Point Cloud Registration Algorithm Based on NDT and Feature Point Detection

Yilin Yang; Jiying Li; Yan Wang; Yongqian Yu

doi:10.3788/LOP202259.0810016

[1] Jiang Y, Huang H G, Shu Q et al. Scale point cloud registration algorithm in high-dimensional orthogonal subspace mapping[J]. Acta Optica Sinica, 39, 0315007(2019).

[2] Besl P J, McKay N D. A method for registration of 3-D shapes[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 239-256(1992).

[3] Zhang X J, Li Z K, Wang X Z et al. Research of 3D point cloud data registration algorithms based on feature points and improved ICP[J]. Transducer and Microsystem Technologies, 31, 116-118, 122(2012).

[4] Zhong Y, Zhang M. Automatic registration technology of point cloud based on improved ICP algorithm[J]. Control Engineering of China, 21, 37-40(2014).

[5] Liu Z, Zhou T, Peng D D et al. An improved ICP point cloud registration algorithm based on PCA[J]. Journal of Natural Science of Heilongjiang University, 36, 473-478, 505(2019).

[6] Huang Y, Da F P, Tao H J. An automatic registration algorithm for point cloud based on feature extraction[J]. Chinese Journal of Lasers, 42, 0308002(2015).

[7] Xu S Y, Zhu J H, Tian Z Q et al. Stepwise refinement approach for registration of multi-view point sets[J]. Acta Automatica Sinica, 45, 1486-1494(2019).

[8] Chen Y, Medioni G. Object modelling by registration of multiple range images[J]. Image and Vision Computing, 10, 145-155(1992).

[9] Wu M P, Liu Y, Hu X P. Application of ICP algorithm in geomagnetism aided navigation system[J]. Aerospace Control, 25, 17-21, 26(2007).

[10] Tiar R, Lakrouf M, Azouaoui O. Fast ICP-SLAM for a bi-steerable mobile in large environments[C], 611-616(2015).

[11] Zhang L, Choi S, Park S. Robust ICP registration using bi-unique correspondence[C], 80-85(2011).

[12] Li Z, Pan X Z, Dong F M et al. Robust point cloud registration algorithm for Taylor series criterion function[J]. Journal of Computer-Aided Design & Computer Graphics, 29, 784-790(2017).

[13] Tang Z R, Liu M Z, Jiang Y et al. Point cloud registration algorithm based on canonical correlation analysis[J]. Chinese Journal of Lasers, 46, 0404006(2019).

[14] Fan Q, Liu P, Yang J et al. Improved 3D-NDT point cloud registration algorithm based on 3D-Harris and FPFH[J]. Journal of Graphics, 41, 567-575(2020).

[15] Magnusson M. The three-dimensional normal-distributions transform: an efficient representation for registration, surface analysis, and loop detection[D](2009).

[16] Harris C G, Stephens M J. A combined cornor and edge detector[C](1988).