Preface
Chapter1 Introduction of Content-based Image Retrieval (1)
1． 1 Development and Current Status of Image Retrieval (1)
1． 2 Research Status at Home and Abroad (8)
1． 3 CBIR Technology (11)
1． 4 Introduction of Classic CBIR System (12)
1． 5 Organization of the Book (17)
References (18)
Chapter 2 Key Techniques of Content-based Image Retrieval (23)
2． 1 Basic Principles of CBIR Retrieval (23)
2． 2 Image Content (24)
2． 3 Matching Technology in Image Retrieval (30)
2． 4 Performance Evaluation Criteria of Image Retrieval System (38)
References (41)
Chapter 3 Color-based Image Retrieval (43)
3． 1 Color Space (43)
3． 2 Color Quantization (51)
3． 3 Global Color Feature (55)
3． 4 Color Space Feature (69)
3． 5 Color Spatial Distribution Entropy (74)
3． 6 Distribution Entropy Plane (77)
3． 7 Improved Bit-plane Entropy Distribution (83)
References (88)
Chapter 4 Texture Feature-based Image Retrieval (92)
4． 1 Texture Feature (92)
4． 2 Perceptual Model of Texture (95)
4． 3 Statistical Model of Texture (99)
4． 4 Structural Model of Texture (107)
Content • 1•
4． 5 Transform Model of Texture (110)
4． 6 MPEG-7 Texture Descriptors (113)
References (114)
Chapter 5 High-dimensional Indexing Technology (117)
5． 1 High-dimensional Indexing Technology (117)
5． 2 High-dimensional Properties in Vector Space (119)
5． 3 Dimensional Catastrophic Phenomena (121)
5． 4 Vector Approximation Method Based on Vector Quantization (125)
5． 5 High-dimensional Index Method Based on SVD on Quadratic Distance (142)
5． 6 Multi-resolution and High-dimensional Indexing Methods (145)
5． 7 Application of Vector Approximation Method in Correlation Feedback Technique (151)
5． 8 Evaluation Criteria for High-dimensional Index Technology (158)
References (160)
Chapter 6 Similarity Measures and Performance Evaluation (164)
6． 1 Similarity Measures (164)
6． 2 User Comparison (178)
6． 3 Precision and Recall (178)
6． 4 Precision-recall Graph (179)
6． 5 Average Precision (180)
6． 6 F-Score (181)
6． 7 Average Normalized Modified Retrieval Rank(ANMRR) (182)
References (183)