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“Handbook of Computer Vision Algorithms in Image Algebra (English Edition)”,作者:[Joseph N. Wilson, Gerhard X. Ritter]

Handbook of Computer Vision Algorithms in Image Algebra (English Edition) 2第二 版本, Kindle电子书


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"Every person who uses computer image processing...who is planning to use image processing...who is involved in the purchase of computer systems or software that involve image processing...should read this book. And if you are not in one of the above groups, you might want to read it anyway." - Microscopy Research and Technique --此文字指其他 kindle_edition 版本。

目录

IMAGE ALGEBRA Point Sets Value Sets Images Templates Recursive Templates Neighborhoods The p-Product IMAGE ENHANCEMENT TECHNIQUES Averaging of Multiple Images Local Averaging Variable Local Averaging Iterative Conditional Local Averaging Gaussian Smoothing Max-Min Sharpening Transform Smoothing Binary Images by Association Median Filter Unsharp Masking Local Area Contrast Enhancement Histogram Equalization Histogram Modification Lowpass Filtering Highpass Filtering EDGE DETECTION AND BOUNDARY FINDING TECHNIQUES Binary Image Boundaries Edge Enhancement by Discrete Differencing Roberts Edge Detector Prewitt Edge Detector Sobel Edge Detector Wallis Logarithmic Edge Detection Frei-Chen Edge and Line Detection Kirsch Edge Detector Directional Edge Detection Product of the Difference of Averages Canny Edge Detection Crack Edge Detection Local Edge Detection in Three-Dimensional Images Hierarchical Edge Detection Edge Detection Using K-Forms Hueckel Edge Operator Divide-and-Conquer Boundary Detection Edge Following as Dynamic Programming THRESHOLDING TECHNIQUES Global Thresholding Semithresholding Multilevel Thresholding Variable Thresholding Threshold Selection Using Mean and Standard Deviation Threshold Selection by Maximizing Between-Class Variance Threshold Selection Using a Simple Image Statistic THINNING AND SKELETONIZING Pavlidis Thinning Algorithm Medial Axis Transform (MAT) Distance Transforms Zhang-Suen Skeletonizing Zhang-Suen Transform -- Modified to Preserve Homotopy Thinning Edge Magnitude Images CONNECTED COMPONENT ALGORITHMS Component Labeling for Binary Images Labeling Components with Sequential Labels Counting Connected Components by Shrinking Pruning of Connected Components Hole Filling MORHPHOLOGICAL TRANSFORMS AND TECHNIQUES Basic Morphological Operations: Boolean Dilations and Erosions Opening and Closing Salt and Pepper Noise Removal The Hit-and-Miss Transform Gray Value Dilations, Erosions, Openings, and Closings The Rolling Ball Algorithm LINEAR IMAGE TRANSFORMS Fourier Transform Centering the Fourier Transform Fast Fourier Transform Discrete Cosine Transform Walsh Transform The Haar Wavelet Transform Daubechies Wavelet Transforms PATTERN MATCHING AND SHAPE DETECTION Pattern Matching Using Correlation Pattern Matching in the Frequency Domain Rotation Invariant Pattern Matching Rotation and Scale Invariant Pattern Matching Line Detection Using the Hough Transform Detecting Ellipses Using the Hough Transform Generalized Hough Algorithm for Shape Detection IMAGE FEATURES AND DESCRIPTORS Area and Perimeter Euler Number Chain Code Extraction and Correlation Region Adjacency Inclusion Relation Quadtree Extraction Position, Orientation, and Symmetry Region Description Using Moments Histogram Cumulative Histogram Texture Descriptors GEOMETRIC IMAGE TRANSFORMATIONS Image Reflection and Magnification Nearest Neighbor Image Rotation Image Rotation using Bilinear Interpolation Application of Image Rotation to the Computation of Directional Edge Templates General Affine Transforms Fractal Constructs Iterated Function Systems NEURAL NETWORKS AND CELLULAR AUTOMATA Hopfield Neural Network Bidirectional Associative Memory (BAM) Hamming Net Single-Layer Perceptron (SLP) Multilayer Perceptron (MLP) Cellular Automata and Life Solving Mazes Using Cellular Automata APPENDIX THE IMAGE ALGEBRA C++ LIBRARY INDEX NOTE: Each chapter also contains an Introduction and aReferences section. Chapters 2-12 also contain exercises. --此文字指其他 kindle_edition 版本。

基本信息

  • ASIN ‏ : ‎ B00UV9JNEE
  • 出版社 ‏ : ‎ CRC Press; 第 2nd 版 (2000年9月21日)
  • 出版日期 ‏ : ‎ 2000年9月21日
  • 语言 ‏ : ‎ 英语
  • 文件大小 ‏ : ‎ 42425 KB
  • 标准语音朗读 ‏ : ‎ 未启用
  • X-Ray ‏ : ‎ 未启用
  • 生词提示功能 ‏ : ‎ 未启用
  • 纸书页数 ‏ : ‎ 448页

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