Popular repositories

1. Augmented-Reality-with-Planar-Homographies Augmented-Reality-with-Planar-Homographies Public

   Detecting a book cover's position in a moving camera and replace it with a video. Image stitching and parallel processing included.

   Python 2

2. Photometric-Stereo Photometric-Stereo Public

   Physics-based approach to determine the topography of the image (3D reconstruction) based on lighting.

   Python 1

3. Spatial-Pyramid-Matching-for-Scene-Classification Spatial-Pyramid-Matching-for-Scene-Classification Public

   Classical method - Filter creation and KNN (followed by Spacial Pyramiding and TF-IDF)

   Jupyter Notebook

4. Lucas-Kanade-Tracking Lucas-Kanade-Tracking Public

   Classical and modified approaches for Tracking objects in the moving world. It assumes small motion in the moving objects when followed frame by frame. Several modifications are suggested and tried…

   Python

5. 3D-Reconstruction 3D-Reconstruction Public

   7-point and 8-point algorithm for 3D Reconstruction. Bundle Adjustment, RANSAC algorithm and multiview reconstruction also performed.

   Python

6. Neural-Networks-for-Recognition Neural-Networks-for-Recognition Public

   Using hand-coded (python) and PyTorch-based Neural Networks (and auto-encoders) for recognition of flowers, digits and alphabets.

   Python