This repository contains the assignments in computer vision course that I did during my mtech at IIIT-H.
- Camera Callibration - Direct Linear Transform to construct projection matrix, camera matrix, rotation matrix.
- RANSAC method to get best projection matrix
- Effect of normalization on camera callibration
- Zhang's method
- Image Mosaicing
- Estimate the homography
- Find matches between two partially overlapping images using SIFT.
- Stereo Correspondences
- Stereo Rectification
- Implmentation of “GrabCut” — Interactive Foreground Extraction using Iterated Graph Cuts for image segmentation
- Paper link
- Grab-Cut : http://vision.stanford.edu/teaching/cs231b_spring1415/papers/SIGGRAPH04_RotherKolmogorovBlake.pdf
- Interactive Graph Cuts for Optimal Boundary & Region Segmentation of Objects in N-D Images : http://vision.stanford.edu/teaching/cs231b_spring1415/papers/ICCV03_BoykovJolly.pdf
- Face Detection using Viola Jones method
- Scene Recognition using Bag of Visual Words Technique
- Convolutional Neural Networks for classification
Topic - Dual Illumination Estimation for Robust-Exposure Correction
Link - https://github.com/rishabh26malik/Dual-Illumination-Estimation-for-Robust-Exposure-Correction