Monocular Simultaneous Localization and Mapping Initialization Method Based on Point and Line Features

Qi Qian; Tingming Bai; Yunfeng Bi; Chengyu Qiao; Zhiyu Xiang

doi:10.3788/AOS202141.1215002

[1] Chiuso A, Favaro P, Jin H L et al. Structure from motion causally integrated over time[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, 523-535(2002).

[2] Davison A J, Reid I D, Molton N D et al. MonoSLAM: real-time single camera SLAM[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29, 1052-1067(2007).

[3] Civera J, Davison A J. Montiel J M M. Inverse depth parametrization for monocular SLAM[J]. IEEE Transactions on Robotics, 24, 932-945(2008).

[4] Klein G, Murray D. Parallel tracking and mapping for small AR workspaces[C]∥2007 6th IEEE and ACM International Symposium on Mixed and Augmented Reality, November 13-16, 2007, Nara, Japan., 225-234(2007).

[5] Royer E, Bom J, Dhome M et al. Outdoor autonomous navigation using monocular vision[C]∥2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, August 2-6, 2005, Edmonton, AB, Canada., 1253-1258(2005).

[6] Engel J, Schöps T, Cremers D. LSD-SLAM: large-scale direct monocular SLAM[M]. ∥Fleet D, Pajdla T, Schiele B, et al. Computer vision-ECCV 2014. Lecture notes in computer science. Cham: Springer, 8690, 834-849(2014).

[7] Engel J, Koltun V, Cremers D. Direct sparse odometry[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40, 611-625(2018).

[8] Bergmann P, Wang R, Cremers D. Online photometric calibration of auto exposure video for realtime visual odometry and SLAM[J]. IEEE Robotics and Automation Letters, 3, 627-634(2018). http://ieeexplore.ieee.org/document/8119575/

[9] ForsterC, PizzoliM, ScaramuzzaD. SVO: fast semi-direct monocular visual odometry[C]∥2014 IEEE International Conference on Robotics and Automation (ICRA), May 31-June 7, 2014, Hong Kong, China. New York: IEEE Press, 2014: 15- 22.

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

[11] Tang CZ, WangO, TanP. GSLAM: initialization-robust monocular visual SLAM via global structure-from-motion[C]∥2017 International Conference on 3D Vision (3DV), October 10-12, 2017, Qingdao, China. New York: IEEE Press, 2017: 155- 164.

[12] Lee S J, Hwang S S. Elaborate monocular point and line SLAM with robust initialization[C]∥2019 IEEE/CVF International Conference on Computer Vision (ICCV), October 27-November 2, 2019, Seoul, Korea (South)., 1121-1129(2019).

[13] Hartley R, Zisserman A[M]. Multiple view geometry in computer vision(2004).

[14] Goldstein A, Fattal R. Video stabilization using epipolar geometry[J]. ACM Transactions on Graphics, 31, 1-10(2012). http://d.wanfangdata.com.cn/periodical/7e5da26e64252bc7303e543ac108f6ee

[15] KümmerleR, GrisettiG, StrasdatH, et al.g2o: a general framework for graph optimization[C]∥2011 IEEE International Conference on Robotics and Automation, May 9-13, 2011, Shanghai, China. New York: IEEE Press, 2011: 3607- 3613.

[16] Agarwal S, Mierle K[2020-11-28]. Ceres solver [2020-11-28].http: ∥www.ceres-solver.org/..

[17] Zhang Z Y. Estimating motion and structure from correspondences of line segments between two perspective images[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 17, 1129-1139(1995). http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=466777

[18] Nelder J A, Mead R. A simplex method for function minimization[J]. The Computer Journal, 7, 308-313(1965). http://ci.nii.ac.jp/naid/10020909711

[19] von Gioi R G, Jakubowicz J, Morel J M et al. LSD: a line segment detector[J]. Image Processing on Line, 2, 35-55(2012). http://www.ingentaconnect.com/content/doaj/21051232/2012/00000002/00000001/art00004

[20] Zhang L L, Koch R. An efficient and robust line segment matching approach based on LBD descriptor and pairwise geometric consistency[J]. Journal of Visual Communication and Image Representation, 24, 794-805(2013).

[21] Sturm J, Engelhard N, Endres F et al. A benchmark for the evaluation of RGB-D SLAM systems[C]∥2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 7-12, 2012, Vilamoura-Algarve, Portugal., 573-580(2012).

[22] Shi X, Li D, Zhao P et al. Are we ready for service robots? The OpenLORIS-scene datasets for lifelong SLAM[C]∥2020 IEEE International Conference on Robotics and Automation (ICRA), May 31-August 31, 2020, Paris, France., 3139-3145(2020).