Shape classification and analysis : theory and practice
tarafından
Costa, Luciano da Fontoura, author.
Başlık
:
Shape classification and analysis : theory and practice
Yazar
:
Costa, Luciano da Fontoura, author.
ISBN
:
9781315222325
9781351829526
Basım Bilgisi
:
Second edition.
Fiziksel Tanımlama
:
1 online resource (xxix, 662 pages).
Seri
:
Image processing series
Image processing series.
Genel Not
:
Rev. ed. of: Shape analysis and classification. 2001.
İçerik
:
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.
Konu Terimleri
:
Form perception.
Image analysis.
Image processing -- Digital techniques.
Yazar Ek Girişi
:
Cesar, Roberto Marcondes.
Costa, Luciano da Fontoura. Shape analysis and classification.
Elektronik Erişim
:
| Kütüphane | Materyal Türü | Demirbaş Numarası | Yer Numarası | [[missing key: search.ChildField.HOLDING]] | Durumu/İade Tarihi |
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| Çevrimiçi Kütüphane | E-Kitap | 543515-1001 | TA1637 .C67 2009 | | CRC E-Books |