Davide Scaramuzza
Orcid: 0000-0002-3831-6778Affiliations:
- ETH Zurich / University of Zurich, Department of Neuroinformatics, Switzerland
According to our database1,
Davide Scaramuzza
authored at least 321 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Hilti SLAM Challenge 2023: Benchmarking Single + Multi-Session SLAM Across Sensor Constellations in Construction.
IEEE Robotics Autom. Lett., August, 2024
IEEE Trans. Image Process., 2024
IEEE Trans. Pattern Anal. Mach. Intell., 2024
CoRR, 2024
Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation.
CoRR, 2024
Agile Robotics: Optimal Control, Reinforcement Learning, and Differentiable Simulation.
CoRR, 2024
CoRR, 2024
Robotics meets Fluid Dynamics: A Characterization of the Induced Airflow around a Quadrotor.
CoRR, 2024
CoRR, 2024
AERIAL-CORE: AI-Powered Aerial Robots for Inspection and Maintenance of Electrical Power Infrastructures.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Contrastive Learning for Enhancing Robust Scene Transfer in Vision-based Agile Flight.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Reaching the limit in autonomous racing: Optimal control versus reinforcement learning.
Sci. Robotics, September, 2023
IEEE Robotics Autom. Lett., May, 2023
Real-Time Neural MPC: Deep Learning Model Predictive Control for Quadrotors and Agile Robotic Platforms.
IEEE Robotics Autom. Lett., April, 2023
IEEE Robotics Autom. Lett., March, 2023
Hilti-Oxford Dataset: A Millimeter-Accurate Benchmark for Simultaneous Localization and Mapping.
IEEE Robotics Autom. Lett., 2023
CoRR, 2023
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023
IROS, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
A Comparative Study of Nonlinear MPC and Differential-Flatness-Based Control for Quadrotor Agile Flight.
IEEE Trans. Robotics, 2022
IEEE Trans. Robotics, 2022
IEEE Trans. Robotics, 2022
Sci. Robotics, 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
CoRR, 2022
Hilti-Oxford Dataset: A Millimetre-Accurate Benchmark for Simultaneous Localization and Mapping.
CoRR, 2022
Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion.
CoRR, 2022
Neural-MPC: Deep Learning Model Predictive Control for Quadrotors and Agile Robotic Platforms.
CoRR, 2022
CoRR, 2022
Proceedings of the Robotics Research, 2022
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Time Lens++: Event-based Frame Interpolation with Parametric Nonlinear Flow and Multi-scale Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Code and Dataset for the paper "Learning High-Speed Flight in the Wild" (Science Robotics, 2021).
Dataset, October, 2021
Autonomous Quadrotor Flight Despite Rotor Failure With Onboard Vision Sensors: Frames vs. Events.
IEEE Robotics Autom. Lett., 2021
IEEE Robotics Autom. Lett., 2021
Combining Events and Frames Using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction.
IEEE Robotics Autom. Lett., 2021
IEEE Robotics Autom. Lett., 2021
IEEE Robotics Autom. Lett., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Reference Pose Generation for Long-term Visual Localization via Learned Features and View Synthesis.
Int. J. Comput. Vis., 2021
CoRR, 2021
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Proceedings of the International Conference on 3D Vision, 2021
Proceedings of the International Conference on 3D Vision, 2021
Proceedings of the International Conference on 3D Vision, 2021
2020
IEEE Trans. Robotics, 2020
IEEE Robotics Autom. Lett., 2020
IEEE Robotics Autom. Lett., 2020
Special issue on future challenges and opportunities in vision-based drone navigation.
J. Field Robotics, 2020
Correction to: EKLT: Asynchronous Photometric Feature Tracking Using Events and Frames.
Int. J. Comput. Vis., 2020
Int. J. Comput. Vis., 2020
Fisher Information Field: an Efficient and Differentiable Map for Perception-aware Planning.
CoRR, 2020
CoRR, 2020
Reference Pose Generation for Visual Localization via Learned Features and View Synthesis.
