Image and Video Compression [SerienID : 967]
The lecture gives an introduction to basic concepts and algorithms for coding and transmission of image and video signals. We start with sampling and digital representation of images and video signals and learn about fundamental features of human visual perception. Principles of data compression using redundancy and irrelevancy reduction are discussed in detail together with typical algorithms used for coding of image and video signals. Among others this covers the design of quantizers with the help of the Lloyd-Max algorithm, entropy coding using Huffman and arithmetic coding, as well as run length coding. Moreover, fundamentals of vector quantization and predictive coding are addressed. Methods for frequency analysis will be discussed taking transform coding, subband decomposition and wavelet analysis as examples. The principle of motion compensation and hybrid video coding is introduced. Finally, current MPEG and ITU standards for coding of still images and video signals are explained.

Semester

Sommersemester 2020

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aktualisiert

2020-06-08 18:45:38

Abonnements

26

  • # 1
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    Image and Video Compression - Introduction
    Prof. Dr. André Kaup
    2020-04-20 Sommersemester 2020
  • # 2
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    Image and Video Compression - Multi-Dimensional Sampling
    Prof. Dr. André Kaup
    2020-04-21 Sommersemester 2020
  • # 3
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    Image and Video Compression - Entropy and Lossless Coding Part 1
    Prof. Dr. André Kaup
    2020-04-27 Sommersemester 2020
  • # 4
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    Image and Video Compression - Entropy and Lossless Coding Part 2
    Prof. Dr. André Kaup
    2020-04-28 Sommersemester 2020
  • # 5
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    Image and Video Compression - Statistical Dependency
    Prof. Dr. André Kaup
    2020-05-04 Sommersemester 2020
  • # 6
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    Image and Video Compression - Quantization Part 1
    Prof. Dr. André Kaup
    2020-05-05 Sommersemester 2020
  • # 7
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    Image and Video Compression - Quantization Part 2
    Prof. Dr. André Kaup
    2020-05-12 Sommersemester 2020
  • # 8
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    Image and Video Compression - Vector Quantization and Prediction
    Prof. Dr. André Kaup
    2020-05-19 Sommersemester 2020
  • # 9
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    Image and Video Compression - DPCM and Transform Coding
    Prof. Dr. André Kaup
    2020-06-08 Sommersemester 2020
  • # 10
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    Image and Video Compression - KLT and Discrete Cosine Transform
    Prof. Dr. André Kaup
    2020-06-09 Sommersemester 2020
  • # 11
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    Image and Video Compression - Subband Coding Part 1
    Prof. Dr. André Kaup
    2020-06-16 Sommersemester 2020
  • # 12
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    Image and Video Compression - Subband Coding Part 2
    Prof. Dr. André Kaup
    2020-06-22 Sommersemester 2020
  • # 13
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    Image and Video Compression - Visual Perception and Color
    Prof. Dr. André Kaup
    2020-06-23 Sommersemester 2020
  • # 14
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    Image and Video Compression - Image Coding Standards
    Prof. Dr. André Kaup
    2020-06-29 Sommersemester 2020
  • # 15
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    Image and Video Compression - Interframe Coding Part 1
    Prof. Dr. André Kaup
    2020-06-30 Sommersemester 2020
  • # 16
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    Image and Video Compression - Interframe Coding Part 2
    Prof. Dr. André Kaup
    2020-07-06 Sommersemester 2020
  • # 17
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    Image and Video Compression - Video Coding Standards Part 1
    Prof. Dr. André Kaup
    2020-07-07 Sommersemester 2020
  • # 18
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    Image and Video Compression - Video Coding Standards Part 2
    Prof. Dr. André Kaup
    2020-07-21 Sommersemester 2020