CS-803 (A) Image Processing and Computer Vision Notes
5 notes for Image Processing and Computer Vision, unit by unit.
Notes for CS-803 (A)
- Unit 1 · Short notes Introduction to CVIP and Morphological Image Processing Basics of Computer Vision and Image Processing (CVIP) · History of CVIP · Evolution of CVIP · CV Models · Image Filtering · Image Representations
- Unit 2 · Short notes Image Representation, Description and Binary Vision Representation schemes · Boundary descriptors · Region descriptors · Binary Machine Vision – Thresholding · Binary Machine Vision – Segmentation · Binary Machine Vision – Connected component labeling
- Unit 3 · Short notes Region Analysis and Matching Frameworks Region properties · External points · Spatial moments · Mixed spatial gray‑level moments · Boundary analysis – Signature properties · Boundary analysis – Shape numbers
- Unit 4 · Short notes Facet Model Recognition and Projective Geometry Facet model recognition – Labeling lines · Understanding line drawings · Classification of shapes by edge labeling · Recognition of shapes · Consistent labeling problem · Back‑tracking algorithm
- Unit 5 · Short notes Knowledge‑Based Vision and Advanced Recognition Knowledge representation · Control strategies · Information integration · Object recognition – Hough transforms · Object recognition – Simple object recognition methods · Shape correspondence
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