Feature Extraction & Image Processing, 2/e (Paperback)
暫譯: 特徵提取與影像處理, 第2版 (平裝本)
Mark Nixon
- 出版商: Academic Press
- 出版日期: 2008-01-22
- 定價: $2,450
- 售價: 6.0 折 $1,470
- 語言: 英文
- 頁數: 424
- 裝訂: Paperback
- ISBN: 0123725380
- ISBN-13: 9780123725387
-
相關分類:
影像辨識 Image-recognition
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商品描述
* 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
* Companion website includes worksheets, links to free software, Matlab files and new demonstrations
Image processing and computer vision are currently hot topics with undergraduates and professionals alike. Feature Extraction and Image Processing provides an essential guide to the implementation of image processing and computer vision techniques, explaining techniques and fundamentals in a clear and concise manner. Readers can develop working techniques, with usable code provided throughout and working Matlab and Mathcad files on the web.
Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals.
The new edition includes:
* New coverage of curvature in low-level feature extraction (SIFT and saliency) and features (phase congruency); geometric active contours; morphology; camera models
* Updated coverage of image smoothing (anistropic diffusion); skeletonization; edge detection; curvature; shape descriptions (moments)
* 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
* Companion website includes worksheets, links to free software, Matlab files and solutions
* Ideal module text and background reference for courses in image processing and computer vision
* Companion website includes worksheets, links to free software, Matlab files and new demonstrations
Image processing and computer vision are currently hot topics with undergraduates and professionals alike. Feature Extraction and Image Processing provides an essential guide to the implementation of image processing and computer vision techniques, explaining techniques and fundamentals in a clear and concise manner. Readers can develop working techniques, with usable code provided throughout and working Matlab and Mathcad files on the web.
Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals.
The new edition includes:
* New coverage of curvature in low-level feature extraction (SIFT and saliency) and features (phase congruency); geometric active contours; morphology; camera models
* Updated coverage of image smoothing (anistropic diffusion); skeletonization; edge detection; curvature; shape descriptions (moments)
* 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
* Companion website includes worksheets, links to free software, Matlab files and solutions
商品描述(中文翻譯)
* 對於在這個尖端領域工作的工程師和學生來說，這是必讀的書籍
* 是影像處理和電腦視覺課程的理想模組文本和背景參考
* 附屬網站包含工作表、免費軟體的連結、Matlab 檔案和新的示範
影像處理和電腦視覺目前是本科生和專業人士都非常關注的熱門主題。《特徵提取與影像處理》提供了實施影像處理和電腦視覺技術的必要指南，以清晰簡潔的方式解釋技術和基本原理。讀者可以發展可用的技術，書中提供了可用的程式碼，並且在網路上有可運行的 Matlab 和 Mathcad 檔案。
本書專注於特徵提取，同時涵蓋影像獲取、取樣理論、點操作和低階特徵提取等問題和技術，作者採取了清晰且連貫的方法，將吸引廣泛的學生和專業人士。
新版本包括：
* 新增低階特徵提取中的曲率（SIFT 和顯著性）和特徵（相位一致性）；幾何主動輪廓；形態學；相機模型
* 更新影像平滑（各向異性擴散）；骨架化；邊緣檢測；曲率；形狀描述（矩）
* 對於在這個尖端領域工作的工程師和學生來說，這是必讀的書籍
* 是影像處理和電腦視覺課程的理想模組文本和背景參考
* 附屬網站包含工作表、免費軟體的連結、Matlab 檔案和解決方案
