2016-17 Multimedia Data Compression
Course Content
- Sources of image, video and
sound signals,
- Human visual and auditory
perception system and its relation to data compression,
- Image, video and sound
acquisition process
- Multiresolution and wavelet
transformations,
- Information theory concepts
- Information theory concepts
(Shannon’s theorem,)
- Entropy coding (Huffman
coding, Golomb coding, Arithmetic coding, LZW coding, Run-length coding)
- Color images (Color
fundamentals, Color models (RGB, YUV, CMY, CMYK, HSI), Color
transformations),
- Image formats, containers and
compression standarts (CCITT, JBIG, JBIG2, BMP, GIF, TIFF), Vector
graphics
- JPEG, JPEG2000,
- Video compression, codec standards
- Compression
model
- MPEG1/2
- H264
- HEVC (H265)
- Speech and sound compression (MP3)
Weekly Syllabus
1
|
Visual and
acoustic signal acquisition process. Human visual and auditory system.
|
2
|
Analog to
digital conversion and sampling. Signal processing and DSP concepts (FFT,
DCT)
|
3
|
Multiresolution
and Wavelet transformations
|
4
|
Information
theory concepts (Shannon’s theorem, Huffman coding, Golomb coding, Arithmetic
coding, LZW coding, Run-length coding)
|
5
|
Color images
(Color fundamentals, Color models (RGB, YUV, CMY, CMYK, HSI), Color
transformations)
|
6
|
Image
formats, containers and compression standarts (CCITT, JBIG, JBIG2, BMP, GIF,
TIFF), Vector graphics
|
7
|
JPEG,
JPEG2000
|
8
|
Midterm
Exam
|
9
|
Video
compression (MPEG1/2 codec standard)
|
10
|
Video compression (H264 codec standard)
|
11
|
Video compression (HEVC, H265 codec standard)
|
12
|
Sound compression (MP3 codec standard)
|
13
|
Speech
compression
|
14
|
Course
review
|
15
|
Final
Exam
|
Schedule
Mon
|
Tue
|
Wed
|
Thu
|
Fri
| |
13:00
| BA109 | ||||
14:00
| BA109 | ||||
15:00
| BA109 |
Grading
Homeworks
|
5
|
30%
|
Quizzes
|
2
|
20%
|
Midterm
|
1
|
20%
|
Final
|
1
|
30%
|
Books
- Iain E. Richardson, "The H.264 Advanced Video Compression Standard", 2nd Edition, 2010
- Sze, Vivienne, Budagavi, Madhukar, Sullivan, Gary J., "High Efficiency Video Coding (HEVC), Algorithms and Architectures", 2014
- Feng Wu, "Advances in Visual Data Compression and Communication: Meeting the Requirements of New Applications", 2014
- Irina Bocharova, "Compression for Multimedia", 2009
- William A. Pearlman, "Wavelet Image Compression", 2013
- David Salomon, “Data Compression: The Complete Reference”, Springer, 3nd Edition, 2005
- Nicolas Moreau , “Tools for Signal Compression: Applications to Speech and Audio Coding”, Wiley, 2011
- Rafael C. Gonzalez, “Digital Image Processing”, Prentice Hall, 3rd edition, 2008
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