Implemented a pipeline for 2D image mosaic and stitching. Feature extraction & matching, Adaptive Non-Maximal Suppression (ANMS), geometric blur, RANSAC
-Yiren Lu (luyiren [at] seas [dot] upenn [dot] edu)
A matlab implementation of image mosaic and stitching:
see corner_detector_impl.m
Harris, Chris, and Mike Stephens. "A combined corner and edge detector." Alvey vision conference. Vol. 15. 1988.
see anms.m
Brown, Matthew, Richard Szeliski, and Simon Winder. "Multi-image matching using multi-scale oriented patches." 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05). Vol. 1. IEEE, 2005.
see geo_blur.m
Berg, Alexander C., and Jitendra Malik. "Geometric blur for template matching." Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on. Vol. 1. IEEE, 2001.
see feat_desc.m
or feat_desc_geoblur.m
see ransac_est_homography.m
see mymosaic.m
see mymosaic.m
demo.m
The contents of this repository are licensed under the MIT License.