CoRR, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Tightly-coupled Fusion of Global Positional Measurements in Optimization-based Visual-Inertial Odometry.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 4th Conference on Robot Learning, 2020
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
IEEE Trans. Robotics, 2019
IEEE Robotics Autom. Lett., 2019
IEEE Robotics Autom. Lett., 2019
IEEE Robotics Autom. Lett., 2019
Intell. Serv. Robotics, 2019
IEEE Internet Things J., 2019
Rethinking Trajectory Evaluation for SLAM: a Probabilistic, Continuous-Time Approach.
CoRR, 2019
CoRR, 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019
Proceedings of the Robotics Research, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Event-based, Direct Camera Tracking from a Photometric 3D Map using Nonlinear Optimization.
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
Proceedings of the 2019 International Conference on 3D Vision, 2019
2018
IEEE Trans. Robotics, 2018
On the Comparison of Gauge Freedom Handling in Optimization-Based Visual-Inertial State Estimation.
IEEE Robotics Autom. Lett., 2018
Ultimate SLAM? Combining Events, Images, and IMU for Robust Visual SLAM in HDR and High-Speed Scenarios.
IEEE Robotics Autom. Lett., 2018
Computing the Forward Reachable Set for a Multirotor Under First-Order Aerodynamic Effects.
IEEE Robotics Autom. Lett., 2018
Differential Flatness of Quadrotor Dynamics Subject to Rotor Drag for Accurate Tracking of High-Speed Trajectories.
IEEE Robotics Autom. Lett., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
J. Field Robotics, 2018
J. Field Robotics, 2018
EMVS: Event-Based Multi-View Stereo - 3D Reconstruction with an Event Camera in Real-Time.
Int. J. Comput. Vis., 2018
CoRR, 2018
A comparison of volumetric information gain metrics for active 3D object reconstruction.
Auton. Robots, 2018
Proceedings of the Robotics: Science and Systems XIV, 2018
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Learning-Based Image Enhancement for Visual Odometry in Challenging HDR Environments.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
A Benchmark Comparison of Monocular Visual-Inertial Odometry Algorithms for Flying Robots.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2nd Annual Conference on Robot Learning, 2018
Proceedings of the 2nd Annual Conference on Robot Learning, 2018
2017
IEEE Trans. Robotics, 2017
IEEE Trans. Robotics, 2017
EVO: A Geometric Approach to Event-Based 6-DOF Parallel Tracking and Mapping in Real Time.
IEEE Robotics Autom. Lett., 2017
IEEE Robotics Autom. Lett., 2017
Simultaneous State Initialization and Gyroscope Bias Calibration in Visual Inertial Aided Navigation.
IEEE Robotics Autom. Lett., 2017
IEEE Robotics Autom. Lett., 2017
Thrust Mixing, Saturation, and Body-Rate Control for Accurate Aggressive Quadrotor Flight.
IEEE Robotics Autom. Lett., 2017
IEEE Robotics Autom. Lett., 2017
IEEE Robotics Autom. Lett., 2017
The event-camera dataset and simulator: Event-based data for pose estimation, visual odometry, and SLAM.
Int. J. Robotics Res., 2017
Hybrid, Frame and Event based Visual Inertial Odometry for Robust, Autonomous Navigation of Quadrotors.
CoRR, 2017
CoRR, 2017
Proceedings of the IEEE International Symposium on Safety, Security and Rescue Robotics, 2017
Fast Trajectory Optimization for Agile Quadrotor Maneuvers with a Cable-Suspended Payload.
Proceedings of the Robotics: Science and Systems XIII, 2017
Proceedings of the 2017 International Symposium on Multi-Robot and Multi-Agent Systems (MRS), 2017
Rapid exploration with multi-rotors: A frontier selection method for high speed flight.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Dynamic collaboration without communication: Vision-based cable-suspended load transport with two quadrotors.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Aggressive quadrotor flight through narrow gaps with onboard sensing and computing using active vision.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Proceedings of the 18th International Conference on Advanced Robotics, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
Real-time Visual-Inertial Odometry for Event Cameras using Keyframe-based Nonlinear Optimization.
