購物比價找書網找車網
FindBook  
 有 1 項符合

COLOR CONSTANCY

的圖書
COLOR CONSTANCY COLOR CONSTANCY

作者:EBNER 
出版社:JOHN WILEY & SONS,LTD
出版日期:2007-01-01
圖書選購
型式價格供應商所屬目錄
 
$ 2600
三民網路書店 三民網路書店
專業工程學
圖書介紹 - 資料來源:三民網路書店   評分:
圖書名稱:COLOR CONSTANCY
  • 圖書簡介

    A human observer is able to recognize the color of objects irrespective of the light used to illuminate them. This is called color constancy. A digital camera uses a sensor to measure the reflected light, meaning that the measured color at each pixel varies according to the color of the illuminant. Therefore, the resulting colors may not be the same as the colors that were perceived by the observer. Obtaining color constant descriptors from image pixels is not only important for digital photography, but also valuable for computer vision, color-based automatic object recognition, and color image processing in general.
    This book provides a comprehensive introduction to the field of color constancy, describing all the major color constancy algorithms, as well as presenting cutting edge research in the area of color image processing. Beginning with an in-depth look at the human visual system, Ebner goes on to:
    examine the theory of color image formation, color reproduction and different color spaces;
    discuss algorithms for color constancy under both uniform and non-uniform illuminants;
    describe methods for shadow removal and shadow attenuation in digital images;
    evaluate the various algorithms for object recognition and color constancy and compare this to data obtained from experimental psychology;
    set out the different algorithms as pseudo code in an appendix at the end of the book.
    Color Constancy is an ideal reference for practising engineers, computer scientists and researchers working in the area of digital color image processing. It may also be useful for biologists or scientists in general who are interested in computational theories of the visual brain and bio-inspired engineering systems.

  • 作者簡介

    Marc Ebner, Lecturer (Privatdozent), Universität Würzburg, Lehrstuhl für Informatik, Am Hubland, 97074 Würzburg, Germany
    Marc Ebner is currently a lecturer at the Department of Computer Science, Programming Languages and Programming Methodology, University of Würzburg, Germany. He has been at the university since 1999, recently having completed his habilitation dissertation, on which this book is based. He teaches courses on computer graphics and virtual reality and his research interests are in colour constancy, computer vision, self-reproducing programs, neutral networks, and evolutionary algorithms. Previous to this post, he has gained qualifications from Stuttgart University, New York University and Tubingen University. To date, he has authored 8 published journal articles, 29 refereed conference papers.

