Publications

Please find a full list of my publictions on Google Scholar.

2020

  • Zhou, C., Gojcic, Z., Wegner, J. D., Guibas L. J. & Birdal, T. (2020). Learning multiview 3D point cloud registration. arXiv preprint arXiv:2001.05119, 2020 (To be published on CVPR 2020). PDF.
  • Gojcic, Z., Zhou, C., & Wieser, A. (2020). F2S3: Robustified determination of 3D displacement vector fields using deep learning. Journal of Applied Geodesy. PDF

2019

  • Zhou, C. (2019). Feature-wise change detection and robust indoor positioning using RANSAC-like approach. arXiv preprint arXiv:1912.09301.
  • Zhou, C., & Wieser, A. (2019). Modified Jaccard index analysis and adaptive feature selection for location fingerprinting with limited computational complexity. Journal of Location Based Services, 13(2), 128-157. PDF
  • Gojcic, Z., Zhou, C., Wegner, J. D., & Wieser, A. (2019). The perfect match: 3d point cloud matching with smoothed densities. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (pp. 5545-5554). PDF | Supp | Code
  • Gojcic, Z., Zhou, C., & Wieser, A. (2019). Robust pointwise correspondences for point cloud based deformation monitoring of natural scenes. In 4th Joint International Symposium on Deformation Monitoring: JISDM. JISDM. PDF

2018

  • Zhou, C., & Wieser, A. (2018, September). CDM: Compound dissimilarity measure and an application to fingerprinting-based positioning. In 2018 International Conference on Indoor Positioning and Indoor Navigation (IPIN) (pp. 1-7). IEEE. PDF
  • Zhou, C., & Wieser, A. (2018, January). Jaccard analysis and LASSO-based feature selection for location fingerprinting with limited computational complexity. In LBS 2018: 14th International Conference on Location Based Services (pp. 71-87). Springer, Cham. PDF
  • Gu, Y., Zhou, C., Wieser, A., & Zhou, Z. (2018). Trajectory Estimation and Crowdsourced Radio Map Establishment From Foot-Mounted IMUs, Wi-Fi Fingerprints, and GPS Positions. IEEE Sensors Journal, 19(3), 1104-1113.
  • Gojcic, Z., Zhou, C., & Wieser, A. (2018). Learned compact local feature descriptor for TLS-based geodetic monitoring of natural outdoor scenes. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 4, 113-120. PDF

2017

  • Zhou, C., & Gu, Y. (2017, September). Joint positioning and radio map generation based on stochastic variational Bayesian inference for FWIPS. In 2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN) (pp. 1-10). IEEE. PDF
  • Gu, Y., Zhou, C., Wieser, A., & Zhou, Z. (2017, September). WiFi based trajectory alignment, calibration and crowdsourced site survey using smart phones and foot-mounted IMUs. In 2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN) (pp. 1-6). IEEE. PDF

2016

  • Zhou, C., & Wieser, A. (2016, November). Application of backpropagation neural networks to both stages of fingerprinting based WIPS. In 2016 Fourth International Conference on Ubiquitous Positioning, Indoor Navigation and Location Based Services (UPINLBS) (pp. 207-217). IEEE. PDF

Thesis

  • Doctoral thesis

    Zhou, C. (2019). Mitigating variability issues for feature-based indoor positioning (Doctoral dissertation, ETH Zurich). PDF

  • Master thesis

    Zhou, C. (2013). Research on WLAN localization appraoches based on manifold alignment (in Chinese, Master Thesis, Harbin Institute of Technology). PDF

  • Bachelor thesis

    Zhou, C. (2013). Research on the application of LDE algorithm to WiFi-based indoor positioning (in Chinese, Bachelor Thesis, Harbin Institute of Technology). PDF