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  • Content-based Image Retrieval Methods and Key Technologie
  • 新华书店正版
    • 作者: 黄全振著
    • 出版社: 黄河水利出版社
    • 出版时间:2021-11-01 00:00:00
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    商品参数
    • 作者: 黄全振著
    • 出版社:黄河水利出版社
    • 出版时间:2021-11-01 00:00:00
    • 版次:1
    • 印次:1
    • 印刷时间:2021-11-01
    • 页数:384
    • 开本:大32开
    • 装帧:平装
    • ISBN:9787550930902
    • 国别/地区:中国
    • 版权提供:黄河水利出版社

    Content-based Image Retrieval Methods and Key Technologie

    作  者:黄全振 著
    定  价:98
    出 版 社:黄河水利出版社
    出版日期:2021年11月01日
    页  数:384
    装  帧:平装
    ISBN:9787550930902
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    内容简介

    The book is mainly written with image retrieval technology as the research object, inorder to provide technical reference for relevant researchers, students and instructors.The book is divided into seven chapters, mainly including key technologies of contentbased image retrieval, image retrieval based on color features, image retrieval based ontexture features, high-dimensional image retrieval tecnull

    作者简介

    精彩内容

    目录
    "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) "

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