Laurent Kneip

Orcid: 0000-0001-6727-6608

According to our database1, Laurent Kneip authored at least 106 papers between 2009 and 2024.

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Bibliography

2024
Cross-Modal Semidense 6-DOF Tracking of an Event Camera in Challenging Conditions.
IEEE Trans. Robotics, 2024

Tight Fusion of Events and Inertial Measurements for Direct Velocity Estimation.
IEEE Trans. Robotics, 2024

Six-Point Method for Multi-Camera Systems with Reduced Solution Space.
CoRR, 2024

Event-Based Visual Odometry on Non-Holonomic Ground Vehicles.
CoRR, 2024

Online Stability Improvement of Groebner Basis Solvers using Deep Learning.
CoRR, 2024

Relative Pose for Nonrigid Multi-Perspective Cameras: The Static Case.
CoRR, 2024

Cross-Modal Semi-Dense 6-DoF Tracking of an Event Camera in Challenging Conditions.
CoRR, 2024

2023
APnP: A Less-constrained PnP Solver for Pose Estimation with Unknown Anisotropic Scaling or Focal Lengths.
CoRR, 2023

RGB-based Category-level Object Pose Estimation via Decoupled Metric Scale Recovery.
CoRR, 2023

MV-ROPE: Multi-view Constraints for Robust Category-level Object Pose and Size Estimation.
CoRR, 2023

Cross-modal Place Recognition in Image Databases using Event-based Sensors.
CoRR, 2023

Accelerating Globally Optimal Consensus Maximization in Geometric Vision.
CoRR, 2023

Scale Jump-Aware Pose Graph Relaxation for Monocular SLAM with Re-Initializations.
IROS, 2023

Revisiting Event-Based Video Frame Interpolation.
IROS, 2023

Multi-embodiment Legged Robot Control as a Sequence Modeling Problem.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

A 5-Point Minimal Solver for Event Camera Relative Motion Estimation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Visual Odometry with an Event Camera Using Continuous Ray Warping and Volumetric Contrast Maximization.
Sensors, 2022

VECtor: A Versatile Event-Centric Benchmark for Multi-Sensor SLAM.
IEEE Robotics Autom. Lett., 2022

Globally-Optimal Contrast Maximisation for Event Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Fast geometric trim fitting using partial incremental sorting and accumulation.
CoRR, 2022

Incremental Semantic Localization using Hierarchical Clustering of Object Association Sets.
CoRR, 2022

Multical: Spatiotemporal Calibration for Multiple IMUs, Cameras and LiDARs.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Accurate Instance-Level CAD Model Retrieval in a Large-Scale Database.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

DEVO: Depth-Event Camera Visual Odometry in Challenging Conditions.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Accurate Calibration of Multi-Perspective Cameras from a Generalization of the Hand-Eye Constraint.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

FP-Loc: Lightweight and Drift-free Floor Plan-assisted LiDAR Localization.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Spotlights: Probing Shapes from Spherical Viewpoints.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Rethinking the Fourier-Mellin Transform: Multiple Depths in the Camera's View.
Remote. Sens., 2021

Globally Optimal Point Set Registration by Joint Symmetry Plane Fitting.
J. Math. Imaging Vis., 2021

Accurate depth estimation from a hybrid event-RGB stereo setup.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Dynamic Event Camera Calibration.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Monte-Carlo Localization in Underground Parking Lots using Parking Slot Numbers.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Robust SRIF-based LiDAR-IMU Localization for Autonomous Vehicles.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

B-splines for Purely Vision-based Localization and Mapping on Non-holonomic Ground Vehicles.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Point Set Registration With Semantic Region Association Using Cascaded Expectation Maximization.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Continuous Event-Line Constraint for Closed-Form Velocity Initialization.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
An Algebraic-Geometric Approach for Linear Regression Without Correspondences.
IEEE Trans. Inf. Theory, 2020

Representations and Benchmarking of Modern Visual SLAM Systems.
Sensors, 2020

Minimal Case Relative Pose Computation Using Ray-Point-Ray Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Globally-Optimal Inlier Set Maximisation for Camera Pose and Correspondence Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Canny-VO: Visual Odometry with RGB-D Cameras based on Geometric 3D-2D Edge Alignment.
CoRR, 2020

Globally optimal point set registration by joint symmetry plane fitting.
CoRR, 2020

Accurate Line-Based Relative Pose Estimation With Camera Matrices.
IEEE Access, 2020

Improving CNN-based Planar Object Detection with Geometric Prior Knowledge.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2020

Reliable frame-to-frame motion estimation for vehicle-mounted surround-view camera systems.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Online calibration of exterior orientations of a vehicle-mounted surround-view camera system.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Globally-Optimal Event Camera Motion Estimation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Robust Homography Estimation via Dual Principal Component Pursuit.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Certifiably Globally Optimal Solution to Generalized Essential Matrix Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Canny-VO: Visual Odometry With RGB-D Cameras Based on Geometric 3-D-2-D Edge Alignment.
IEEE Trans. Robotics, 2019

