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High Dynamic Range Image Reconstruction [Mīkstie vāki]

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High dynamic range imaging (HDRI) is an emerging field that has the potential to cause a great scientific and technological impact in the near future. Although new, this field is large and complex, with non-trivial relations to many different areas, such as image synthesis, computer vision, video and image processing, digital photography, special effects among others. For the above reasons, HDRI has been extensively researched over the past years and, consequently, the related scientific literature is vast. As an indication that the field is reaching maturity, tutorials and books on HDRI appeared. Moreover, this new resource has already reached interested practitioners in various application areas. In this book, we do not aim at covering the whole field of high dynamic range imaging and its applications, since it is a broad subject that is still evolving. Instead, our intent is to cover the basic principles behind HDRI and focus on one of the currently most important problems, both theoretically and practically. That is, the reconstruction of high dynamic range images from regular low dynamic range pictures.
List of Figures
ix
Introduction
1(2)
Digital Image
3(4)
Digital Image
3(1)
Modeling Light and Color
4(1)
Measuring Light
5(2)
Imaging Devices and Calibration
7(12)
Digital Photography
7(1)
Tonal Range and Tonal Resolution
8(4)
Color Reproduction
12(1)
Camera Characteristics
12(3)
Camera Calibration
15(4)
HDR Reconstruction
19(18)
Problem Statement
19(2)
Analysis and Classification
21(3)
Main Methods
24(9)
Experiments and Comparison
33(2)
Improving Robertson's Method
35(2)
HDRI Acquisition and Visualization
37(6)
Data Acquisition
37(1)
Representation and HDR Formats
38(2)
Tone Mapping
40(3)
Tone Enhancement
43(6)
Partial Reconstruction: Relative Tones
43(2)
Active Range-Enhancement
45(1)
Real-Time Tone-Enhanced Video
46(3)
References 49(4)
Author Biography 53