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Laurent Kneip
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2020 – today
- 2022
- [j12]Xin Peng, Ling Gao, Yifu Wang, Laurent Kneip:
Globally-Optimal Contrast Maximisation for Event Cameras. IEEE Trans. Pattern Anal. Mach. Intell. 44(7): 3479-3495 (2022) - [i24]Yifu Wang, Wenqing Jiang, Kun Huang, Sören Schwertfeger, Laurent Kneip:
Accurate calibration of multi-perspective cameras from a generalization of the hand-eye constraint. CoRR abs/2202.00886 (2022) - [i23]Yi-Fan Zuo, Jiaqi Yang, Jiaben Chen, Xia Wang, Yifu Wang, Laurent Kneip:
DEVO: Depth-Event Camera Visual Odometry in Challenging Conditions. CoRR abs/2202.02556 (2022) - [i22]Ling Gao, Junyan Su, Jiadi Cui, Xiangchen Zeng, Xin Peng, Laurent Kneip:
Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles. CoRR abs/2203.00291 (2022) - [i21]Ling Gao, Laurent Kneip:
FP-Loc: Lightweight and Drift-free Floor Plan-assisted LiDAR Localization. CoRR abs/2203.00292 (2022) - [i20]Xin Peng, Yifu Wang, Ling Gao, Laurent Kneip:
Globally-Optimal Event Camera Motion Estimation. CoRR abs/2203.03914 (2022) - [i19]Jiaxin Wei, Lige Liu, Ran Cheng, Wenqing Jiang, Minghao Xu, Xinyu Jiang, Tao Sun, Sören Schwertfeger, Laurent Kneip:
Spotlights: Probing Shapes from Spherical Viewpoints. CoRR abs/2205.12564 (2022) - [i18]Xin Peng, Ling Gao, Yifu Wang, Laurent Kneip:
Globally-Optimal Contrast Maximisation for Event Cameras. CoRR abs/2206.05127 (2022) - 2021
- [j11]Lan Hu
, Laurent Kneip
:
Globally Optimal Point Set Registration by Joint Symmetry Plane Fitting. J. Math. Imaging Vis. 63(6): 689-707 (2021) - [j10]Qingwen Xu
, Haofei Kuang
, Laurent Kneip, Sören Schwertfeger
:
Rethinking the Fourier-Mellin Transform: Multiple Depths in the Camera's View. Remote. Sens. 13(5): 1000 (2021) - [c59]Xin Peng, Wanting Xu, Jiaqi Yang, Laurent Kneip:
Continuous Event-Line Constraint for Closed-Form Velocity Initialization. BMVC 2021: 390 - [c58]Yu Chen, Ji Zhao, Laurent Kneip:
Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach. CVPR 2021: 10358-10367 - [c57]Kun Huang, Yifu Wang, Laurent Kneip:
B-splines for Purely Vision-based Localization and Mapping on Non-holonomic Ground Vehicles. ICRA 2021: 5374-5380 - [c56]Kun Li, Zhanpeng Ouyang, Lan Hu, Dayang Hao, Laurent Kneip:
Robust SRIF-based LiDAR-IMU Localization for Autonomous Vehicles. ICRA 2021: 5381-5387 - [c55]Lan Hu, Jiaxin Wei, Zhanpeng Ouyang, Laurent Kneip:
Point Set Registration With Semantic Region Association Using Cascaded Expectation Maximization. ICRA 2021: 11234-11240 - [c54]Li Cui, Chunyan Rong, Jingyi Huang, Andre Rosendo, Laurent Kneip:
Monte-Carlo Localization in Underground Parking Lots using Parking Slot Numbers. IROS 2021: 2267-2274 - [c53]Yi-Fan Zuo, Li Cui, Xin Peng, Yanyu Xu, Shenghua Gao, Xia Wang, Laurent Kneip:
Accurate depth estimation from a hybrid event-RGB stereo setup. IROS 2021: 6833-6840 - [c52]Kun Huang, Yifu Wang, Laurent Kneip:
Dynamic Event Camera Calibration. IROS 2021: 7021-7028 - [i17]Yu Chen, Ji Zhao, Laurent Kneip:
Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach. CoRR abs/2101.09116 (2021) - [i16]Yifu Wang, Jiaqi Yang, Xin Peng, Peng Wu, Ling Gao, Kun Huang, Jiaben Chen, Laurent Kneip:
