ComputationalPhotography

Methods and Applications

Edited by

Rastislav Lukac

CRC PressTaylor & Francis GroupBoca Raton London New York

CRC Press Is an imprint of the

Taylor & Francis Group, an informa business

Contents

Preface xi

The Editor xvii

Contributors xix

1 Single Capture Image Fusion 1

James E. Adams, Jr., John F. Hamilton, Jr., Mrityunjay Kumar,

Efratn O. Morales, Russell Palum, and Bruce H. Pillman

2 Single Capture Image Fusion with Motion Consideration 63

James E. Adams, Jr., Aaron Deever, John F. Hamilton, Jr.,

Mrityunjay Kumar, Russell Palum, and Bruce H. Pillman

3 Lossless Compression of Bayer Color Filter Array Images 83

King-Hong Chung and Yuk-Hee Chan

4 Color Restoration and Enhancement in the Compressed Domain 103

Jayanta Mukherjee and Sanjit K. Mitra

5 Principal Component Analysis-Based Denoising of Color Filter

Array Images 131

Rastislav Lukac and Lei Zhang

6 Regularization-Based Color Image Demosaicking 153

Daniele Menon and Giancarlo Calvagno

7 Super-Resolution Imaging 175

BahadirK. Gunturk

8 Image Deblurring Using Multi-Exposed Images 209

Seung-Won Jung and Sung-Jea Ko

9 Color High-Dynamic Range Imaging: Algorithms for Acquisitionand Display 227

Ossi Pirinen, Alessandro Foi, andAtanas Gotchev

10 High-Dynamic Range Imaging for Dynamic Scenes 259

Celine Loscos and Katrien Jacobs

11 Shadow Detection in Digital Images and Videos 283

Csaba Benedek and Tamds Szirdnyi

IX

X Computational Photography: Methods and Applications

12 Document Image Rectification Using Single-View or Two-View

Camera Input 313

Hyung II Koo and Nam Ik Cho

13 Bilateral Filter: Theory and Applications 339

BahadirK. Gunturk

14 Painterly Rendering 367

Giuseppe Papari and Nicolai Petkov

15 Machine Learning Methods for Automatic Image Colorization 395

Gaillaume Charpiat, Ilja Bezrukov, Matthias Hofmann,Yasemin Altun, and Bernhard Scholkopf

16 Machine Learning for Digital Face Beautification 419

Gideon Dror

17 High-Quality Light Field Acquisition and Processing 445

Chia-Kai Liang and Homer H. Chen

18 Dynamic View Synthesis with an Array of Cameras 471

Ruigang Yang, Huaming Wang, and Cha Zhang

Index 507