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Cover image for Shape classification and analysis : theory and practice
Title:
Shape classification and analysis : theory and practice
Author:
Costa, Luciano da Fontoura, author.
ISBN:
9781315222325

9781351829526
Edition:
Second edition.
Physical Description:
1 online resource (xxix, 662 pages).
Series:
Image processing series

Image processing series.
General Note:
Rev. ed. of: Shape analysis and classification. 2001.
Contents:
INTRODUCTION -- INTRODUCTION TO SHAPE ANALYSIS -- CASE STUDIES -- COMPUTATIONAL SHAPE ANALYSIS -- ADDITIONAL MATERIAL -- ORGANIZATION OF THE BOOK -- -- BASIC MATHEMATICAL CONCEPTS -- BASIC CONCEPTS -- LINEAR ALGEBRA -- DIFFERENTIAL GEOMETRY -- MULTIVARIATE CALCULUS -- CONVOLUTION AND CORRELATION -- PROBABILITY AND STATISTICS -- FOURIER ANALYSIS -- GRAPHS AND COMPLEX NETWORKS -- SHAPE ACQUISITION AND PROCESSING -- IMAGE REPRESENTATION -- IMAGE PROCESSING AND FILTERING -- IMAGE SEGMENTATION: EDGE DETECTION -- IMAGE SEGMENTATION: ADDITIONAL ALGORITHMS -- BINARY MATHEMATICAL MORPHOLOGY -- FURTHER IMAGE PROCESSING -- REFERENCES -- -- SHAPE CONCEPTS -- INTRODUCTION TO TWO-DIMENSIONAL SHAPES -- CONTINUOUS TWO-DIMENSIONAL SHAPES -- PLANAR SHAPE TRANSFORMATIONS -- CHARACTERIZING 2D SHAPES IN TERMS OF FEATURES -- CLASSIFYING 2D SHAPES -- REPRESENTING 2D SHAPES -- SHAPE OPERATIONS -- SHAPE METRICS -- MORPHIC TRANSFORMATIONS -- SHAPE REPRESENTATION -- INTRODUCTION -- PARAMETRIC CONTOURS -- SETS OF CONTOUR POINTS -- CURVE APPROXIMATIONS -- DIGITAL STRAIGHT LINES -- HOUGH TRANSFORMS -- EXACT DILATIONS -- DISTANCE TRANSFORMS -- EXACT DISTANCE TRANSFORM THROUGH EXACT DILATIONS -- VORONOI TESSELLATIONS -- SCALE-SPACE SKELETONIZATION -- BOUNDING REGIONS -- SHAPE CHARACTERIZATION -- STATISTICS FOR SHAPE DESCRIPTORS -- SOME GENERAL DESCRIPTORS -- FRACTAL GEOMETRY AND COMPLEXITY DESCRIPTORS -- CURVATURE -- FOURIER DESCRIPTORS -- MULTISCALE SHAPE CHARACTERIZATION -- MULTISCALE TRANSFORMS -- FOURIER-BASED MULTISCALE CURVATURE -- WAVELET-BASED MULTISCALE CONTOUR ANALYSIS -- MULTISCALE ENERGIES -- SHAPE RECOGNITION -- INTRODUCTION TO SHAPE CLASSIFICATION -- SUPERVISED PATTERN CLASSIFICATION -- UNSUPERVISED CLASSIFICATION AND CLUSTERING -- A CASE STUDY: LEAVES CLASSIFICATION -- EVALUATING CLASSIFICATION METHODS -- STRUCTURAL SHAPE RECOGNITION -- INTRODUCTION -- SYNTACTIC PATTERN RECOGNITION -- REGION DECOMPOSITION -- GRAPH MODELS -- SPATIAL RELATIONS -- GRAPH MATCHING -- CASE STUDY: INTERACTIVE IMAGE SEGMENTATION -- COMPLEX NETWORKS FOR IMAGE AND SHAPE ANALYSIS -- EPILOGUE -- FUTURE TRENDS IN SHAPE ANALYSIS AND CLASSIFICATION.
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E-Book 543515-1001 TA1637 .C67 2009
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