Course Project under course EE604A - Image Processing
- Followed ICIP’16 paper ”DUDE (duality descriptor): A robust descriptor for disparate images using line segment duality” by Youngwook P Kwon et al. (http://ywpkwon.github.io/publication/icip16/icip16_dude.pdf) to implement from ground-up the author’s novel descriptor and detector algorithm in MATLAB
- Obtained comparable results on repeatability and mAP as obtained by the author
- Used other existing feature descriptors - SIFT, SURF, MSER, SYM-I and SYM-G to compare against our implementation of DUDE