A Selection of Image Analysis Techniques : From Fundamental to Research Front /
"This book focuses on seven commonly used image analysis techniques. It covers aspects from basic principles, practical methods, to new advancement of each selected technique to help readers solve image processing related problems in real-life situation. The selected techniques include image se...
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| Format: | text |
| Language: | eng |
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Boca Raton : CRC Press/Taylor & Francis Group,
2023
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| _version_ | 1796765453797818368 |
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| author | Zhang, Yu-Jin, 1954- author 286341 |
| author_facet | Zhang, Yu-Jin, 1954- author 286341 |
| author_sort | Zhang, Yu-Jin, 1954- author 286341 |
| collection | OCEAN |
| description | "This book focuses on seven commonly used image analysis techniques. It covers aspects from basic principles, practical methods, to new advancement of each selected technique to help readers solve image processing related problems in real-life situation. The selected techniques include image segmentation, segmentation evaluation and comparison, saliency object detection, motion analysis, mathematical morphology methods, face recognition and expression classification. The author offers readers a three-step strategy toward problem solving: first, essential principles, then, a detailed explanation, and finally, a discussion on practical and working techniques for specific tasks. He also encourages readers to make full use of available materials from the latest development and trends. This is an excellent book for those who do not have a complete foundation in the image technology but need to use image analysis techniques to solve specific tasks in particular applications."-- |
| first_indexed | 2024-03-05T17:24:38Z |
| format | text |
| id | KOHA-OAI-TEST:608051 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:24:38Z |
| publishDate | 2023 |
| publisher | Boca Raton : CRC Press/Taylor & Francis Group, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6080512023-10-11T01:25:31ZA Selection of Image Analysis Techniques : From Fundamental to Research Front / Zhang, Yu-Jin, 1954- author 286341 textBoca Raton : CRC Press/Taylor & Francis Group,2023©2023eng"This book focuses on seven commonly used image analysis techniques. It covers aspects from basic principles, practical methods, to new advancement of each selected technique to help readers solve image processing related problems in real-life situation. The selected techniques include image segmentation, segmentation evaluation and comparison, saliency object detection, motion analysis, mathematical morphology methods, face recognition and expression classification. The author offers readers a three-step strategy toward problem solving: first, essential principles, then, a detailed explanation, and finally, a discussion on practical and working techniques for specific tasks. He also encourages readers to make full use of available materials from the latest development and trends. This is an excellent book for those who do not have a complete foundation in the image technology but need to use image analysis techniques to solve specific tasks in particular applications."--Includes bibliographical references and index.1. Introduction -- 2. Image Segmentation -- 3. Segmentation Evaluation and Comparison -- 4. Saliency Object Detection -- 5. Motion Analysis -- 6. Mathematical Morphology Methods -- 7. Face Recognition -- 8. Expression Classification"This book focuses on seven commonly used image analysis techniques. It covers aspects from basic principles, practical methods, to new advancement of each selected technique to help readers solve image processing related problems in real-life situation. The selected techniques include image segmentation, segmentation evaluation and comparison, saliency object detection, motion analysis, mathematical morphology methods, face recognition and expression classification. The author offers readers a three-step strategy toward problem solving: first, essential principles, then, a detailed explanation, and finally, a discussion on practical and working techniques for specific tasks. He also encourages readers to make full use of available materials from the latest development and trends. This is an excellent book for those who do not have a complete foundation in the image technology but need to use image analysis techniques to solve specific tasks in particular applications."--Image analysisURN:ISBN:9781032351094 |
| spellingShingle | Image analysis Zhang, Yu-Jin, 1954- author 286341 A Selection of Image Analysis Techniques : From Fundamental to Research Front / |
| title | A Selection of Image Analysis Techniques : From Fundamental to Research Front / |
| title_full | A Selection of Image Analysis Techniques : From Fundamental to Research Front / |
| title_fullStr | A Selection of Image Analysis Techniques : From Fundamental to Research Front / |
| title_full_unstemmed | A Selection of Image Analysis Techniques : From Fundamental to Research Front / |
| title_short | A Selection of Image Analysis Techniques : From Fundamental to Research Front / |
| title_sort | selection of image analysis techniques from fundamental to research front |
| topic | Image analysis |
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