Image and Video Compression: Fundamentals, Techniques, and Applications (Hardcover)
暫譯: 影像與影片壓縮：基本原理、技術與應用 (精裝版)

Madhuri A. Joshi, Mehul S. Raval, Yogesh H. Dandawate, Kalyani R. Joshi, Shilpa P. Metkar

Image and Video Compression: Fundamentals, Techniques, and Applications (Hardcover)
  • 出版商: CRC
  • 出版日期: 2014-11-01
  • 售價: $2,880
  • 貴賓價: 9.5 折 $2,736
  • 語言: 英文
  • 頁數: 236
  • 裝訂: Hardcover
  • ISBN: 148222822X
  • ISBN-13: 9781482228229
  • 相關分類: Matlab、大數據 Big-data

    • 立即出貨 (庫存=1)

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商品描述

Image and video signals require large transmission bandwidth and storage, leading to high costs. The data must be compressed without a loss or with a small loss of quality. Thus, efficient image and video compression algorithms play a significant role in the storage and transmission of data.

Image and Video Compression: Fundamentals, Techniques, and Applications explains the major techniques for image and video compression and demonstrates their practical implementation using MATLAB® programs. Designed for students, researchers, and practicing engineers, the book presents both basic principles and real practical applications.

In an accessible way, the book covers basic schemes for image and video compression, including lossless techniques and wavelet- and vector quantization-based image compression and digital video compression. The MATLAB programs enable readers to gain hands-on experience with the techniques. The authors provide quality metrics used to evaluate the performance of the compression algorithms. They also introduce the modern technique of compressed sensing, which retains the most important part of the signal while it is being sensed.

商品描述(中文翻譯)

影像和視頻信號需要大量的傳輸頻寬和儲存空間，這導致了高昂的成本。數據必須在不損失或僅小幅損失質量的情況下進行壓縮。因此，高效的影像和視頻壓縮演算法在數據的儲存和傳輸中扮演著重要角色。

《影像與視頻壓縮：基礎、技術與應用》解釋了影像和視頻壓縮的主要技術，並展示了如何使用 MATLAB® 程式進行實際實現。這本書旨在為學生、研究人員和實務工程師提供基礎原理和實際應用。

本書以易於理解的方式涵蓋了影像和視頻壓縮的基本方案，包括無損技術、基於小波和向量量化的影像壓縮以及數位視頻壓縮。MATLAB 程式使讀者能夠親身體驗這些技術。作者提供了用於評估壓縮演算法性能的質量指標。他們還介紹了現代的壓縮感知技術，該技術在感知信號的同時保留了信號中最重要的部分。

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