IT425
Course Name:
Computational Visual Perception (IT425)
Programme:
B.Tech (AI)
Category:
Programme Specific Electives (PSE)
Credits (L-T-P):
(3-0-2) 4
Content:
Fundamentals of Image and Video Processing; Image and Video Analysis: Image Transforms - DCT, Hadamard, Haar, KL and Wavelets; Image and Video Compression Standards: JPEG, JPEG2000, MPEG1, MPEG2, MPEG4 & MPEG7; Image and Video Rendering and Assessment; Human Visual Perception; Perceptual Video Quality Metrics, Perceptual Coding and Processing of Digital Pictures; Image and Video Storage, Retrieval; Applications and Research Trends.
References:
Perceptual Based Image Processing, Morgan & Claypool, 2009
Al Bovik, “Handbook of Image and Video Processing”, Elsevier Academic Press, 2005
H. R. Wu and K. R. Rao, “Digital Video Image Quality and Perceptual Coding”, CRC Press, 2005
R. C. Gonzalez and R E Woods, “Digital Image Processing”, Pearson Education, 2002
William K Pratt, “Digital Image Processing”, Wiley, 2001.
Department:
Information Technology