Recent Advances in Feature Detectors and Descriptors: A Survey |
Lee, Haeseong
(Department of Image, Chung-Ang University)
Jeon, Semi (Department of Image, Chung-Ang University) Yoon, Inhye (ADAS Camera Team, LG Electronics) Paik, Joonki (Department of Image, Chung-Ang University) |
1 | H. Moravec, "Obstacle avoidance and navigation in the real world by a seeing robot rover," Tech Report CMU-RI-TR-3, Carnegie-Mellon University, Robotics Institute, September 1980. |
2 | C. Harris and M. Stephens, "A combined corner and edge detector," In Proc. Of Fourth Alvey Vision Conference, pp. 147-151, 1988. |
3 | D. Lowe, "Distinctive image features from scaleinvariant keypoints," International Journal of Computer Vision, vol. 60, no. 2, pp. 91-110, November 2004. DOI |
4 | H. Bay, T. Tuytelaars, and L. Gool, "SURF: Speeded up robust features," European Conference on Computer Vision, vol. 3951, pp. 404-417, May 2006. |
5 | H. Bay, A. Ess, T. Tuytelaars, and L. Gool, "Speeded-up robust features (SURF)," Computer Vision and Understanding, vol. 110, no. 3, pp. 346-359, June 2008. DOI |
6 | E. Rosten and T. Drummond, "Fusing points and lines for high performance tracking," Int. Conf. Computer Vision, vol. 2, pp. 17-21, October 2005. |
7 | E. Rosten and T. Drummond, "Machine learning for high-speed corner detection," European Conference on Computer Vision, vol. 3951, pp. 430-443, May 2006. |
8 | M. Calonder, V. Lepetit, C. Strecha, and P. Fua, "BRIEF: Binary Robust Independent Elementary Features," European Conference on Computer Vision, vol. 6314, pp. 778-792, September 2010. |
9 | E. Rublee, V. Rabaud, K. Konolige, and G. Bradski, "ORB: an efficient alternative to SIFT or SURF," Int. Conf. Computer Vision, pp. 2564-2571, November 2011. |
10 | S. Leutenegger, M. Chli and R. Siegwart, "BRISK: Binary robust invariant scalable keypoints," Int. Conf. Computer Vision, pp. 2548-2555, November 2011. |
11 | A. Alahi, R. Ortiz, and P. Vandergheynst, "FREAK: Fast retina keypoint," Int. Conf. Computer Vision and Pattern Recognition, pp. 510-517, June 2012. |
12 | K. Mikolajczyk and C. Schmid, "A performance evaluation of local descriptors," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 10, pp. 1615-1630, October 2005. DOI |
13 | X. Xu, L. Tian, J. Feng, and J. Zhou, "OSRI: A Rotationally Invariant Binary Descriptor," IEEE Transactions on Image Processing, vol. 23, no. 7, pp. 2983-2995, July 2014. DOI |
14 | K. Mikolajczyk, T. Tuytelaars, C. Schmid, A. Zisserman, J. Matas, F. Schaffalitzky, T. Kadir, and L. Gool, "A comparison of affine region dtectors," International Journal of Computer Vision, vol. 65, no. 1, pp. 43-72, November 2005. DOI |
15 | C. Strecha, A. Bronstein, M. Bronstein, and P. Fua, "LDAHash: Improved Matching with Smaller Descriptors," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 1, pp. 66-78, January 2012. DOI |
16 | T. Trzcinski and V. Lepetit, "Efficient Discriminative Projections for Compact Binary Descriptors," European Conference on Computer Vision, vol. 7572, pp. 228-242, October 2012. |