NPTEL : NOC:Computer Vision and Image Processing - Fundamentals and Applications (Electrical Engineering)

Co-ordinators : Prof. M. K. Bhuyan


Lecture 1 - Introduction to Digital Image Processing

Lecture 2 - Introduction to Computer Vision

Lecture 3 - Introduction to Computer Vision and Basic Concepts of Image Formation

Lecture 4 - Shape From Shading

Lecture 5 - Image Formation: Geometric Camera Models - I

Lecture 6 - Image Formation: Geometric Camera Models - II

Lecture 7 - Image Formation: Geometric Camera Models - III

Lecture 8 - Image Formation in a Stereo Vision Setup

Lecture 9 - Image Reconstruction from a Series of Projections

Lecture 10 - Image Reconstruction from a Series of Projections

Lecture 11 - Image Transforms - I

Lecture 12 - Image Transforms - II

Lecture 13 - Image Transforms - III

Lecture 14 - Image Transforms - IV

Lecture 15 - Image Enhancement

Lecture 16 - Image Filtering - I

Lecture 17 - Image Filtering - II

Lecture 18 - Colour Image Processing - I

Lecture 19 - Colour Image Processing - II

Lecture 20 - Image Segmentation

Lecture 21 - Image Features and Edge Detection

Lecture 22 - Edge Detection

Lecture 23 - Hough Transform

Lecture 24 - Image Texture Analysis - I

Lecture 25 - Image Texture Analysis - II

Lecture 26 - Object Boundary and Shape Representations - I

Lecture 27 - Object Boundary and Shape Representations - II

Lecture 28 - Interest Point Detectors

Lecture 29 - Image Features - HOG and SIFT

Lecture 30 - Introduction to Machine Learning - I

Lecture 31 - Introduction to Machine Learning - II

Lecture 32 - Introduction to Machine Learning - III

Lecture 33 - Introduction to Machine Learning - IV

Lecture 34 - Introduction to Machine Learning - V

Lecture 35 - Artificial Neural Network for Pattern Classification - I

Lecture 36 - Artificial Neural Network for Pattern Classification - II

Lecture 37 - Introduction to Deep Learning

Lecture 38 - Gesture Recognition

Lecture 39 - Background Modelling and Motion Estimation

Lecture 40 - Object Tracking

Lecture 41 - Programming Examples