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  • 11:41 AM, Friday, 24 Jan 2020


Course Postgraduate
Semester Electives
Subject Code AVD614
Subject Title Image and Video Processing

Syllabus

Human visual system and image perception; monochrome and colour vision models; image
digitization, display and storage; 2 ‐ D signals and systems; image transforms ‐ 2D DFT, DCT, KLT,
Harr transform and discrete wavelet transform; image enhancement: histogram processing, spatial ‐
filtering, frequency ‐ domain filtering; image restoration: linear degradation model, inverse filtering,
Wiener filtering; image compression: lossy and lossless compression, image compression standards,
image analysis: edge and line detection, segmentation, feature extraction, classification; image
texture analysis; morphological image processing: binary morphology ‐ erosion, dilation, opening
and closing operations, applications; basic gray ‐ scale morphology operations; colour image
processing: colour models and colour image processing Fundamentals of digital video processing ‐
Coverage includes spatio ‐ temporal sampling, motion analysis, parametric motion models, motion ‐
compensated filtering, and video processing operations.

Text Books
References

1. Fundamentals of Digital Image processing, A. K. Jain, Pearson Education, 1989
2. Digital Image Processing, R. C. Gonzalez and R. E. Woods: Pearson Education, 2001
3. Digital Image Processing using MATLAB, R. C. Gonzalez , R. E. Woods and S. L. Eddins:
Pearson Education, 2004.
4. Digital Image Processing; G. A. Baxes: John Wiley, 1994
5. Digital Image Processing and Computer Vision; R.J. Schalkoff: John Wiley, 1989.
6. Image Processing; Sid Ahmed: McGraw ‐ Hill, 1994.
7. Digital Video and Audio Compression; S.J. Solari: McGraw ‐ Hill, 1996.
8. Video Processing and Communications" by Yao Wang, Joern Ostermann, and Ya ‐ Qin Zhang,
Prentice Hall, 2002, ISBN 0 ‐ 13 ‐ 017547 ‐ 1
9. Digital Video Processing , M. Tekalp Prentice Hall, 1995, ISBN 0 ‐ 13 ‐ 190075 ‐ 7
10. The Art of Digital Video, J. Watkinson, 3rd edition, Focal Press, 2000. 11. "Video
Demystified", K. Jack, 3rd edition, Llh Technology Publishing, 2001.
11. Motion Analysis and Image Sequence Processing, edited by M.I. Sezan and R.L. Lagendijk,
Kluwer Academic Publishers, 1993.
12. Image and Video Compression Standards: Algorithms and Architectures, V. Bhaskaran and K.
Konstantinides, Kluwer Academic Publishers, 2nd edition, 1997.