Feature Extraction & Image Processing for Computer Vision, 3/e (Paperback)
暫譯: 計算機視覺的特徵提取與影像處理,第3版 (平裝本)
Mark Nixon
- 出版商: Academic Press
- 出版日期: 2012-09-25
- 售價: $3,080
- 貴賓價: 9.5 折 $2,926
- 語言: 英文
- 頁數: 632
- 裝訂: Paperback
- ISBN: 0123965497
- ISBN-13: 9780123965493
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相關分類:
Computer Vision
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商品描述
This book is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in Matlab. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the exemplar code of the algorithms."
Fully updated with the latest developments in feature extraction, including expanded tutorials and new techniques, this new edition contains extensive new material on Haar wavelets, Viola-Jones, bilateral filtering, SURF, PCA-SIFT, moving object detection and tracking, development of symmetry operators, LBP texture analysis, Adaboost, and a new appendix on color models. Coverage of distance measures, feature detectors, wavelets, level sets and texture tutorials has been extended.
* Essential reading for engineers and students working in this cutting edge field * Ideal module text and background reference for courses in image processing and computer vision * The only currently-available text to concentrate on feature extraction with working implementation and worked through derivation
商品描述(中文翻譯)
這本書是實現影像處理和計算機視覺技術的重要指南,包含了 Matlab 的教學介紹和範例程式碼。書中詳細介紹了演算法,並充分解釋以便讀者能夠完全理解所展示的方法和技術。正如一位評論者所指出的,「這本書的主要優勢在於演算法的範例程式碼。」
本書已全面更新,涵蓋了特徵提取的最新發展,包括擴展的教學和新技術。本新版本包含了大量新材料,涉及 Haar 小波、Viola-Jones、雙邊濾波、SURF、PCA-SIFT、移動物體檢測與追蹤、對稱運算子的開發、LBP 紋理分析、Adaboost,以及關於顏色模型的新附錄。對於距離度量、特徵檢測器、小波、水平集和紋理教學的涵蓋範圍也有所擴展。
* 對於在這一前沿領域工作的工程師和學生來說,這是必讀的書籍 * 是影像處理和計算機視覺課程的理想模組文本和背景參考 * 目前唯一專注於特徵提取並提供可運行實現和詳細推導的文本。