Computer Vision Course - Videos and Lecture-Notes
Click here to view the YouTube Playlist of the videos of this course.
Module-1: Introduction
L01 - Course Description - Video and Slides
L02 - Introduction to Computer Vision - Video and Slides
L03 - Introduction to Human Vision (Part-1) - Video and Slides
L04 - Introduction to Human Vision (Part-2) - Video and Slides
L05 - Introduction to Digital Images - Video and Slides
Module-2: Spatial Filtering-based Image Processing
L06 - Image Denoising (Part-1) - Video and Slides and Notes
L07 - Image Denoising (Part-2) - Video and Slides
L08 - Template Matching - Video and Slides
L09 - Gradient Computation (Part-1) - Video and Slides
L10 - Gradient Computation (Part-2) - Video and Slides
L11 - Gradient Computation (Part-3) - Video and Slides
Module-3: Edge Detection
L12 - Canny Edge Detector - Video and Slides
L13 - Hough Transform (Part-1) - Video and Slides
L14 - Hough Transform (Part-2) - Video and Slides
L15 - Hough Transform (Part-3) - Video and Slides
Module-4: Key Points Detection and Description
L16 - Introduction to Key Point Detection - Video and Slides
L17 - Harris Corner Detector (Part-1) - Video and Slides
L18 - Harris Corner Detector (Part-2) - Video and Slides
L19 - Scale Invariant Harris Detector - Video and Slides
L20 - SIFT Detector & Descriptor (Part-1) - Video and Slides
L21 - SIFT Detector & Descriptor (Part-2) - Video and Slides
L22 - SIFT Detector & Descriptor (Part-3) - Video and Slides
L23 - SIFT Detector & Descriptor (Part-4) - Video and Slides
Module-5: Image Transforms and Parameters Estimation
L24 - Image Transforms (Part-1) - Video and Slides
L25 - Image Transforms (Part-2) - Video and Slides
L26 - Parameters Estimation (Part-1) - Video and Slides
L27 - Parameters Estimation (Part-2) - Video and Slides
Module-6: Optical Flow for Motion Estimation
L28 - Introduction to Motion Estimation - Video and Slides
L29 - Optical Flow (Part-1) - Video and Slides
L30 - Optical Flow (Part-2) - Video and Slides
Module-7: Perspective Projection
L31 - Cameras and Images (Part-1) - Video and Slides
L32 - Cameras and Images (Part-2) - Video and Slides
L33 - Perspective Projection (Part-1) - Video and Slides
L34 - Perspective Projection (Part-2) - Video and Slides
Module-1: Introduction
L01 - Course Description - Video and Slides
L02 - Introduction to Computer Vision - Video and Slides
L03 - Introduction to Human Vision (Part-1) - Video and Slides
L04 - Introduction to Human Vision (Part-2) - Video and Slides
L05 - Introduction to Digital Images - Video and Slides
Module-2: Spatial Filtering-based Image Processing
L06 - Image Denoising (Part-1) - Video and Slides and Notes
L07 - Image Denoising (Part-2) - Video and Slides
L08 - Template Matching - Video and Slides
L09 - Gradient Computation (Part-1) - Video and Slides
L10 - Gradient Computation (Part-2) - Video and Slides
L11 - Gradient Computation (Part-3) - Video and Slides
Module-3: Edge Detection
L12 - Canny Edge Detector - Video and Slides
L13 - Hough Transform (Part-1) - Video and Slides
L14 - Hough Transform (Part-2) - Video and Slides
L15 - Hough Transform (Part-3) - Video and Slides
Module-4: Key Points Detection and Description
L16 - Introduction to Key Point Detection - Video and Slides
L17 - Harris Corner Detector (Part-1) - Video and Slides
L18 - Harris Corner Detector (Part-2) - Video and Slides
L19 - Scale Invariant Harris Detector - Video and Slides
L20 - SIFT Detector & Descriptor (Part-1) - Video and Slides
L21 - SIFT Detector & Descriptor (Part-2) - Video and Slides
L22 - SIFT Detector & Descriptor (Part-3) - Video and Slides
L23 - SIFT Detector & Descriptor (Part-4) - Video and Slides
Module-5: Image Transforms and Parameters Estimation
L24 - Image Transforms (Part-1) - Video and Slides
L25 - Image Transforms (Part-2) - Video and Slides
L26 - Parameters Estimation (Part-1) - Video and Slides
L27 - Parameters Estimation (Part-2) - Video and Slides
Module-6: Optical Flow for Motion Estimation
L28 - Introduction to Motion Estimation - Video and Slides
L29 - Optical Flow (Part-1) - Video and Slides
L30 - Optical Flow (Part-2) - Video and Slides
Module-7: Perspective Projection
L31 - Cameras and Images (Part-1) - Video and Slides
L32 - Cameras and Images (Part-2) - Video and Slides
L33 - Perspective Projection (Part-1) - Video and Slides
L34 - Perspective Projection (Part-2) - Video and Slides