Feature Extraction & Image Processing, 2/e (Paperback)

Mark Nixon

  • 出版商: Academic Press
  • 出版日期: 2008-01-22
  • 定價: $2,450
  • 售價: 6.0$1,470
  • 語言: 英文
  • 頁數: 424
  • 裝訂: Paperback
  • ISBN: 0123725380
  • ISBN-13: 9780123725387
  • 相關分類: MatlabComputer Vision
  • 立即出貨(限量) (庫存=2)

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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

商品描述(中文翻譯)

* 對於從事這個前沿領域的工程師和學生來說,這是一本必讀的書籍。
* 對於影像處理和電腦視覺課程的理想模組教材和背景參考書。
* 附帶網站包括工作表、免費軟體連結、Matlab檔案和新的示範。

影像處理和電腦視覺是當前熱門話題,深受本科生和專業人士的青睞。《特徵提取和影像處理》提供了實施影像處理和電腦視覺技術的必備指南,以清晰簡潔的方式解釋技術和基礎知識。讀者可以開發可用的技術,全書提供了可用的程式碼,並在網上提供了工作中使用的Matlab和Mathcad檔案。

本書專注於特徵提取,同時涵蓋了影像獲取、取樣理論、點操作和低層特徵提取等問題和技術,作者採用了清晰一致的方法,適合各種學生和專業人士。

新版包括:
* 低層特徵提取(SIFT和顯著性)和特徵(相位一致性)中曲率的新涵蓋範圍;幾何主動輪廓;形態學;相機模型
* 更新了影像平滑(各向異性擴散);骨架化;邊緣檢測;曲率;形狀描述(矩)

這是一本對於從事這個前沿領域的工程師和學生來說必讀的書籍,也是影像處理和電腦視覺課程的理想模組教材和背景參考書。附帶網站提供工作表、免費軟體連結、Matlab檔案和解答。