آموزش فشرده سازی تصاویر و ویدئو با استفاده از نرم افزار متلب
کتاب آموزش فشرده سازی تصاویر و ویدئو با استفاده از نرم افزار متلب (Still Image & Video Compression with MATLAB)، مشتمل بر 10 فصل، 443 صفحه، با فرمت pdf، همراه با تصاویر، به زبان انگلیسی، به ترتیب زیر گردآوری شده است:
Chapter 1: Introduction
- What is Source Coding
- Why is Compression Necessary
- Image and Video Compression Techniques
- Video Compression Standards
- Organization of the Book
- Summary
- References
Chapter 2: Image Acquisition
- Introduction
- Sampling a Continuous Image
- Image Quantization
- Color Image Representation
- Summary
- References
- Problems
Chapter 3: Image Transforms
- Introduction
- Unitary Transforms
- Karhunen–Lo`eve Transform
- Properties of Unitary Transforms
- Summary
- References
- Problems
Chapter 4: Discrete Wavelet Transform
- Introduction
- Continuous Wavelet Transform
- Wavelet Series
- Discrete Wavelet Transform
- Efficient Implementation of 1D DWT
- Scaling and Wavelet Filters
- Two-Dimensional DWT
- Energy Compaction Property
- Integer or Reversible Wavelet
- Summary
- References
- Problems
Chapter 5: Lossless Coding
- Introduction
- Information Theory
- Huffman Coding
- Arithmetic Coding
- Golomb–Rice Coding
- Run–Length Coding
- Summary
- References
- Problems
Chapter 6: Predictive Coding
- Introduction
- Design of a DPCM
- Adaptive DPCM
- Summary
- References
- Problems
Chapter 7: Image Compression in the Transform Domain
- Introduction
- Basic Idea Behind Transform Coding
- Coding Gain of a Transform Coder
- JPEG Compression
- Compression of Color Images
- Blocking Artifact
- Variable Block Size DCT Coding
- Summary
- References
- Problems
Chapter 8: Image Compression in the Wavelet Domain
- Introduction
- Design of a DWT Coder
- Zero-Tree Coding
- JPEG2000
- Digital Cinema
- Summary
- References
- Problems
Chapter 9: Basics of Video Compression
- Introduction
- Video Coding
- Stereo Image Compression
- Summary
- References
- Problems
Chapter 10: Video Compression Standards
- Introduction
- MPEG-1 and MPEG-2 Standards
- MPEG-4
- H.264
- Summary
- References
- Problems
- Index
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