Shape classification and analysis : theory and practice /: theory and practice. (©2009)

• Record Type: Book
• Further Information: Note: Luciano da Fontoura Costa, Roberto Marcondes Cesar, Jr.
• Other Names: Costa, Luciano da Fontoura; Cesar, Roberto Marcondes; Costa, Luciano da Fontoura
• 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
• Edition: 2nd ed
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2009
• Copyright Date: 2009
• Extent: 1 online resource (xxix, 662 pages), illustrations
• Subjects: 621.36/7; Image processing -- Digital techniques; Image analysis; Form perception; TECHNOLOGY & ENGINEERING -- Imaging Systems; Form perception; Image analysis; Image processing -- Digital techniques; Bildbehandling; Electronic books
• Languages: English
• ISBNs: 9780849379406; 0849379407; 9780849379291; 0849379296
• Notes: Note: Includes bibliographical references (pages 613-651) and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.