include edge-sharpening image reconstruction and denoising, segmentation and shape analysis in images, and image matching. For each, the lecture notes provide insights into the basic analysis of modern variational and PDE-based techniques, as well as computational aspects and applications.
650 0 _aMathematics.
650 0 _aComputer vision.
650 0 _aDifferential equations, partial.
650 0 _aComputer science
_xMathematics.
650 1 4 _aMathematics.
650 2 4 _aPartial Differential Equations.
650 2 4 _aComputational Mathematics and Numerical Analysis.
650 2 4 _aImage Processing and Computer Vision.
700 1 _aMennucci, Andrea C.G.
_eauthor.
700 1 _aOsher, Stanley.
_eauthor.
700 1 _aRumpf, Martin.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319017112
830 0 _aLecture Notes in Mathematics,
_x0075-8434 ;
_v2090
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-01712-9
912 _aZDB-2-SMA
912 _aZDB-2-LNM
999 _c6943
_d6943