Acta Optica Sinica, Volume. 38, Issue 6, 0615001(2018)

Optimization on Visual Odometry under Weak Texture Environment

Yi Zhang1,2, Zhiyu Xiang1,2、*, Shuya Chen1,2, and Shuxia Gu1,2
Author Affiliations
  • 1 Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Hangzhou, Zhejiang 310027, China
  • 2 College of Information Science & Electronic Engineering, Zhejiang University, Hangzhou, Zhejiang 310027, China;
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    References(26)

    [2] Yuan M, Li A H, Zheng Y et al. Point-line feature fusion in monocular visual odometry[J]. Laser & Optoelectronics Progress, 55, 021501(2018).

    [4] Nister D, Naroditsky O, Bergen J. Visual odometry[C]. Washington, DC: CVPR, 652-659(2004).

    [5] Lin Z L, Zhang G L, Yao E L et al. Stereo visual odometry based on motion object detection in the dynamic scene[J]. Acta Optica Sinica, 37, 1115001(2017).

    [6] Howard A. Real-time stereo visual odometry for autonomous ground vehicles. [C]∥International Conference on Intelligent Robots and Systems, 3946-3952(2008).

    [8] Kreso I, Segvic S. Improving the Egomotion Estimation by correcting the Calibration Bias. [C]∥ International Conference on Computer Vision Theory and Applications. Berlin: VISAPP, 347-356(2015).

    [9] Kitt B, Geiger A, Lategahn H. Visual odometry based on stereo image sequences with RANSAC-based outlier rejection scheme. [C]∥Intelligent Vehicles Symposium. La Jolla: IEEE, 486-492(2010).

    [10] Buczko M, Willert V. How to distinguish inliers from outliers in visual odometry for high-speed automotive applications. [C]∥Intelligent Vehicles Symposium. Gothenburg: IEEE, 478-483(2016).

    [12] Cvisic I, Petrovic I. Stereo odometry based on careful feature selection and tracking. [C]∥European Conference on Mobile Robots. Lincoln: ECMR, 1-6(2015).

    [13] Badino H, Yamamoto A, Kanade T. Visual odometry by multi-frame feature integration. [C]∥ IEEE International Conference on Computer Vision Workshops. Sydney: ICCV, 222-229(2013).

    [14] Rublee E, Rabaud V, Konolige K et al. ORB: an efficient alternative to SIFT or SURF. [C]∥IEEE International Conference on Computer Vision. Barcelona: ICCV, 2564-2571(2011).

    [16] Triggs B. McLauchlan P F, Hartley R I, et al. Bundle adjustment: a modern synthesis. [C]∥International Workshop on Vision Algorithms.Springer Berlin Heidelberg, 298-372(1999).

    [17] Liu J, Zhang J X, Dai Y et al. Dense stereo matching based on cross-scale guided image filtering[J]. Acta Optica Sinica, 38, 0115004(2018).

    [18] Zhang Q, Dong Y, Li H B et al. Underwater curve constraint model based on non-parallel binocular vision[J]. Acta Optica Sinica, 36, 0315001(2016).

    [19] Lu W. Research on key techniques of high-precision and real-time visual localization[D]. Hangzhou: Zhejiang University, 9-10(2015).

    [20] Luhmann T, Robson S, Kyle S et al. Close-range photogrammetry and 3D imaging[M]. 2nd ed. Berlin: De Gruyter(2013).

    [21] Kümmerle R, Grisetti G, Strasdat H et al. g2o: a general framework for graph optimization. [C]∥IEEE International Conference on Robotics and Automation. Wellington: ICRA, 3607-3613(2011).

    [23] Geiger A, Lenz P, Urtasun R. Are we ready for autonomous driving? The KITTI vision benchmark suite[C]∥Conference on Computer Vision and Pattern Recognition, 2012.

    [25] Buczko M, Willert V. Flow-decoupled normalized reprojection error for visual odometry. [C]∥2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), 1161-1167(2016).

    [26] Pire T, Fischer T, Civera J et al. Stereo parallel tracking and mapping for robot localization. [C]∥2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 1373-1378(2015).

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    Yi Zhang, Zhiyu Xiang, Shuya Chen, Shuxia Gu. Optimization on Visual Odometry under Weak Texture Environment[J]. Acta Optica Sinica, 2018, 38(6): 0615001

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    Paper Information

    Category: Machine Vision

    Received: Oct. 11, 2017

    Accepted: --

    Published Online: Jul. 9, 2018

    The Author Email: Xiang Zhiyu (xiangzy@zju.edu.cn)

    DOI:10.3788/AOS201838.0615001

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