책 이미지
책 정보
· 분류 : 외국도서 > 인문/사회 > 심리학 > 정신 병리학 > 일반
· ISBN : 9780367767136
· 쪽수 : 262쪽
· 출판일 : 2024-05-16
목차
I Basic Image Processing: Acquisition and Visualisation
Recipe 1: Loading, Displayng and Savng Images
Recipe 2: Image Conversion
Recipe 3: Image Acquisition Using a Webcam
Recipe 4: Browsing Through Images
II Geometric Operations
Recipe 5: Geometric Transformations
Recipe 6: Image Warping
III Histograms
Recipe 7: Histograms and Statistcs of Grayscale Images
Recipe 8: Histogram Equalization and Histogram Matching
Recipe 9: Individual Channel Histograms of Color Images
Recipe 10: Combined Color Histograms and Dominant Colors in an Image
IV Point Transformations
Recipe 11: Intensity Transformation Functions
Recipe 12: Custom Point Transformation Functions
Recipe 13: Gamma Corrections
Recipe 14: Leveling Non-Uniform Illumination
V Spatial Filtering and Special Effects
Recipe 15: Smoothing Filters
Recipe 16: Sharpening Filters
Recipe 17: Other Image Filters and Special Effects
VI Image Segmentation
Recipe 18: Image Binarization
Recipe 19: Region-Based Segmentation
Recipe 20: Image Segmentation Using K-Means Clustering
Recipe 21: Superpixel Oversegmentation Using SLIC
Recipe 22: Graph-based Segmentation
VII Binary Image Analysis
Recipe 23: Finding, Counting and Accessing Connected Components in Binary Images
Recipe 24: Basic Morphological Operations
Recipe 25: Computing COnnected Components' Features
VIII Color Image Processing
Recipe 26: Converting Among Different Color Spaces
Recipe 27: Color Image Adjustments
Recipe 28: Image Pseudocoloring
IX Batch Processing and Handling Large Images
Recipe 29: Processing Very Large Images
Recipe 30: Batch Processing a Set of Images
