Content-based Image Retrieval Methods and Key Technologie

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)