Perceptual Digital Imaging: Methods and Applications (Hardcover)

Rastislav Lukac

  • 出版商: CRC
  • 出版日期: 2012-10-29
  • 售價: $5,355
  • 貴賓價: 9.5$5,087
  • 語言: 英文
  • 頁數: 562
  • 裝訂: Hardcover
  • ISBN: 1439868565
  • ISBN-13: 9781439868560
  • 立即出貨 (庫存=1)

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商品描述

Visual perception is a complex process requiring interaction between the receptors in the eye that sense the stimulus and the neural system and the brain that are responsible for communicating and interpreting the sensed visual information. This process involves several physical, neural, and cognitive phenomena whose understanding is essential to design effective and computationally efficient imaging solutions. Building on advances in computer vision, image and video processing, neuroscience, and information engineering, perceptual digital imaging greatly enhances the capabilities of traditional imaging methods.

Filling a gap in the literature, Perceptual Digital Imaging: Methods and Applications comprehensively covers the system design, implementation, and application aspects of this emerging specialized area. It gives readers a strong, fundamental understanding of theory and methods, providing a foundation on which solutions for many of the most interesting and challenging imaging problems can be built.

The book features contributions by renowned experts who present the state of the art and recent trends in image acquisition, processing, storage, display, and visual quality evaluation. They detail advances in the field and explore human visual system-driven approaches across a broad spectrum of applications, including:

  • Image quality and aesthetics assessment
  • Digital camera imaging
  • White balancing and color enhancement
  • Thumbnail generation
  • Image restoration
  • Super-resolution imaging
  • Digital halftoning and dithering
  • Color feature extraction
  • Semantic multimedia analysis and processing
  • Video shot characterization
  • Image and video encryption
  • Display quality enhancement

This is a valuable resource for readers who want to design and implement more effective solutions for cutting-edge digital imaging, computer vision, and multimedia applications. Suitable as a graduate-level textbook or stand-alone reference for researchers and practitioners, it provides a unique overview of an important and rapidly developing research field.

商品描述(中文翻譯)

視覺知覺是一個複雜的過程,需要眼睛中感知刺激的感受器與神經系統和大腦進行互動,負責傳遞和解釋感知到的視覺信息。這個過程涉及多個物理、神經和認知現象,了解這些對於設計有效且計算效率高的影像解決方案至關重要。基於計算機視覺、圖像和視頻處理、神經科學和信息工程的進展,感知數字影像極大地增強了傳統影像方法的能力。

填補文獻中的空白,《感知數字影像:方法與應用》全面涵蓋了這一新興專業領域的系統設計、實施和應用方面。它為讀者提供了強大的理論和方法基礎,為解決許多最有趣和具有挑戰性的影像問題奠定了基礎。

本書由知名專家貢獻,他們介紹了圖像獲取、處理、存儲、顯示和視覺質量評估方面的最新進展和趨勢。他們詳細介紹了該領域的進步,並探討了基於人類視覺系統的方法在廣泛應用領域的應用,包括:

- 圖像質量和美學評估
- 數字相機成像
- 白平衡和顏色增強
- 縮略圖生成
- 圖像恢復
- 超分辨率成像
- 數字點陣和抖動
- 顏色特徵提取
- 語義多媒體分析和處理
- 視頻拍攝特徵
- 圖像和視頻加密
- 顯示質量增強

這是一本對於希望設計和實施尖端數字影像、計算機視覺和多媒體應用的讀者來說非常有價值的資源。它適合作為研究生教材或獨立參考書,提供了對一個重要且快速發展的研究領域的獨特概述。