{"product_id":"color-constancy-the-wileyist-series-in-imaging-science-and-technology-9780470058299","title":"Color Constancy The WileyIST Series in Imaging","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eThis book is a detailed investigation into how understanding the human visual system can lead to the development of colour constancy in a range of applications, from digital photography to object colour recognition in robotics. The book begins with an in-depth discussion of the human visual system and how we perceive colour.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\"I think Ebner's \u003ci\u003eColor Constancy\u003c\/i\u003e is an excellent summary of current algorithms, and provides empirical tests in a womanlike manner … As an inclusive time capsule, it has no parallel, and therefore is a valuable contribution to the field.\" (\u003ci\u003eColor Research and Application\u003c\/i\u003e, June 2008)\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eSeries Preface xi\u003c\/p\u003e \u003cp\u003ePreface xiii\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Introduction 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e1.1 What is Color Constancy? 1\u003c\/p\u003e \u003cp\u003e1.2 Classic Experiments 3\u003c\/p\u003e \u003cp\u003e1.3 Overview 7\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 The Visual System 9\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e2.1 Eye and Retina 9\u003c\/p\u003e \u003cp\u003e2.2 Visual Cortex 16\u003c\/p\u003e \u003cp\u003e2.3 On the Function of the Color Opponent Cells 30\u003c\/p\u003e \u003cp\u003e2.4 Lightness 31\u003c\/p\u003e \u003cp\u003e2.5 Color Perception Correlates with Integrated Reflectances 32\u003c\/p\u003e \u003cp\u003e2.6 Involvement of the Visual Cortex in Color Constancy 35\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Theory of Color Image Formation 39\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e3.1 Analog Photography 41\u003c\/p\u003e \u003cp\u003e3.2 Digital Photography 46\u003c\/p\u003e \u003cp\u003e3.3 Theory of Radiometry 47\u003c\/p\u003e \u003cp\u003e3.4 Reflectance Models 52\u003c\/p\u003e \u003cp\u003e3.5 Illuminants 56\u003c\/p\u003e \u003cp\u003e3.6 Sensor Response 60\u003c\/p\u003e \u003cp\u003e3.7 Finite Set of Basis Functions 63\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Color Reproduction 67\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e4.1 Additive and Subtractive Color Generation 68\u003c\/p\u003e \u003cp\u003e4.2 Color Gamut 69\u003c\/p\u003e \u003cp\u003e4.3 Computing Primary Intensities 69\u003c\/p\u003e \u003cp\u003e4.4 CIE XYZ Color Space 70\u003c\/p\u003e \u003cp\u003e4.5 Gamma Correction 79\u003c\/p\u003e \u003cp\u003e4.6 Von Kries Coefficients and Sensor Sharpening 83\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Color Spaces 87\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e5.1 RGB Color Space 87\u003c\/p\u003e \u003cp\u003e5.2 sRGB 87\u003c\/p\u003e \u003cp\u003e5.3 CIE \u003ci\u003eL\u003c\/i\u003e∗\u003ci\u003eu\u003c\/i\u003e∗\u003ci\u003ev\u003c\/i\u003e∗Color Space 89\u003c\/p\u003e \u003cp\u003e5.4 CIE \u003ci\u003eL\u003c\/i\u003e∗\u003ci\u003ea\u003c\/i\u003e∗\u003ci\u003eb\u003c\/i\u003e∗Color Space 92\u003c\/p\u003e \u003cp\u003e5.5 CMY Color Space 93\u003c\/p\u003e \u003cp\u003e5.6 HSI Color Space 93\u003c\/p\u003e \u003cp\u003e5.7 HSV Color Space 96\u003c\/p\u003e \u003cp\u003e5.8 Analog and Digital Video Color Spaces 99\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Algorithms for Color Constancy under Uniform Illumination 103\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6.1 White Patch Retinex 104\u003c\/p\u003e \u003cp\u003e6.2 The Gray World Assumption 106\u003c\/p\u003e \u003cp\u003e6.3 Variant of Horn’s Algorithm 113\u003c\/p\u003e \u003cp\u003e6.4 Gamut-constraint Methods 115\u003c\/p\u003e \u003cp\u003e6.5 Color in Perspective 121\u003c\/p\u003e \u003cp\u003e6.6 Color Cluster Rotation 128\u003c\/p\u003e \u003cp\u003e6.7 Comprehensive Color Normalization 129\u003c\/p\u003e \u003cp\u003e6.8 Color Constancy Using a Dichromatic Reflection Model 134\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Algorithms for Color Constancy under Nonuniform Illumination 143\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e7.1 The Retinex Theory of Color Vision 143\u003c\/p\u003e \u003cp\u003e7.2 Computation of Lightness and Color 154\u003c\/p\u003e \u003cp\u003e7.3 Hardware Implementation of Land’s Retinex Theory 166\u003c\/p\u003e \u003cp\u003e7.4 Color Correction on Multiple Scales 169\u003c\/p\u003e \u003cp\u003e7.5 Homomorphic Filtering 