000 05391nam a22005055i 4500
001 978-3-642-34141-0
003 DE-He213
005 20140220082857.0
007 cr nn 008mamaa
008 130405s2013 gw | s |||| 0|eng d
020 _a9783642341410
_9978-3-642-34141-0
024 7 _a10.1007/978-3-642-34141-0
_2doi
050 4 _aQA76.9.I52
072 7 _aPBV
_2bicssc
072 7 _aMAT013000
_2bisacsh
082 0 4 _a004
_223
100 1 _aBreuß, Michael.
_eeditor.
245 1 0 _aInnovations for Shape Analysis
_h[electronic resource] :
_bModels and Algorithms /
_cedited by Michael Breuß, Alfred Bruckstein, Petros Maragos.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXXIV, 496 p. 228 illus., 136 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 _aMathematics and Visualization,
_x1612-3786
505 0 _aPart I Discrete Shape Analysis: 1 Modeling Three-Dimensional Morse and Morse-Smale Complexes by L. Čomić et al -- 2 Geodesic Regression and its Application to Shape Analysis by P.Th.Fletcher -- 3 Segmentation and Skeletonization on Arbitrary Graphs Using Multiscale Morphology and Active Contours by P.Maragos and K.Drakopoulos -- 4 Refined Homotopic Thinning Algorithms and Quality Measures for Skeletonisation Methods by P.Peter and M.Breuß -- 5 Nested Sphere Statistics of Skeletal Models by S.M.Pizer et al -- 6 3D Curve Skeleton Computation and Use for Discrete Shape Analysis by G.Sanniti di Baja and C.Arcelli -- 7 Orientation and Anisotropy of Multi-component Shapes by J. Žunić and P.L.Rosin -- Part II Partial Differential Equations for Shape Analysis: 8 Stable semi-local features for non-rigid shapes by R.Litman et al -- 9 A brief survey on semi-Lagrangian schemes for image processing by E.Carlini et al -- 10 Shape reconstruction of symmetric surfaces using Photometric Stereo by R.Mecca and S.Tozza -- 11 Remeshing by Curvature Driven Diffusion by S.Morigi and M.Rucci -- 12 Group-valued Regularization for Motion Segmentation of Articulated Shapes by G.Rosman et al -- 13 Point Cloud Segmentation and Denoising via Constrained Nonlinear Least Squares Normal Estimates by E.Castillo et al -- 14 Distance Images and the Enclosure Field: Applications in Intermediate-Level Computer and Biological Vision by S.W.Zucker -- Part III Optimization Methods for Shape Analysis: 15 Non-rigid Shape Correspondence Using Pointwise Surface Descriptors and Metric Structures by A.Dubrovina et al -- 16 A Review of Geometry Recovery from a Single Image Focusing on Curved Object Reconstruction by M.R.Oswald et al -- 17 On Globally Optimal Local Modeling: From Moving Least Squares to Over-Parametrization by S. Shem-Tov et al -- 18 Incremental Level Set Tracking by S.Dekel et al -- 19 Simultaneous Convex Optimization of Regions and Region Parameters in Image Segmentation Models by E.Bae et al -- 20 Fluctuating Distance Fields, Parts, Three-Partite Skeletons by S.Tari -- 21 Integrated DEM Construction and Calibration of Hyperspectral Imagery: A Remote Sensing Perspective by Ch.Wöhler and A.Grumpe -- Index.
520 _aThe concept of 'shape' is at the heart of image processing and computer vision, yet researchers still have some way to go to replicate the human brain's ability to extrapolate meaning from the most basic of outlines. This volume reflects the advances of the last decade, which have also opened up tough new challenges in image processing. Today's applications require flexible models as well as efficient, mathematically justified algorithms that allow data processing within an acceptable timeframe. Examining important topics in continuous-scale and discrete modeling, as well as in modern algorithms, the book is the product of a key seminar focused on innovations in the field. It is a thorough introduction to the latest technology, especially given the tutorial style of a number of chapters. It also succeeds in identifying promising avenues for future research. The topics covered include mathematical morphology, skeletonization, statistical shape modeling, continuous-scale shape models such as partial differential equations and the theory of discrete shape descriptors. Some authors highlight new areas of enquiry such as partite skeletons, multi-component shapes, deformable shape models, and the use of distance fields. Combining the latest theoretical analysis with cutting-edge applications, this book will attract both academics and engineers.
650 0 _aMathematics.
650 0 _aComputer vision.
650 0 _aComputer science
_xMathematics.
650 0 _aVisualization.
650 1 4 _aMathematics.
650 2 4 _aVisualization.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aComputational Mathematics and Numerical Analysis.
700 1 _aBruckstein, Alfred.
_eeditor.
700 1 _aMaragos, Petros.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642341403
830 0 _aMathematics and Visualization,
_x1612-3786
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-34141-0
912 _aZDB-2-SMA
999 _c97475
_d97475