Improving CNN-based Planar Object Detection with Geometric Prior Knowledge.
CoRR, 2019

Deep-SLAM++: Object-level RGBD SLAM based on class-specific deep shape priors.
CoRR, 2019

Articulated Multi-Perspective Cameras and Their Application to Truck Motion Estimation.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Algebraically-initialized Expectation Maximization for Header-free Communication.
Proceedings of the IEEE International Conference on Acoustics, 2019

Motion Estimation of Non-Holonomic Ground Vehicles From a Single Feature Correspondence Measured Over N Views.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Online Stability Improvement of Gröbner Basis Solvers using Deep Learning.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
Fully automatic structure from motion with a spline-based environment representation.
CoRR, 2018

An Algebraic-Geometric Approach to Shuffled Linear Regression.
CoRR, 2018

Dense Object Reconstruction from RGBD Images with Embedded Deep Shape Representations.
CoRR, 2018

Semi-dense 3D Reconstruction with a Stereo Event Camera.
Proceedings of the Computer Vision - ECCV 2018, 2018

A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Omnidirectional visual-inertial odometry using multi-state constraint Kalman filter.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

On Scale Initialization in Non-overlapping Multi-perspective Visual Odometry.
Proceedings of the Computer Vision Systems - 11th International Conference, 2017

Towards Space Carving with a Hand-Held Camera.
Proceedings of the Computer Vision Systems - 11th International Conference, 2017

Semi-dense visual odometry for RGB-D cameras using approximate nearest neighbour fields.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Globally-Optimal Inlier Set Maximisation for Simultaneous Camera Pose and Feature Correspondence.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Learning Image Matching by Simply Watching Video.
CoRR, 2016

The generalized relative pose and scale problem: View-graph fusion via 2D-2D registration.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Real-time rotation estimation for dense depth sensors in piece-wise planar environments.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Semantic context and depth-aware object proposal generation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Latent structural SVM with marginal probabilities for weakly labeled structured learning.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Learning Image Matching by Simply Watching Video.
Proceedings of the Computer Vision - ECCV 2016, 2016

A Direct Least-Squares Solution to the PnP Problem with Unknown Focal Length.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Rolling Shutter Camera Relative Pose: Generalized Epipolar Geometry.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Divide and Conquer: Efficient Density-Based Tracking of 3D Sensors in Manhattan Worlds.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
A Revisit of Methods for Determining the Fundamental Matrix with Planes.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Computing similarity transformations from only image correspondences.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Simplified mirror-based camera pose computation via rotation averaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

SDICP: Semi-Dense Tracking based on Iterative Closest Points.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Vision-Controlled Micro Flying Robots: From System Design to Autonomous Navigation and Mapping in GPS-Denied Environments.
IEEE Robotics Autom. Mag., 2014

OpenGV: A unified and generalized approach to real-time calibrated geometric vision.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

UPnP: An Optimal O(n) Solution to the Absolute Pose Problem with Universal Applicability.
Proceedings of the Computer Vision - ECCV 2014, 2014

Efficient Computation of Relative Pose for Multi-camera Systems.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Monocular Vision for Long-term Micro Aerial Vehicle State Estimation: A Compendium.
J. Field Robotics, 2013

Collaborative monocular SLAM with multiple Micro Aerial Vehicles.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Using multi-camera systems in robotics: Efficient solutions to the NPnP problem.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Direct Optimization of Frame-to-Frame Rotation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Rolling Shutter Camera Calibration.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Real-time scalable structure from motion: from fundamental geometric vision to collaborative mapping.
PhD thesis, 2012

Visual-inertial SLAM for a small helicopter in large outdoor environments.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012


Finding the Exact Rotation between Two Images Independently of the Translation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Real-time 6D stereo Visual Odometry with non-overlapping fields of view.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Intuitive 3D Maps for MAV Terrain Exploration and Obstacle Avoidance.
J. Intell. Robotic Syst., 2011

Robust embedded egomotion estimation.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Deterministic initialization of metric state estimation filters for loosely-coupled monocular vision-inertial systems.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

A monocular vision-based system for 6D relative robot localization.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Closed-form solution for absolute scale velocity determination combining inertial measurements and a single feature correspondence.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

A novel parametrization of the perspective-three-point problem for a direct computation of absolute camera position and orientation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Robust Real-Time Visual Odometry with a Single Camera and an IMU.
Proceedings of the British Machine Vision Conference, 2011

2010
Delay and Dropout Tolerant State Estimation for MAVs.
Proceedings of the Experimental Robotics, 2010

On the initialization of statistical optimum filters with application to motion estimation.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

2009
Characterization of the compact Hokuyo URG-04LX 2D laser range scanner.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009


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