170\u003c\/p\u003e \u003cp\u003e7.6 Intrinsic Images 175\u003c\/p\u003e \u003cp\u003e7.7 Reflectance Images from Image Sequences 188\u003c\/p\u003e \u003cp\u003e7.8 Additional Algorithms 190\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 Learning Color Constancy 193\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e8.1 Learning a Linear Filter 193\u003c\/p\u003e \u003cp\u003e8.2 Learning Color Constancy Using Neural Networks 194\u003c\/p\u003e \u003cp\u003e8.3 Evolving Color Constancy 198\u003c\/p\u003e \u003cp\u003e8.4 Analysis of Chromatic Signals 204\u003c\/p\u003e \u003cp\u003e8.5 Neural Architecture based on Double Opponent Cells 205\u003c\/p\u003e \u003cp\u003e8.6 Neural Architecture Using Energy Minimization 209\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Shadow Removal and Brightening 213\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e9.1 Shadow Removal Using Intrinsic Images 213\u003c\/p\u003e \u003cp\u003e9.2 Shadow Brightening 215\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 Estimating the Illuminant Locally 219\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e10.1 Local Space Average Color 219\u003c\/p\u003e \u003cp\u003e10.2 Computing Local Space Average Color on a Grid of Processing Elements 221\u003c\/p\u003e \u003cp\u003e10.3 Implementation Using a Resistive Grid 230\u003c\/p\u003e \u003cp\u003e10.4 Experimental Results 237\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Using Local Space Average Color for Color Constancy 239\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e11.1 Scaling Input Values 239\u003c\/p\u003e \u003cp\u003e11.2 Color Shifts 241\u003c\/p\u003e \u003cp\u003e11.3 Normalized Color Shifts 246\u003c\/p\u003e \u003cp\u003e11.4 Adjusting Saturation 249\u003c\/p\u003e \u003cp\u003e11.5 Combining White Patch Retinex and the Gray World Assumption 251\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12 Computing Anisotropic Local Space Average Color 255\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e12.1 Nonlinear Change of the Illuminant 255\u003c\/p\u003e \u003cp\u003e12.2 The Line of Constant Illumination 257\u003c\/p\u003e \u003cp\u003e12.3 Interpolation Methods 259\u003c\/p\u003e \u003cp\u003e12.4 Evaluation of Interpolation Methods 262\u003c\/p\u003e \u003cp\u003e12.5 Curved Line of Constant Illumination 265\u003c\/p\u003e \u003cp\u003e12.6 Experimental Results 267\u003c\/p\u003e \u003cp\u003e\u003cb\u003e13 Evaluation of Algorithms 275\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e13.1 Histogram-based Object Recognition 275\u003c\/p\u003e \u003cp\u003e13.2 Object Recognition under Changing Illumination 279\u003c\/p\u003e \u003cp\u003e13.3 Evaluation on Object Recognition Tasks 282\u003c\/p\u003e \u003cp\u003e13.4 Computation of Color Constant Descriptors 290\u003c\/p\u003e \u003cp\u003e13.5 Comparison to Ground Truth Data 299\u003c\/p\u003e \u003cp\u003e\u003cb\u003e14 Agreement with Data from Experimental Psychology 303\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e14.1 Perceived Color of Gray Samples When Viewed under Colored Light 303\u003c\/p\u003e \u003cp\u003e14.2 Theoretical Analysis of Color Constancy Algorithms 305\u003c\/p\u003e \u003cp\u003e14.3 Theoretical Analysis of Algorithms Based on Local Space Average Color 312\u003c\/p\u003e \u003cp\u003e14.4 Performance of Algorithms on Simulated Stimuli 316\u003c\/p\u003e \u003cp\u003e14.5 Detailed Analysis of Color Shifts 319\u003c\/p\u003e \u003cp\u003e14.6 Theoretical Models for Color Conversion 320\u003c\/p\u003e \u003cp\u003e14.7 Human Color Constancy 324\u003c\/p\u003e \u003cp\u003e\u003cb\u003e15 Conclusion 327\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eAppendix A Dirac Delta Function 329\u003c\/p\u003e \u003cp\u003eAppendix B Units of Radiometry and Photometry 331\u003c\/p\u003e \u003cp\u003eAppendix C Sample Output from Algorithms 333\u003c\/p\u003e \u003cp\u003eAppendix D Image Sets 339\u003c\/p\u003e \u003cp\u003eAppendix E Program Code 349\u003c\/p\u003e \u003cp\u003eAppendix F Parameter Settings 363\u003c\/p\u003e \u003cp\u003eBibliography 369\u003c\/p\u003e \u003cp\u003eList of Symbols 381\u003c\/p\u003e \u003cp\u003eIndex 385\u003c\/p\u003e \u003cp\u003ePermissions 391\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49402274971991,"sku":"9780470058299","price":104.36,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780470058299.jpg?v=1730479915","url":"https:\/\/bookcurl.com\/products\/color-constancy-the-wileyist-series-in-imaging-science-and-technology-9780470058299","provider":"Book Curl","version":"1.0","type":"link"}