Visual Odometry with an Event Camera Using Continuous Ray Warping and Volumetric Contrast Maximization. CoRR abs/2107.03011 (2021) - [i15]Kun Huang, Yifu Wang, Laurent Kneip:
Dynamic Event Camera Calibration. CoRR abs/2107.06749 (2021) - [i14]Xin Peng, Wanting Xu, Jiaqi Yang, Laurent Kneip:
Continuous Event-Line Constraint for Closed-Form Velocity Initialization. CoRR abs/2109.04313 (2021) - 2020
- [j9]Peihong Yu
, Cen Wang, Zhirui Wang, Jingyi Yu, Laurent Kneip:
Accurate Line-Based Relative Pose Estimation With Camera Matrices. IEEE Access 8: 88294-88307 (2020) - [j8]Dylan Campbell
, Lars Petersson, Laurent Kneip
, Hongdong Li
:
Globally-Optimal Inlier Set Maximisation for Camera Pose and Correspondence Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 42(2): 328-342 (2020) - [j7]Ji Zhao
, Laurent Kneip
, Yijia He
, Jiayi Ma
:
Minimal Case Relative Pose Computation Using Ray-Point-Ray Features. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1176-1190 (2020) - [j6]Yuchen Cao
, Lan Hu
, Laurent Kneip
:
Representations and Benchmarking of Modern Visual SLAM Systems. Sensors 20(9): 2572 (2020) - [j5]Manolis C. Tsakiris
, Liangzu Peng, Aldo Conca
, Laurent Kneip
, Yuanming Shi
, Hayoung Choi
:
An Algebraic-Geometric Approach for Linear Regression Without Correspondences. IEEE Trans. Inf. Theory 66(8): 5130-5144 (2020) - [c51]Tianjiao Ding, Yunchen Yang, Zhihui Zhu, Daniel P. Robinson, René Vidal, Laurent Kneip, Manolis C. Tsakiris:
Robust Homography Estimation via Dual Principal Component Pursuit. CVPR 2020: 6079-6088 - [c50]Ji Zhao, Wanting Xu, Laurent Kneip:
A Certifiably Globally Optimal Solution to Generalized Essential Matrix Estimation. CVPR 2020: 12031-12040 - [c49]Xin Peng, Yifu Wang, Ling Gao, Laurent Kneip:
Globally-Optimal Event Camera Motion Estimation. ECCV (26) 2020: 51-67 - [c48]Yifu Wang, Kun Huang, Xin Peng, Hongdong Li, Laurent Kneip:
Reliable frame-to-frame motion estimation for vehicle-mounted surround-view camera systems. ICRA 2020: 1660-1666 - [c47]Ling Gao, Junyan Su
, Jiadi Cui, Xiangchen Zeng, Xin Peng, Laurent Kneip:
Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles. ICRA 2020: 2696-2702 - [c46]Zhanpeng Ouyang, Lan Hu, Yukan Lu, Zhirui Wang, Xin Peng, Laurent Kneip:
Online calibration of exterior orientations of a vehicle-mounted surround-view camera system. ICRA 2020: 4990-4996 - [c45]Jianxiong Cai, Jiawei Hou, Yiren Lu, Hongyu Chen, Laurent Kneip, Sören Schwertfeger:
Improving CNN-based Planar Object Detection with Geometric Prior Knowledge. SSRR 2020: 387-393 - [i13]Lan Hu, Haomin Shi, Laurent Kneip:
Globally optimal point set registration by joint symmetry plane fitting. CoRR abs/2002.07988 (2020) - [i12]Yi Zhou, Hongdong Li, Laurent Kneip:
Canny-VO: Visual Odometry with RGB-D Cameras based on Geometric 3D-2D Edge Alignment. CoRR abs/2012.08228 (2020)
2010 – 2019
- 2019
- [j4]Yi Zhou
, Hongdong Li, Laurent Kneip
:
Canny-VO: Visual Odometry With RGB-D Cameras Based on Geometric 3-D-2-D Edge Alignment. IEEE Trans. Robotics 35(1): 184-199 (2019) - [c44]Wanting Xu, Lan Hu, Manolis C. Tsakiris, Laurent Kneip:
Online Stability Improvement of Gröbner Basis Solvers using Deep Learning. 3DV 2019: 544-552 - [c43]Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li, Stephen Gould:
The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation. CVPR 2019: 11796-11806 - [c42]Kun Huang, Yifu Wang, Laurent Kneip:
Motion Estimation of Non-Holonomic Ground Vehicles From a Single Feature Correspondence Measured Over N Views. CVPR 2019: 12706-12715 - [c41]Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi
, Laurent Kneip, Yuanming Shi:
Algebraically-initialized Expectation Maximization for Header-free Communication. ICASSP 2019: 5182-5186 - [c40]Xin Peng, Jiadi Cui, Laurent Kneip:
Articulated Multi-Perspective Cameras and Their Application to Truck Motion Estimation. IROS 2019: 2052-2059 - [i11]Lan Hu, Wanting Xu, Kun Huang, Laurent Kneip:
Deep-SLAM++: Object-level RGBD SLAM based on class-specific deep shape priors. CoRR abs/1907.09691 (2019) - [i10]Jianxiong Cai, Hongyu Chen, Laurent Kneip, Sören Schwertfeger:
Improving CNN-based Planar Object Detection with Geometric Prior Knowledge. CoRR abs/1909.10245 (2019) - 2018
- [c39]Jesus Briales, Laurent Kneip, Javier González Jiménez:
A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem. CVPR 2018: 145-154 - [c38]Yi Zhou, Guillermo Gallego
, Henri Rebecq, Laurent Kneip, Hongdong Li, Davide Scaramuzza:
Semi-dense 3D Reconstruction with a Stereo Event Camera. ECCV (1) 2018: 242-258 - [i9]Yi Zhou, Guillermo Gallego, Henri Rebecq, Laurent Kneip, Hongdong Li, Davide Scaramuzza:
Semi-Dense 3D Reconstruction with a Stereo Event Camera. CoRR abs/1807.07429 (2018) - [i8]Lan Hu, Yuchen Cao, Peng Wu, Laurent Kneip:
Dense Object Reconstruction from RGBD Images with Embedded Deep Shape Representations. CoRR abs/1810.04891 (2018) - [i7]Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi:
An Algebraic-Geometric Approach to Shuffled Linear Regression. CoRR abs/1810.05440 (2018) - [i6]Zhirui Wang, Laurent Kneip:
Fully automatic structure from motion with a spline-based environment representation. CoRR abs/1810.12532 (2018) - [i5]Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li, Stephen Gould:
The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation. CoRR abs/1812.01232 (2018) - 2017
- [c37]Dylan Campbell
, Lars Petersson, Laurent Kneip, Hongdong Li:
Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence. ICCV 2017: 1-10 - [c36]Yi Zhou, Laurent Kneip, Hongdong Li:
Semi-dense visual odometry for RGB-D cameras using approximate nearest neighbour fields. ICRA 2017: 6261-6268 - [c35]Zhirui Wang, Laurent Kneip:
Towards Space Carving with a Hand-Held Camera. ICVS 2017: 47-61 - [c34]Yifu Wang, Laurent Kneip:
On Scale Initialization in Non-overlapping Multi-perspective Visual Odometry. ICVS 2017: 144-157 - [c33]Milad Ramezani, Kourosh Khoshelham
, Laurent Kneip:
Omnidirectional visual-inertial odometry using multi-state constraint Kalman filter. IROS 2017: 1317-1323 - [i4]Yi Zhou, Laurent Kneip, Hongdong Li:
Semi-Dense Visual Odometry for RGB-D Cameras Using Approximate Nearest Neighbour Fields. CoRR abs/1702.02512 (2017) - [i3]Dylan Campbell, Lars Petersson, Laurent Kneip, Hongdong Li:
Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence. CoRR abs/1709.09384 (2017) - 2016
- [c32]Yi Zhou, Laurent Kneip, Cristian Rodriguez Opazo, Hongdong Li:
Divide and Conquer: Efficient Density-Based Tracking of 3D Sensors in Manhattan Worlds. ACCV (5) 2016: 3-19 - [c31]Yinqiang Zheng, Laurent Kneip:
A Direct Least-Squares Solution to the PnP Problem with Unknown Focal Length. CVPR 2016: 1790-1798 - [c30]Yuchao Dai, Hongdong Li, Laurent Kneip:
Rolling Shutter Camera Relative Pose: Generalized Epipolar Geometry. CVPR 2016: 4132-4140 - [c29]Gucan Long, Laurent Kneip, Jose M. Alvarez, Hongdong Li, Xiaohu Zhang, Qifeng Yu:
Learning Image Matching by Simply Watching Video. ECCV (6) 2016: 434-450 - [c28]Haoyang Zhang, Xuming He, Fatih Porikli, Laurent Kneip:
Semantic context and depth-aware object proposal generation. ICIP 2016: 1-5 - [c27]Shahin Rahmatollahi Namin, Jose M. Alvarez, Laurent Kneip, Lars Petersson:
Latent structural SVM with marginal probabilities for weakly labeled structured learning. ICIP 2016: 3733-3737 - [c26]Yi Zhou, Laurent Kneip, Hongdong Li:
Real-time rotation estimation for dense depth sensors in piece-wise planar environments. IROS 2016: 2271-2278 - [c25]Laurent Kneip, Chris Sweeney, Richard Hartley:
The generalized relative pose and scale problem: View-graph fusion via 2D-2D registration. WACV 2016: 1-9 - [i2]Gucan Long, Laurent Kneip, Jose M. Alvarez, Hongdong Li:
Learning Image Matching by Simply Watching Video. CoRR abs/1603.06041 (2016) - [i1]Yuchao Dai, Hongdong Li, Laurent Kneip:
Rolling Shutter Camera Relative Pose: Generalized Epipolar Geometry. CoRR abs/1605.00475 (2016) - 2015
- [c24]Laurent Kneip, Zhou Yi, Hongdong Li:
SDICP: Semi-Dense Tracking based on Iterative Closest Points. BMVC 2015: 100.1-100.12 - [c23]Gucan Long, Laurent Kneip
, Xin Li, Xiaohu Zhang, Qifeng Yu:
Simplified mirror-based camera pose computation via rotation averaging. CVPR 2015: 1247-1255 - [c22]Chris Sweeney, Laurent Kneip
, Tobias Höllerer, Matthew A. Turk:
Computing similarity transformations from only image correspondences. CVPR 2015: 3305-3313 - [c21]Yi Zhou, Laurent Kneip, Hongdong Li:
A Revisit of Methods for Determining the Fundamental Matrix with Planes. DICTA 2015: 1-7 - 2014
- [j3]Davide Scaramuzza, Michael Achtelik, Lefteris Doitsidis
, Friedrich Fraundorfer, Elias B. Kosmatopoulos, Agostino Martinelli, Markus W. Achtelik, Margarita Chli
, Savvas A. Chatzichristofis
, Laurent Kneip
, Daniel Gurdan, Lionel Heng, Gim Hee Lee, Simon Lynen, Marc Pollefeys, Alessandro Renzaglia, Roland Siegwart
, Jan Carsten Stumpf, Petri Tanskanen, Chiara Troiani, Stephan Weiss, Lorenz Meier:
Vision-Controlled Micro Flying Robots: From System Design to Autonomous Navigation and Mapping in GPS-Denied Environments. IEEE Robotics Autom. Mag. 21(3): 26-40 (2014) - [c20]Laurent Kneip
, Hongdong Li:
Efficient Computation of Relative Pose for Multi-camera Systems. CVPR 2014: 446-453 - [c19]Laurent Kneip
, Hongdong Li, Yongduek Seo
:
UPnP: An Optimal O(n) Solution to the Absolute Pose Problem with Universal Applicability. ECCV (1) 2014: 127-142 - [c18]Laurent Kneip
, Paul Timothy Furgale:
OpenGV: A unified and generalized approach to real-time calibrated geometric vision. ICRA 2014: 1-8 - 2013
- [j2]Stephan Weiss, Markus Achtelik, Simon Lynen, Michael Achtelik, Laurent Kneip
, Margarita Chli
, Roland Siegwart
:
Monocular Vision for Long-term Micro Aerial Vehicle State Estimation: A Compendium. J. Field Robotics 30(5): 803-831 (2013) - [c17]Luc Oth, Paul Timothy Furgale, Laurent Kneip
, Roland Siegwart
:
Rolling Shutter Camera Calibration. CVPR 2013: 1360-1367 - [c16]Laurent Kneip
, Simon Lynen:
Direct Optimization of Frame-to-Frame Rotation. ICCV 2013: 2352-2359 - [c15]Laurent Kneip