  • 目次

    Series Preface.
    Preface..
    1 Introduction.
    1.1 What is Color Constancy?
    1.2 Classic Experiments.
    1.3 Overview.
    2 The Visual System.
    2.1 Eye and Retina.
    2.2 Visual Cortex.
    2.3 On the Function of the Color Opponent Cells.
    2.4 Lightness.
    2.5 Color Perception Correlates with Integrated Reflectances.
    2.6 Involvement of the Visual Cortex in Color Constancy.
    3 Theory of Color Image Formation.
    3.1 Analog Photography.
    3.2 Digital Photography.
    3.3 Theory of Radiometry.
    3.4 Reflectance Models.
    3.5 Illuminants.
    3.6 Sensor Response.
    3.7 Finite Set of Basis Functions.
    4 Color Reproduction.
    4.1 Additive and Subtractive Color Generation.
    4.2 Color Gamut.
    4.3 Computing Primary Intensities.
    4.4 CIE XYZ Color Space.
    4.5 Gamma Correction.
    4.6 Von Kries Coefficients and Sensor Sharpening.
    5 Color Spaces.
    5.1 RGB Color Space.
    5.2 sRGB.
    5.3 CIE L*u*v*Color Space.
    5.4 CIE L*a*b*Color Space.
    5.5 CMY Color Space.
    5.6 HSI Color Space.
    5.7 HSV Color Space.
    5.8 Analog and Digital Video Color Spaces.
    6 Algorithms for Color Constancy under Uniform Illumination.
    6.1 White Patch Retinex.
    6.2 The Gray World Assumption.
    6.3 Variant of Horn� ™s Algorithm.
    6.4 Gamut-constraint Methods.
    6.5 Color in Perspective.
    6.6 Color Cluster Rotation.
    6.7 Comprehensive Color Normalization.
    6.8 Color Constancy Using a Dichromatic Reflection Model.
    7 Algorithms for Color Constancy under Nonuniform Illumination.
    7.1 The Retinex Theory of Color Vision.
    7.2 Computation of Lightness and Color.
    7.3 Hardware Implementation of Land� ™s Retinex Theory.
    7.4 Color Correction on Multiple Scales.
    7.5 Homomorphic Filtering.
    7.6 Intrinsic Images.
    7.7 Reflectance Images from Image Sequences.
    7.8 Additional Algorithms.
    8 Learning Color Constancy.
    8.1 Learning a Linear Filter.
    8.2 Learning Color Constancy Using Neural Networks.
    8.3 Evolving Color Constancy.
    8.4 Analysis of Chromatic Signals.
    8.5 Neural Architecture based on Double Opponent Cells.
    8.6 Neural Architecture Using Energy Minimization.
    9 Shadow Removal and Brightening.
    9.1 Shadow Removal Using Intrinsic Images.
    9.2 Shadow Brightening.
    10 Estimating the Illuminant Locally.
    10.1 Local Space Average Color.
    10.2 Computing Local Space Average Color on a Grid of Processing Elements.
    10.3 Implementation Using a Resistive Grid.
    10.4 Experimental Results.
    11 Using Local Space Average Color for Color Constancy.
    11.1 Scaling Input Values.
    11.2 Color Shifts.
    11.3 Normalized Color Shifts.
    11.4 Adjusting Saturation.
    11.5 Combining White Patch Retinex and the Gray World Assumption.
    12 Computing Anisotropic Local Space Average Color.
    12.1 Nonlinear Change of the Illuminant.
    12.2 The Line of Constant Illumination.
    12.3 Interpolation Methods.
    12.4 Evaluation of Interpolation Methods.
    12.5 Curved Line of Constant Illumination.
    12.6 Experimental Results.
    13 Evaluation of Algorithms.
    13.1 Histogram-based Object Recognition.
    13.2 Object Recognition under Changing Illumination.
    13.3 Evaluation on Object Recognition Tasks.
    13.4 Computation of Color Constant Descriptors.
    13.5 Comparison to Ground Truth Data.
    14 Agreement with Data from Experimental Psychology.
    14.1 Perceived Color of Gray Samples When Viewed under Colored Light.
    14.2 Theoretical Analysis of Color Constancy Algorithms.
    14.3 Theoretical Analysis of Algorithms Based on Local Space Average Color.
    14.4 Performance of Algorithms on Simulated Stimuli.
    14.5 Detailed Analysis of Color Shifts.
    14.6 Theoretical Models for Color Conversion.
    14.7 Human Color Constancy.
    15 Conclusion.
    Appendix A Dirac Delta Function.
    Appendix B Units of Radiometry and Photometry.
    Appendix C Sample Output from Algorithms.
    Appendix D Image Sets.
    Appendix E Program Code.
    Appendix F Parameter Settings.
    Bibliography.
    List of Symbols.
    Index.
    Permissions.

贊助商廣告
 
金石堂 - 今日66折
旅遊大歷史
作者:賽門.亞當斯、R. G.格蘭
出版社:大石國際文化
出版日期:2019-12-03
66折: $ 792 
金石堂 - 今日66折
馭我吧大神!美人過敏症師兄! 胸章2入組
66折: $ 99 
金石堂 - 今日66折
迷霧之子首部曲:最後帝國
作者:布蘭登.山德森
出版社:奇幻基地出版事業部
出版日期:2010-01-26
66折: $ 251 
 
博客來 - 暢銷排行榜
我可能錯了:森林智者的最後一堂人生課
作者:比約恩.納提科.林德布勞 (Björn Natthiko Lindeblad, Caroline Bankler, Navid Modiri)
出版社:先覺
出版日期:2023-02-01
$ 355 
博客來 - 暢銷排行榜
世界上最透明的故事(日本出版界話題作,只有紙本書可以體驗的感動)
作者:杉井光
出版社:皇冠
出版日期:2024-09-30
$ 284 
Taaze 讀冊生活 - 暢銷排行榜
臺灣漫遊錄
作者:楊双子
出版社:春山出版有限公司
出版日期:2020-04-01
$ 300 
金石堂 - 暢銷排行榜
在對你的愛戀生效之前(全)
作者:春田
出版社:東立出版社
出版日期:2025-03-26
$ 143 
 
金石堂 - 新書排行榜
高嶺之花、狂亂綻放 首刷限定版-04完
作者:左京亞也
出版社:長鴻出版社股份有限公司
出版日期:2025-04-07
$ 166 
博客來 - 新書排行榜
魁!!男塾 愛藏版 16~20完 (首刷書盒版)
$ 1190 
Taaze 讀冊生活 - 新書排行榜
藝術是如何創作出來的:大師名作背後的工藝
作者:黛布拉.曼考夫
出版社:商周出版
出版日期:2025-03-29
$ 540 
金石堂 - 新書排行榜
舞伎家的料理人5
作者:小山愛子
出版社:新經典圖文傳播有限公司
出版日期:2025-04-02
$ 158 
 

©2025 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策