C-FAST Feature Detection and Matching Algorithm Based on Image Color Information

Xiaoxiao Liu; Xueliang Ping; Xinyu Wang

doi:10.3788/LOP56.051006

[1] Zhang X, Qi Y X, Xue D. Image matching algorithm based on SICA-SIFT and particle swarm optimization[J]. Laser & Optoelectronics Progress, 54, 091002(2017).

[2] Zhang Q, Hao K, Li H B. Research on scale invariant feature transform feature matching based on underwater curve constraint[J]. Acta Optica Sinica, 34, 0215003(2014).

[3] Bay H, Ess A, Tuytelaars T et al. Speeded-up robust features (SURF)[J]. Computer Vision and Image Understanding, 110, 346-359(2008). http://www.sciencedirect.com/science/article/pii/S1077314207001555

[4] Zhang Y, Tong X R, Luo Y. A novel monocular visual odometry method based on improved SURF algorithm[J]. Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition), 26, 390-396(2014).

[5] Rosten E, Drummond T. Fusing points and lines for high performance tracking. [C]∥IEEE International Conference on Computer Vision, Oct. 17-20, 2005, Beijing, China. New York: IEEE, 1508-1515(2005).

[6] Rosten E, Drummond T. Machinelearning for high-speed corner detection. [C]∥Leonardis A, Bischof H, Pinz A. Computer Vision-ECCV 2006. Berlin: Springer, 3951, 430-443(2006).

[7] Gevers T, Snoek C G M. Evaluating color descriptors for object and scene recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32, 1582-1596(2010). http://www.ncbi.nlm.nih.gov/pubmed/20634554

[8] Abdel-Hakim A E, Farag A A. CSIFT: A SIFT descriptor with color invariant characteristics. [C]∥IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 17-22, 2006, New York, USA. New York: IEEE, 1978-1983(2006).

[9] Geusebroek J M, van den Boomgaard R, Smeulders A W M et al. . Color invariance[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 23, 1338-1350(2001).

[10] Jin T, Ren X L. Color extraction and matching for image retrieval[J]. Journal of Computer-Aided Design & Computer Graphics, 12, 459-462(2000).

[11] Zhang C P, Wei X G. Rectangle detection based on Harris corner[J]. Optics and Precision Engineering, 22, 2259-2266(2014).

[12] Bozorgi H, Jafari A. Fast uniform content-based satellite image registration using the scale-invariant feature transform descriptor[J]. Frontiers of Information Technology & Electronic Engineering, 18, 1108-1116(2017). http://d.wanfangdata.com.cn/Periodical/zjdxxbc-e201708006

[13] Mur-Artal R. Montiel J M M, Tardos J D. ORB-SLAM: a versatile and accurate monocular SLAM system[J]. IEEE Transactions on Robotics, 31, 1147-1163(2015).

[14] Zhou Z Q, Wang B, Lü J. Method of matching images with different resolutions[J]. Transactions of Beijing Institute of Technology, 28, 598-601(2008).

[15] Fischler M A, Bolles R C. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography[J]. Communications of the ACM, 24, 381-395(1981). http://dl.acm.org/citation.cfm?id=358692

[16] Zhang Z B, Zhao S L, Luo X W et al. Matching method of green crops based on SURF feature extraction[J]. Transactions of the Chinese Society of Agricultural Engineering, 31, 172-178(2015).

[17] Chen T H, Wang F L. Real-time robust feature-point matching algorithm[J]. Journal of Image and Graphics, 21, 1213-1220(2016).

[18] Chen B, Sun T Q, Liu A X. Influence of speckle noise on image registration based on feature point matching[J]. Laser & Optoelectronics Progress, 54, 121103(2017).