Image Processing: Dealing with Texture, 2/e (Hardcover)

Petrou, Maria M. P., Kamata, Sei-Ichiro

  • 出版商: Wiley
  • 出版日期: 2021-03-22
  • 定價: $2,450
  • 售價: 9.0$2,205
  • 語言: 英文
  • 頁數: 816
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 111961855X
  • ISBN-13: 9781119618553
  • 相關分類: 數位影像處理 Digital-image
  • 立即出貨 (庫存=1)

商品描述

The classic text that covers practical image processing methods and theory for image texture analysis, updated second edition

 

The revised second edition of Image Processing: Dealing with Textures updates the classic work on texture analysis theory and methods without abandoning the foundational essentials of this landmark work. Like the first, the new edition offers an analysis of texture in digital images that are essential to a diverse range of applications such as: robotics, defense, medicine and the geo-sciences.

Designed to easily locate information on specific problems, the text is structured around a series of helpful questions and answers. Updated to include the most recent developments in the field, many chapters have been completely revised including: Fractals and Multifractals, Image Statistics, Texture Repair, Local Phase Features, Dual Tree Complex Wavelet Transform, Ridgelets and Curvelets and Deep Texture Features. The book takes a two-level mathematical approach: light math is covered in the main level of the book, with harder math identified in separate boxes. This important text:

Contains an update of the classic advanced text that reviews practical image processing methods and theory for image texture analysis

Puts the focus exclusively on an in-depth exploration of texture

Contains a companion website with exercises and algorithms

Includes examples that are fully worked to enhance the learning experience

Written for students and researchers of image processing, the second edition of Image Processing has been revised and updated to incorporate the foundational information on the topic and information on the latest advances.

商品描述(中文翻譯)

這本經典著作涵蓋了實用的影像處理方法和影像紋理分析的理論,第二版已經更新。

修訂後的《影像處理:處理紋理》第二版在不放棄這本里程碑式著作的基礎要素的同時,更新了紋理分析理論和方法。與第一版一樣,新版提供了對數字影像中紋理的分析,這對於機器人技術、國防、醫學和地球科學等各種應用至關重要。

該書的結構設計使讀者能夠輕鬆找到特定問題的解答。更新內容包括該領域最新發展,許多章節已經完全修訂,包括:分形和多重分形、影像統計、紋理修復、局部相位特徵、雙樹複雜小波變換、Ridgelets和Curvelets以及深度紋理特徵。本書採用了兩個層次的數學方法:主要層次涵蓋了基礎數學知識,較難的數學知識則在獨立的方框中進行了標示。這本重要的著作:

- 包含了一個更新的經典高級教材,回顧了實用的影像處理方法和影像紋理分析的理論
- 專注於深入探索紋理
- 包含了一個附帶網站,提供練習和算法
- 包含了完整解答的例子,以增強學習體驗

這本書是為影像處理的學生和研究人員而寫的,第二版已經修訂和更新,以納入有關該主題的基礎信息和最新進展。

作者簡介

The late MARIA PETROU was a Greek-born British scientist who specialised in the fields of artificial intelligence and machine vision.

SEI-ICHIRO KAMATA is Professor, Graduate School of Information, Production and Systems, Waseda University, Japan.

作者簡介(中文翻譯)

「已故的MARIA PETROU是一位希臘出生的英國科學家,專攻人工智慧和機器視覺領域。」

SEI-ICHIRO KAMATA是日本早稻田大學資訊、製造與系統研究所的教授。」