, Paul Timothy Furgale, Roland Siegwart
:
Using multi-camera systems in robotics: Efficient solutions to the NPnP problem. ICRA 2013: 3770-3776 - [c14]Christian Forster, Simon Lynen, Laurent Kneip
, Davide Scaramuzza:
Collaborative monocular SLAM with multiple Micro Aerial Vehicles. IROS 2013: 3962-3970 - 2012
- [c13]Tim Kazik, Laurent Kneip
, Janosch Nikolic, Marc Pollefeys, Roland Siegwart
:
Real-time 6D stereo Visual Odometry with non-overlapping fields of view. CVPR 2012: 1529-1536 - [c12]Laurent Kneip
, Roland Siegwart
, Marc Pollefeys:
Finding the Exact Rotation between Two Images Independently of the Translation. ECCV (6) 2012: 696-709 - [c11]Markus Achtelik, Michael Achtelik, Yorick Brunet, Margarita Chli
, Savvas A. Chatzichristofis
, Jean-Dominique Decotignie, Klaus-Michael Doth, Friedrich Fraundorfer
, Laurent Kneip
, Daniel Gurdan, Lionel Heng, Elias B. Kosmatopoulos, Lefteris Doitsidis
, Gim Hee Lee, Simon Lynen, Agostino Martinelli, Lorenz Meier, Marc Pollefeys, Damien Piguet, Alessandro Renzaglia, Davide Scaramuzza, Roland Siegwart
, Jan Stumpf, Petri Tanskanen, Chiara Troiani, Stephan Weiss:
SFly: Swarm of micro flying robots. IROS 2012: 2649-2650 - [c10]Markus Achtelik, Simon Lynen, Stephan Weiss, Laurent Kneip
, Margarita Chli
, Roland Siegwart
:
Visual-inertial SLAM for a small helicopter in large outdoor environments. IROS 2012: 2651-2652 - 2011
- [j1]Stephan Weiss, Markus Achtelik, Laurent Kneip
, Davide Scaramuzza, Roland Siegwart
:
Intuitive 3D Maps for MAV Terrain Exploration and Obstacle Avoidance. J. Intell. Robotic Syst. 61(1-4): 473-493 (2011) - [c9]Laurent Kneip, Margarita Chli
, Roland Siegwart:
Robust Real-Time Visual Odometry with a Single Camera and an IMU. BMVC 2011: 1-11 - [c8]Laurent Kneip
, Davide Scaramuzza, Roland Siegwart
:
A novel parametrization of the perspective-three-point problem for a direct computation of absolute camera position and orientation. CVPR 2011: 2969-2976 - [c7]Laurent Kneip
, Agostino Martinelli, Stephan Weiss, Davide Scaramuzza, Roland Siegwart
:
Closed-form solution for absolute scale velocity determination combining inertial measurements and a single feature correspondence. ICRA 2011: 4546-4553 - [c6]Andreas Breitenmoser, Laurent Kneip, Roland Siegwart:
A monocular vision-based system for 6D relative robot localization. IROS 2011: 79-85 - [c5]Laurent Kneip, Stephan Weiss, Roland Siegwart:
Deterministic initialization of metric state estimation filters for loosely-coupled monocular vision-inertial systems. IROS 2011: 2235-2241 - [c4]Rainer Voigt, Janosch Nikolic, Christoph Hürzeler, Stephan Weiss, Laurent Kneip, Roland Siegwart:
Robust embedded egomotion estimation. IROS 2011: 2694-2699 - 2010
- [c3]Laurent Kneip
, Davide Scaramuzza, Roland Siegwart
:
On the initialization of statistical optimum filters with application to motion estimation. IROS 2010: 1500-1506 - [c2]Frédéric Bourgeois, Laurent Kneip
, Stephan Weiss, Roland Siegwart
:
Delay and Dropout Tolerant State Estimation for MAVs. ISER 2010: 571-584
2000 – 2009
- 2009
- [c1]Laurent Kneip
, Fabien Tâche, Gilles Caprari, Roland Siegwart
:
Characterization of the compact Hokuyo URG-04LX 2D laser range scanner. ICRA 2009: 1447-1454
Coauthor Index

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