Bay H, Tuytelaars T, Van Gool L. Surf: Speeded up robust features. In: European conference on computer vision. Springer, Berlin, Heidelberg; 2006. pp. 404-417.
Lowe DG. Distinctive image features from scale-invariant keypoints. International journal of computer vision. 2004; 60(2): 91-110.
Rublee E, Rabaud V, Konolige K, et al. ORB: An efficient alternative to SIFT or SURF. 2011 International Conference on Computer Vision. doi: 10.1109/iccv.2011.6126544
Leutenegger S, Chli M, Siegwart RY. BRISK: Binary Robust invariant scalable keypoints. 2011 International Conference on Computer Vision. doi: 10.1109/iccv.2011.6126542
Bay H, Ess A, Tuytelaars T, et al. Speeded-Up Robust Features (SURF). Computer Vision and Image Understanding. 2008; 110(3): 346-359. doi: 10.1016/j.cviu.2007.09.014
Mahmoudi M, Tjahjadi T. An Analysis of Speeded-Up Robust Features in Scale Space. Pattern Recognition. 2012; 45(1): 411-424.
Liu J, Liu H, Li S. An Improved SURF Algorithm Based on SIFT. Journal of Visual Communication and Image Representation. 2013; 24(7): 1039-1046.
Liu Q, Yang X. Improving the Speeded-Up Robust Features (SURF) Algorithm Based on Image Smoothing. Journal of Visual Communication and Image Representation. 2014; 25(5): 1056-1064.
Li W, Xu H, Xiao B, et al. SURF Image Matching Algorithm Based on GPU. In: Proceedings of the 8th International Symposium on Computational Intelligence and Design; 2015.
Choi S, Kim J, Chong I. Comparative Study of SIFT and SURF for Image Stitching. In: Proceedings of the 2016 International Conference on Information Science and Security; 2016.
Kumar V, Chauhan V, Kumar V. Comparative Analysis of SIFT, SURF, BRISK, FREAK and ORB for Robust Object Recognition. In: Proceedings of the 2017 IEEE 7th International Advance Computing Conference (IACC); 2017.
Al-Naymat G, Bani-Ahmad S. Improved Speeded-Up Robust Features (SURF) Algorithm for Efficient Image Matching. Journal of Engineering. 2018; 2018: 1-11.
Li H, Xu Q, Wang G, et al. An Improved SURF Algorithm Based on Quadrant Histograms. Advances in Intelligent Systems and Interactive Applications. 2019; 25-32.
Paudel U, Jin J. Improved SURF-Based Image Retrieval System Using Color Features. Symmetry. 2021; 13(4): 669.
Bay H, Tuytelaars T, Van Gool L. SURF: Speeded up robust features. In: Proceedings of the European conference on computer vision (ECCV); 2006.
Liu M, Yu Z, Jin M, et al. A novel feature descriptor based on SURF for image matching. Multimedia Tools and Applications. 2017; 76(10): 12849-12866.
Ahmad I, Ahmad J, Choi TS, et al. Optimized Speeded-Up Robust Feature (SURF) for real-time object recognition on mobile devices. Multimedia Tools and Applications. 2018; 77(4): 4083-4105.
Shi Z, Deng Y, Zhang H, et al. Multi-scale SURF-based local feature descriptor for image matching. Multimedia Tools and Applications. 2019; 78(20): 28593-28611.
Li Z, Zhang H, Zhang H. Improved SURF feature descriptor based on principal component analysis for image matching. Multimedia Tools and Applications. 2020; 79(5-6): 3415-3431.
Chen L, Yan L, Yang J, et al. A new feature descriptor based on SURF for image matching. Journal of Visual Communication and Image Representation. 2021; 76: 103117.
