| The battle for filter supremacy: A comparative study of the multi-state constraint kalman filter and the sliding window filter LE Clement, V Peretroukhin, J Lambert, J Kelly 2015 12th Conference on Computer and Robot Vision, 23-30, 2015 | 41 | 2015 |
| Dpc-net: Deep pose correction for visual localization V Peretroukhin, J Kelly IEEE Robotics and Automation Letters 3 (3), 2424-2431, 2017 | 26 | 2017 |
| Reducing drift in visual odometry by inferring sun direction using a bayesian convolutional neural network V Peretroukhin, L Clement, J Kelly 2017 IEEE International Conference on Robotics and Automation (ICRA), 2035-2042, 2017 | 26 | 2017 |
| Improving foot-mounted inertial navigation through real-time motion classification B Wagstaff, V Peretroukhin, J Kelly 2017 International Conference on Indoor Positioning and Indoor Navigation …, 2017 | 24 | 2017 |
| PROBE: Predictive robust estimation for visual-inertial navigation V Peretroukhin, L Clement, M Giamou, J Kelly 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015 | 21 | 2015 |
| PROBE-GK: Predictive robust estimation using generalized kernels V Peretroukhin, W Vega-Brown, N Roy, J Kelly 2016 IEEE International Conference on Robotics and Automation (ICRA), 817-824, 2016 | 17 | 2016 |
| Optimizing camera perspective for stereo visual odometry V Peretroukhin, J Kelly, TD Barfoot 2014 Canadian Conference on Computer and Robot Vision, 1-7, 2014 | 14 | 2014 |
| Robust Data-Driven Zero-Velocity Detection for Foot-Mounted Inertial Navigation B Wagstaff, V Peretroukhin, J Kelly IEEE Sensors Journal 20 (2), 957-967, 2019 | 6 | 2019 |
| Certifiably globally optimal extrinsic calibration from per-sensor egomotion M Giamou, Z Ma, V Peretroukhin, J Kelly IEEE Robotics and Automation Letters 4 (2), 367-374, 2019 | 6 | 2019 |
| Towards autonomous mobile robots for the exploration of steep terrain B Stenning, L Bajin, C Robson, V Peretroukhin, GR Osinski, TD Barfoot Field and Service Robotics, 33-47, 2015 | 6 | 2015 |
| Inferring sun direction to improve visual odometry: A deep learning approach V Peretroukhin, L Clement, J Kelly The International Journal of Robotics Research 37 (9), 996-1016, 2018 | 5 | 2018 |
| Improving the accuracy of stereo visual odometry using visual illumination estimation L Clement, V Peretroukhin, J Kelly International Symposium on Experimental Robotics, 409-419, 2016 | 5 | 2016 |
| Deep Probabilistic Regression of Elements of SO (3) using Quaternion Averaging and Uncertainty Injection. V Peretroukhin, B Wagstaff, J Kelly CVPR Workshops, 83-86, 2019 | 4 | 2019 |
| Probabilistic regression of rotations using quaternion averaging and a deep multi-headed network V Peretroukhin, B Wagstaff, M Giamou, J Kelly arXiv preprint arXiv:1904.03182, 2019 | 3 | 2019 |
| Self-Supervised Deep Pose Corrections for Robust Visual Odometry B Wagstaff, V Peretroukhin, J Kelly arXiv preprint arXiv:2002.12339, 2020 | 2 | 2020 |
| A Smooth Representation of Belief over SO (3) for Deep Rotation Learning with Uncertainty V Peretroukhin, M Giamou, DM Rosen, WN Greene, N Roy, J Kelly arXiv preprint arXiv:2006.01031, 2020 | 1 | 2020 |
| Get to the point: Active covariance scaling for feature tracking through motion blur V Peretroukhin, L Clement, J Kelly Pan 1, 0, 2015 | 1 | 2015 |
| Learned Improvements to the Visual Egomotion Pipeline V Peretroukhin University of Toronto, 2020 | | 2020 |
| Where Do We Go From Here? Debates on the Future of Robotics Research at ICRA 2019 [From the Field] L Clement, V Peretroukhin, M Giamou, J Leonard, H Kress-Gazit, J How, ... IEEE Robotics & Automation Magazine 26 (3), 7-10, 2019 | | 2019 |
| Sparse Bounded Degree Sum of Squares Optimization for Certifiably Globally Optimal Rotation Averaging M Giamou, F Maric, V Peretroukhin, J Kelly arXiv preprint arXiv:1904.01645, 2019 | | 2019 |
Jonathan KellyUniversity of Toronto Institute for Aerospace StudiesVerified email at utias.utoronto.ca
