Digital Image Interpolation in Matlab (Wiley - IEEE)

Chi-Wah Kok, Wing-Shan Tam

  • 出版商: Wiley
  • 出版日期: 2019-03-19
  • 定價: $4,200
  • 售價: 9.5$3,990
  • 語言: 英文
  • 頁數: 336
  • 裝訂: Hardcover
  • ISBN: 1119119618
  • ISBN-13: 9781119119616
  • 相關分類: Matlab
  • 立即出貨 (庫存 < 3)

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商品描述

This book provides a comprehensive study in digital image interpolation with theoretical, analytical and Matlab® implementation. It includes all historically and practically important interpolation algorithms, accompanied with Matlab® source code on a website, which will assist readers to learn and understand the implementation details of each presented interpolation algorithm. Furthermore, sections in fundamental signal processing theories and image quality models are also included. The authors intend for the book to help readers develop a thorough consideration of the design of image interpolation algorithms and applications for their future research in the field of digital image processing.

  • Introduces a wide range of traditional and advanced image interpolation methods concisely and provides thorough treatment of theoretical foundations
  • Discusses in detail the assumptions and limitations of presented algorithms
  • Investigates a variety of interpolation and implementation methods including transform domain, edge-directed, wavelet and scale-space, and fractal based methods
  • Features simulation results for comparative analysis, summaries and computational and analytical exercises at the end of each chapter

Digital Image Interpolation in Matlab® is an excellent guide for researchers and engineers working in digital imaging and digital video technologies. Graduate students studying digital image processing will also benefit from this practical reference text. 

商品描述(中文翻譯)

本書提供了關於數位影像插值的全面研究,包括理論、分析和Matlab®實作。書中涵蓋了所有具有歷史和實際重要性的插值演算法,並附有Matlab®原始碼的網站連結,讓讀者能夠學習和理解每個插值演算法的實作細節。此外,書中還包含了基礎信號處理理論和影像品質模型的章節。作者希望這本書能幫助讀者全面考慮影像插值演算法的設計和應用,以便在數位影像處理領域進行未來研究。

本書的特點如下:
- 簡明介紹了各種傳統和先進的影像插值方法,並提供了詳細的理論基礎。
- 詳細討論了所介紹演算法的假設和限制。
- 探討了各種插值和實作方法,包括轉換域、邊緣導向、小波和尺度空間、以及分形方法。
- 在每章結尾提供了模擬結果進行比較分析,以及總結和計算和分析練習。

《Matlab®中的數位影像插值》是一本對於從事數位影像和數位視頻技術研究和工程的研究人員和工程師非常有用的指南。攻讀數位影像處理的研究生也會從這本實用的參考書中受益。