EC769 Computer Vision and Image Understanding
Course Name:
EC769 Computer Vision and Image Understanding
Programme:
Semester:
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Credits (L-T-P):
Content:
Overview of image processing systems, image formation and perception, continuous and digital image representation, image quantization, image contrast enhancement, histogram equalization, 2D signals and systems, 2D sampling, linear convolution in 2D, continuous and Discrete Fourier transform in 2D, image filtering in the DFT domain, color representation and display; true and pseudo color image processing, image compression, imaging geometry, model of image degradation/restoration process, texture analysis, motion analysis, geometric camera models, stereopsis, structure from motion, tracking, robot vision, object identification. Image processing domains - segmentation, enhancement, compression, registration