Computer-Vision

CMU 16-720 course projects

The projects are

1. Planar homographies; panoramas.

2. Bag-of-words scene classificatoin; filter banks; knn; k-means; spatial pyramids.

3. Object detection; deformable part model; non-maximum supression; weighted mean shift; emxamplar SVM; HOG.

related repo: https://github.com/waynezv/exemplarsvm

4. Tracking templates and control points; Lucas-Kanade; Supervised Descent Method; SIFT.

related repo: https://github.com/waynezv/CF2

5. RANSAC and 3D reconstruction; eight point algorithm; seven point algorithm; Smith Hall :-)

6. Final project: transitive distance segmentation.

The class was fun.