Table of Contents
Preface. 1 Introduction.
1.1 What is Source Coding?
1.2 Why is Compression Necessary?
1.3 Image and Video Compression Techniques.
1.4 Video Compression Standards.
1.5 Organization of the Book.
1.6 Summary.
References.
2 Image Acquisition.
2.1 Introduction.
2.2 Sampling a Continuous Image.
2.3 Image Quantization.
2.4 Color Image Representation.
2.5 Summary.
References.
Problems.
3 Image Transforms.
3.1 Introduction.
3.2 Unitary Transforms.
3.3 Karhunen–Loeve Transform.
3.4 Properties of Unitary Transforms.
3.5 Summary.
References.
Problems.
4 Discrete Wavelet Transform.
4.1 Introduction.
4.2 Continuous Wavelet Transform.
4.3 Wavelet Series.
4.4 Discrete Wavelet Transform.
4.5 Efficient Implementation of 1D DWT.
4.6 Scaling and Wavelet Filters.
4.7 Two-Dimensional DWT.
4.8 Energy Compaction Property.
4.9 Integer or Reversible Wavelet.
4.10 Summary.
References.
Problems.
5 Lossless Coding.
5.1 Introduction.
5.2 Information Theory.
5.3 Huffman Coding.
5.4 Arithmetic Coding.
5.5 Golomb–Rice Coding.
5.6 Run–Length Coding.
5.7 Summary.
References.
Problems.
6 Predictive Coding.
6.1 Introduction.
6.2 Design of a DPCM.
6.3 Adaptive DPCM.
6.4 Summary.
References.
Problems.
7 Image Compression in the Transform Domain.
7.1 Introduction.
7.2 Basic Idea Behind Transform Coding.
7.3 Coding Gain of a Transform Coder.
7.4 JPEG Compression.
7.5 Compression of Color Images.
7.6 Blocking Artifact.
7.7 Variable Block Size DCT Coding.
7.8 Summary.
References.
Problems.
8 Image Compression in the Wavelet Domain.
8.1 Introduction.
8.2 Design of a DWT Coder.
8.3 Zero-Tree Coding.
8.4 JPEG2000.
8.5 Digital Cinema.
8.6 Summary.
References.
Problems.
9 Basics of Video Compression.
9.1 Introduction.
9.2 Video Coding.
9.3 Stereo Image Compression.
9.4 Summary.
References.
Problems.
10 Video Compression Standards.
10.1 Introduction.
10.2 MPEG-1 and MPEG-2 Standards.
10.3 MPEG-4.
10.4 H.264.
10.5 Summary.
References.
Problems.
Index.
