AD-701 AI for Computer Vision Notes
5 notes for AI for Computer Vision, unit by unit.
Notes for AD-701
- Unit 1 · Short notes Introduction to Image Formation and Processing Computer Vision · Geometric primitives and transformations · Photometric image formation · digital camera · Point operators · Linear filtering
- Unit 2 · Short notes Feature Detection, Matching and Segmentation Points and patches · Edges · Lines · Segmentation · Active contours · Split and merge
- Unit 3 · Short notes Feature-based Alignment & Motion Estimation 2D and 3D feature-based alignment · Pose estimation · Geometric intrinsic calibration · Triangulation · Two-frame structure from motion · Factorization
- Unit 4 · Short notes 3D Reconstruction Shape from X · Active range finding · Surface representations · Point-based representations · Volumetric representations · Model-based reconstruction
- Unit 5 · Short notes Image-based Rendering and Recognition View interpolation · Layered depth images · Light fields and Lumigraphs · Environment mattes · Video-based rendering · Object detection
More for AD-701
Other 7th semester AD subjects
- AD-702 (A) Cloud Computing
- AD-702 (B) Business Intelligence
- AD-702 (C) Computational Intelligence
- AD-702 (D) Predictive Analytics
- AD-703 (A) Data Visualization
- AD-703 (B) Mobile Application Development
- AD-703 (C) Advanced Statistical Analytics
- AD-703 (D) Social Media & Web Analytics