Introduction to digital image processing, intensity transformation, spatial filtering, frequency domain filtering, point and line detection, edge detection, Hough Transform, image restoration, color processing, thresholding, image segmentation, affine transformation, image transforms, multi-resolution image analysis, shape and texture representation and description, introduction to object recognition, image compression, JPEG, introduction to digital video, video compression standards, motion estimation.
Prerequisite: None
Texts/References Books:
- Digital Image processing, Gonzalez and Woods, 3rd edition, Pearson and Prentice Hall, 2009
- W.K. Pratt: Digital image processing, 4th edition, Wiley India, 2007.
- K.R. Castleman: Digital image processing, 2nd edition, Pearson, 2012.
- A.K. Jain: Fundamentals of digital image processing, Prentice Hall, 1989.
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