Algorithm for Eliminating Mismatched Points Based on Pearson Correlation Coefficient

Shuo Li; Yingdong Han; Shuang Wang; Kun Liu; Junfeng Jiang; Tiegen Liu

doi:10.3788/LOP202158.0810025

[1] Jia D, Zhu N D, Yang N H et al. Image matching methods[J]. Journal of Image and Graphics, 24, 677-699(2019).

[2] Xu J J, Zhang Y, Zhang H. Fast image registration algorithm based on improved Harris-SIFT descriptor[J]. Journal of Electronic Measurement and Instrumentation, 29, 48-54(2015).

[3] Wang J Q, Shi Z L, Huang S B. Detection of a moving object via feature tracking[J]. Opto-Electronic Engineering, 32, 12-15(2005).

[4] Cao S X, Jiang J, Zhang G J et al. Multi-scale image mosaic using features from edge[J]. Journal of Computer Research and Development, 48, 1788-1793(2011).

[5] Tan R L, Wan Y C. Method of eliminating SIFT mismatches based on main direction[J]. Geospatial Information, 12, 101-103, 111(2014).

[6] Ruan X L, Chen Q H, Qiu Y M et al. Excluding SIFT mismatching points based on the invariant factors and image retrieval[J]. Infrared Technology, 37, 560-565(2015).

[7] Wang P, Zhu R Z, Sun C K. Pointcloud coarse registration algorithm with scene classification based on improved RANSAC[J]. Laser & Optoelectronics Progress, 57, 041510(2020).

[8] Yang Q N, Ma T L, Yang C K et al. RANSAC image matching algorithm based on optimized sampling[J]. Laser & Optoelectronics Progress, 57, 101104(2020).

[9] Liu Z, Yang J, Zhang L. Remote sensing image registration algorithm based on elliptic Fourier descriptor[J]. Journal of Optoelectronics·Laser, 26, 352-359(2015).

[10] Shan X J, Tang P. Review of false matching points detection methods for image matching[J]. Application Research of Computers, 32, 2561-2565, 2571(2015).

[11] Aguilar W, Frauel Y, Escolano F et al. A robust graph transformation matching for non-rigid registration[J]. Image and Vision Computing, 27, 897-910(2009).

[12] Fischler M A, Bolles R C. Random sample consensus:a paradigm for model fitting with applications to image analysis and automated cartography[J]. Readings in Computer Vision, 726-740(1987).

[13] Nister D. Preemptive RANSAC for live structure and motion estimation[C]. //Proceedings of the Ninth IEEE International Conference on Computer Vision, October 13-16, 2003, Nice, France., 199-206(2003).

[14] Jie J, Li Z J, Yao P. Improved RANSAC algorithm of matched points purifying[J]. Journal of Xi'an University of Architecture & Technology (Natural Science Edition), 45, 896-901(2013).

[15] Torr P H S, Zisserman A. MLESAC: a new robust estimator with application to estimating image geometry[J]. Computer Vision and Image Understanding, 78, 138-156(2000). http://dl.acm.org/citation.cfm?id=344583

[16] Pearson K. Note on regression and inheritance in the case of two parents[J]. Proceedings of the Royal Society of London, 58, 240-242(1895).

[17] Tan P N, Michael S, Anuj K et al. Introduction to data mining[M]. 2nd ed. New York: Addison Wesley, 160-162(2019).

[18] Bay H. Tuytelaars T, van Gool L. SURF: speeded up robust features[M]. //Leonardis A, Bischof H, Pinz A. Computer vision-ECCV 2006. Lecture notes in computer science. Heidelberg: Springer, 3951, 404-417(2006).

[19] 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

[20] Gao X S, Li Y H, Zhang L Q et al. Precise positioning technology for automatic guided vehicles based on SURF algorithm[J]. Laser & Optoelectronics Progress, 56, 101203(2019).

[21] Li H, Manjunath B S, Mitra S K. A contour-based approach to multisensor image registration[J]. IEEE Transactions on Image Processing, 4, 320-334(1995). http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=366480

[22] Li T, Tian X J. The algorithm and application of discrete inflection point[J]. Control & Management, 23, 248-249, 254(2007).

[23] Li C, Wang R L, Wang C G et al. Improvement of MSAC for estimating F and H matrix to filter matching points[J]. Bulletin of Surveying and Mapping, 104-107, 140(2018).