Fast registration algorithm of image sequence by time based on LK and FAST

Jing Ying; Qi Naixin; Yang Xiaogang; Lu Ruitao

doi:10.3788/irla201847.1126006

[1] Jende P, Nex F, Gerke M, et al. Fully automatic feature-based registration of mobile mapping and aerial nadir images for enabling the adjustment of mobile platform locations in gnss-denied urban environments[J]. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017, 42: 317.

[2] Ruppert G C S, Chiachia G, Bergo F P G, et al. Medical image registration based on watershed transform from greyscale marker and multi-scale parameter search[J]. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2017, 5(2): 138-156.

[3] Chang C H, Chou C N, Chang E Y. CLKN: Cascaded Lucas-Kanade networks for image alignment[C]//The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

[4] Modin K, Nachman A, Rondi L. A multiscale theory for image registration and nonlinear inverse problems[J/OL]. arXiv preprint arXiv: 1803.01790, 2018.

[5] Liu S, Jiang J. Remote sensing image registration based on feature points of global edge[C]//Imaging Systems and Techniques (IST), 2017 IEEE International Conference on, IEEE, 2017: 1-6.

[6] Fan J, Wu Y, Li M, et al. SAR image registration using multiscale image patch features with sparse representation[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(4): 1483-1493.

[7] Li C, Ma Q, Xiao L, et al. Image splicing detection based on Markov features in QDCT domain[J]. Neurocomputing, 2017, 228: 29-36.

[8] Zhang Pengqiang, Yu Xuchu, Han Li, et al. Automatic registration of image sequence based on line matching approach[J]. Geomatics and Information Science of Wuhan University, 2007, 32(8): 676-679. (in Chinese)

[9] Wang Zhiqiang, Cheng Hong, Yang Guang, et al. Fast target location method of global image registration[J]. Infrared and Laser Engineering, 2015, 44(S1): 225-229.

[10] He Linyang, Li Jinghong, Li Gang, et al. Fast image registration approach based on improved BRISK[J]. Infrared and Laser Engineering, 2014, 43(8): 2722-2727. (in Chinese)

[11] Zhao Liaoying, Lv Buyun, Li Xiaorun, et al. Multi-source remote sensing image registration based on scale-invariant feature transform and optimization of regional mutual information[J]. Acta Phys Sin, 2015, 64(12): 190-200. (in Chinese)

[12] Zhang Jian, Lou Shuli, Ren Jiancun. Space target detection algorithm based on sequential multi-frames projection[J]. Laser & Infrared, 2015, 45(1): 88-93. (in Chinese)

[13] Bouguet J Y. Pyramidal implementation of the affine lucas kanade feature tracker description of the algorithm[J]. Intel Corporation, 2001, 5(1-10): 4.

[14] Rosten E, Drummond T. Machine learning for high-speed corner detection[C]//European Conference on Computer Vision, 2006: 430-443.

[15] Qi Naixin, Zhang Shengxiu, Cao Lijia, et al. An estimation method robust to outliers for multiple homographies[J]. Robot, 2017, 39(5): 608-619. (in Chinese)

[16] Qi Naixin, Zhang Shengxiu, Cao Lijia, et al. Fast and robust homography estimation method with algebraic outlier rejection[J]. IET Image Processing, 2017, 12(4): 552-562.

[17] Szpak Z L, Chojnacki W, Eriksson A, et al. Sampson distance based joint estimation of multiple homographies with uncalibrated cameras[J]. Computer Vision and Image Understanding, 2014, 125: 200-213.