Image Super-Resolution and Applications
暫譯: 影像超解析度與應用

El-Samie, Fathi E. Abd, Hadhoud, Mohiy M., El-Khamy, Said E.

Image Super-Resolution and Applications
  • 出版商: CRC
  • 出版日期: 2019-09-19
  • 售價: $2,990
  • 貴賓價: 9.5 折 $2,841
  • 語言: 英文
  • 頁數: 502
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367380498
  • ISBN-13: 9780367380496
  • 其他版本: Image Super-Resolution and Applications (Hardcover)

    • 海外代購書籍(需單獨結帳)

商品描述

This book is devoted to the issue of image super-resolution--obtaining high-resolution images from single or multiple low-resolution images. Although there are numerous algorithms available for image interpolation and super-resolution, there's been a need for a book that establishes a common thread between the two processes. Filling this need, Image Super-Resolution and Applications presents image interpolation as a building block in the super-resolution reconstruction process.

Instead of approaching image interpolation as either a polynomial-based problem or an inverse problem, this book breaks the mold and compares and contrasts the two approaches. It presents two directions for image super-resolution: super-resolution with a priori information and blind super-resolution reconstruction of images. It also devotes chapters to the two complementary steps used to obtain high-resolution images: image registration and image fusion.

 

 





     
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  • Details techniques for color image interpolation and interpolation for pattern recognition




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  • Analyzes image interpolation as an inverse problem




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  • Presents image registration methodologies




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  • Considers image fusion and its application in image super resolution




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  • Includes simulation experiments along with the required MATLAB(R) code

 

 

 

 

Supplying complete coverage of image-super resolution and its applications, the book illustrates applications for image interpolation and super-resolution in medical and satellite image processing. It uses MATLAB(R) programs to present various techniques, including polynomial image interpolation and adaptive polynomial image interpolation. MATLAB codes for most of the simulation experiments supplied in the book are included in the appendix.

 

 

商品描述(中文翻譯)

這本書專注於影像超解析度的議題——從單一或多個低解析度影像中獲取高解析度影像。儘管有許多可用於影像插值和超解析度的演算法，但市場上仍然需要一本能夠將這兩個過程之間建立共同聯繫的書籍。為了滿足這一需求，影像超解析度與應用將影像插值視為超解析度重建過程中的一個基礎組件。

本書不僅將影像插值視為多項式基礎問題或反問題，而是打破傳統，對這兩種方法進行比較和對比。它提出了影像超解析度的兩個方向：利用a priori資訊的超解析度和盲目超解析度影像重建。書中還專門設立章節，介紹獲取高解析度影像的兩個互補步驟：影像配準和影像融合。

- 詳細介紹彩色影像插值技術及模式識別的插值
- 將影像插值分析為反問題
- 提出影像配準的方法論
- 考慮影像融合及其在影像超解析度中的應用
- 包含模擬實驗及所需的MATLAB(R)程式碼

本書全面涵蓋影像超解析度及其應用，並展示影像插值和超解析度在醫療和衛星影像處理中的應用。它使用MATLAB(R)程式來呈現各種技術，包括多項式影像插值和自適應多項式影像插值。書中大多數模擬實驗的MATLAB程式碼均包含在附錄中。

作者簡介

Fathi E. Abd El-Samie, earned his BSc (Hons) in 1998, MSc in 2001, and PhD in 2005 all from Menoufia University, Menouf, Egypt. Since 2005, he has been a teaching staff member with the Department of Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University. He is a coauthor of 160 papers published in international conference proceedings and journals.

 

 

His current research areas of interest include image enhancement, image restoration, image interpolation, super-resolution reconstruction of images, data hiding, multimedia communications, medical image processing, optical signal processing, and digital communications. Dr. Abd El-Samie was a recipient of the Most Cited Paper Award from the Digital Signal Processing journal in 2008.

 

 

Mohiy M. Hadhoud PhD, received his BSc (Hons) in 1976 and MSc in 1981 from the Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt, and his PhD from Southampton University in 1987. He joined the teaching staff of the Department of Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt from 1981 to 2001. He is currently a professor in the Department of Information Technology, Faculty of Computers and Information, Menoufia University, Shiben El-Kom.

Dr. Hadhoud has published more than 100 scientific papers in national and international conferences and journals. His current research areas of interest include adaptive signal and image processing techniques, image enhancement, image restoration, super-resolution reconstruction of images, data hiding and image coloring.

 

 

Said El-Khamy PhD, received his PhD from the University of Massachusetts, Amherst, in 1971. He is currently a professor emeritus, Department of Electrical Engineering, Faculty of Engineering, Alexandria University, Alexandria, Egypt. He served as the Chairman of the Electrica

 

 

作者簡介(中文翻譯)

Fathi E. Abd El-Samie於1998年獲得學士學位（榮譽），2001年獲得碩士學位，並於2005年獲得博士學位，均來自埃及梅努菲亞大學（Menoufia University）。自2005年以來，他一直是梅努菲亞大學電子工程學院電子與電信系的教學人員。他是160篇發表於國際會議論文集和期刊的論文的共同作者。

他的當前研究興趣包括影像增強、影像修復、影像插值、影像超解析重建、數據隱藏、多媒體通信、醫學影像處理、光學信號處理和數字通信。Abd El-Samie博士於2008年獲得《Digital Signal Processing》期刊的最被引用論文獎。

Mohiy M. Hadhoud博士於1976年獲得學士學位（榮譽），1981年獲得碩士學位，均來自埃及梅努菲亞大學電子工程學院，並於1987年獲得南安普敦大學的博士學位。他於1981年至2001年在梅努菲亞大學電子工程學院電子與電信系任教，目前是梅努菲亞大學計算機與信息學院信息技術系的教授。

Hadhoud博士已在國內外會議和期刊上發表了100多篇科學論文。他的當前研究興趣包括自適應信號和影像處理技術、影像增強、影像修復、影像超解析重建、數據隱藏和影像著色。

Said El-Khamy博士於1971年獲得美國馬薩諸塞州阿默斯特大學的博士學位。他目前是埃及亞歷山大大學工程學院電機工程系的名譽教授。他曾擔任電氣工程系主任。

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