Image and Video Compression 2020 /KursID:967
- Letzter Beitrag vom 2020-07-21
Schlüsselworte: filtering transform signals values edges algorithm vectors color resolution bit pixel reconstruction matrix parameter frame current group block image conditional

Lehrende(r)

Prof. Dr. André Kaup

Einrichtung

Lehrstuhl für Multimediakommunikation und Signalverarbeitung

Aufzeichnungsart

Vorlesungsreihe

Sprache

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.

Zugehörige Einzelbeiträge

Folge
Titel
Lehrende(r)
Aktualisiert
Zugang
Dauer
Medien
1
Image and Video Compression - Introduction
Prof. Dr. André Kaup
2020-04-20
IdM-Anmeldung
01:31:59
2
Image and Video Compression - Multi-Dimensional Sampling
Prof. Dr. André Kaup
2020-04-21
IdM-Anmeldung
01:34:16
3
Image and Video Compression - Entropy and Lossless Coding Part 1
Prof. Dr. André Kaup
2020-04-27
IdM-Anmeldung
01:29:49
4
Image and Video Compression - Entropy and Lossless Coding Part 2
Prof. Dr. André Kaup
2020-04-28
IdM-Anmeldung
01:32:50
5
Image and Video Compression - Statistical Dependency
Prof. Dr. André Kaup
2020-05-04
IdM-Anmeldung
01:30:13
6
Image and Video Compression - Quantization Part 1
Prof. Dr. André Kaup
2020-05-05
IdM-Anmeldung
01:32:29
7
Image and Video Compression - Quantization Part 2
Prof. Dr. André Kaup
2020-05-12
IdM-Anmeldung
01:29:18
8
Image and Video Compression - Vector Quantization and Prediction
Prof. Dr. André Kaup
2020-05-19
IdM-Anmeldung
01:30:37
9
Image and Video Compression - DPCM and Transform Coding
Prof. Dr. André Kaup
2020-06-08
IdM-Anmeldung
01:32:22
10
Image and Video Compression - KLT and Discrete Cosine Transform
Prof. Dr. André Kaup
2020-06-09
IdM-Anmeldung
01:31:09
11
Image and Video Compression - Subband Coding Part 1
Prof. Dr. André Kaup
2020-06-16
IdM-Anmeldung
01:31:43
12
Image and Video Compression - Subband Coding Part 2
Prof. Dr. André Kaup
2020-06-22
IdM-Anmeldung
01:30:28
13
Image and Video Compression - Visual Perception and Color
Prof. Dr. André Kaup
2020-06-23
IdM-Anmeldung
01:30:05
14
Image and Video Compression - Image Coding Standards
Prof. Dr. André Kaup
2020-06-29
IdM-Anmeldung
01:26:59
15
Image and Video Compression - Interframe Coding Part 1
Prof. Dr. André Kaup
2020-06-30
IdM-Anmeldung
01:29:37
16
Image and Video Compression - Interframe Coding Part 2
Prof. Dr. André Kaup
2020-07-06
IdM-Anmeldung
01:30:23
17
Image and Video Compression - Video Coding Standards Part 1
Prof. Dr. André Kaup
2020-07-07
IdM-Anmeldung
01:28:59
18
Image and Video Compression - Video Coding Standards Part 2
Prof. Dr. André Kaup
2020-07-21
IdM-Anmeldung
01:15:06

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