Spectral Image Registration Method Based on SURF Maximum Submatrix

Jialin Liu; Huiqin Wang; Ke Wang; Meng Wu; Lijuan Zhao; Xiaohong Zhang

doi:10.3788/LOP56.063002

[1] Feng Y D, Sun Y. Image matching algorithm based on SURF feature extraction and FLANN search[J]. Journal of Graphics, 36, 650-654(2015).

[2] Jing J F, Xie J, Li P F. Application of SURB combined with random sample consensus algorithm in shoe uppers matching[J]. Laser & Optoelectronics Progress, 55, 011005(2018).

[3] Ren K Q, Hu M Y. Color image registration algorithm based on improved SURF[J]. Journal of Electronic Measurement and Instrumentation, 30, 748-756(2016).

[4] Harris C J. A combined corner and edge detector. [C]∥Proceedings of the 4 ^th Alvey Vision Conference, Alvey, UK, 31 August-2 September 1988. [S. l. : s. n.] , 147-151(1988).

[5] Smith S M, Brady J M. SUSAN - A new approach to low level image processing[J]. International Journal of Computer Vision, 23, 45-78(1997). http://link.springer.com/article/10.1023/A%3A1007963824710

[6] Lowe D G. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision, 60, 91-110(2004). http://doi.ieeecomputersociety.org/resolve?ref_id=doi:10.1023/B:VISI.0000029664.99615.94&rfr_id=trans/tp/2008/10/ttp2008101683.htm

[7] Jin J J, Lu W L, Guo X T et al. Position registration method of simultaneous phase-shifting interferograms based on SURF and RANSAC algorithms[J]. Acta Optica Sinica, 37, 1012002(2017).

[8] Bay H. Tuytelaars T, van Gool L. SURF: Speeded up robust features. [C]∥Leonardis A, Bischof H, Pinz A. European Conference on Computer Vision. Berlin, Heidelberg: Springer, 3951, 404-417(2006).

[9] Yao S Y, Wang X M, Zuo S. Fast feature point matching algorithm based on SURF[J]. Laser & Infrared, 44, 347-350(2014).

[10] Tong R Q, Huang Y Q, Tian R J. SURF algorithm and its detection effect on object tracking[J]. Journal of Southwest University of Science and Technology, 26, 63-67(2011).

[11] Zhao Y L, Xu D, Pan Z G. Image registration system based on SURF feature points[J]. Journal of Computer Applications, 31, 73-75(2011).

[12] Kim T, Im Y J. Automatic satellite image registration by combination of matching and random sample consensus[J]. IEEE Transactions on Geoscience and Remote Sensing, 41, 1111-1117(2003). http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=1206711

[13] Liu C X, Zhao R J, Liu E H et al. Estimate threshold of SIFT matching adaptively based on RANSAC[J]. Computer Science, 44, 157-160(2017).

[14] Xu X, Sun S Y, Sha Y J et al. A method of infrared image mosaic based on improved RANSAC[J]. Laser & Optoelectronics Progress, 51, 111001(2014).

[15] Xie X H, Liang D, Zhang X Q et al. Detecting maximum inscribed rectangle area of target object based on image processing[J]. Science Technology and Engineering, 15, 193-197, 217(2015).

[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).