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Feature Extraction and Image Processing for Computer Vision

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Paperback, blz. | Engels
Elsevier Science | e druk, 2025
ISBN13: 9780443366864
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Elsevier Science e druk, 2025 9780443366864
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Samenvatting

Feature Extraction and Image Processing for Computer Vision, Fifth Edition is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in MATLAB and Python. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated, providing a link between theory and implementation. Essential background theory is carefully explained. This text gives students and researchers in image processing and computer vision a complete introduction to classic and state-of-the art methods in feature extraction together with practical guidance on their implementation.

Specificaties

ISBN13:9780443366864
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. Introduction<br>2. Images, sampling and frequency-domain processing<br>3. Image processing<br>4. Distance, Classification and Deep Learning<br>5. Low-level feature extraction (including Edge Detection)<br>6. High-level feature extraction: Fixed shape analysis<br>7. High Level Feature Extraction: Deformable Shape Analysis<br>8. Object Description<br>9. Filtering/denoising and region-based analysis<br>10. Moving Object Detection, Description and Tracking<br>11. Camera Geometry Fundamentals<br>12. Colour Images

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        Feature Extraction and Image Processing for Computer Vision