Proceedings of the British Machine Vision Conference 2017, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
2016
IEEE Trans. Robotics, 2016
Past, Present, and Future of Simultaneous Localization and Mapping: Toward the Robust-Perception Age.
IEEE Trans. Robotics, 2016
IEEE Robotics Autom. Lett., 2016
Autonomous, Vision-based Flight and Live Dense 3D Mapping with a Quadrotor Micro Aerial Vehicle.
J. Field Robotics, 2016
CoRR, 2016
Simultaneous Localization And Mapping: Present, Future, and the Robust-Perception Age.
CoRR, 2016
Proceedings of the 2016 IEEE International Symposium on Safety, 2016
"On-the-Spot Training" for Terrain Classification in Autonomous Air-Ground Collaborative Teams.
Proceedings of the International Symposium on Experimental Robotics, 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Feature detection and tracking with the dynamic and active-pixel vision sensor (DAVIS).
Proceedings of the Second International Conference on Event-based Control, 2016
Proceedings of the Second International Conference on Event-based Control, 2016
Proceedings of the British Machine Vision Conference 2016, 2016
2015
Low computational-complexity algorithms for vision-aided inertial navigation of micro aerial vehicles.
Robotics Auton. Syst., 2015
Air-ground Matching: Appearance-based GPS-denied Urban Localization of Micro Aerial Vehicles.
J. Field Robotics, 2015
Nonlinear ego-motion estimation from optical flow for online control of a quadrotor UAV.
Int. J. Robotics Res., 2015
CoRR, 2015
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015
IMU Preintegration on Manifold for Efficient Visual-Inertial Maximum-a-Posteriori Estimation.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015
Proceedings of the Robotics Research, 2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Continuous on-board monocular-vision-based elevation mapping applied to autonomous landing of micro aerial vehicles.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Automatic re-initialization and failure recovery for aggressive flight with a monocular vision-based quadrotor.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Proceedings of the 36th Annual Conference of the European Association for Computer Graphics, 2015
Proceedings of the 2015 European Conference on Mobile Robots, 2015
2014
Vision-Controlled Micro Flying Robots: From System Design to Autonomous Navigation and Mapping in GPS-Denied Environments.
IEEE Robotics Autom. Mag., 2014
Proceedings of the 2014 IEEE International Symposium on Safety, 2014
Proceedings of the Robotics: Science and Systems X, 2014
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014
2-Point-based outlier rejection for camera-IMU systems with applications to micro aerial vehicles.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Monocular simultaneous multi-body motion segmentation and reconstruction from perspective views.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Micro air vehicle localization and position tracking from textured 3D cadastral models.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Low-latency localization by active LED markers tracking using a dynamic vision sensor.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013
1-Point-based monocular motion estimation for computationally-limited micro aerial vehicles.
Proceedings of the 2013 European Conference on Mobile Robots, 2013
2012
Optimal surveillance coverage for teams of micro aerial vehicles in GPS-denied environments using onboard vision.
Auton. Robots, 2012
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012
Proceedings of the IEEE International Conference on Robotics and Automation, 2012
2011
J. Intell. Robotic Syst., 2011
J. Intell. Robotic Syst., 2011
J. Intell. Robotic Syst., 2011
Monocular-SLAM-based navigation for autonomous micro helicopters in GPS-denied environments.
J. Field Robotics, 2011
1-Point-RANSAC Structure from Motion for Vehicle-Mounted Cameras by Exploiting Non-holonomic Constraints.
Int. J. Comput. Vis., 2011
Exploiting motion priors in visual odometry for vehicle-mounted cameras with non-holonomic constraints.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011
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
Introduction to Autonomous Mobile Robots, Second Edition.
Intelligent robotics and autonomous agents, MIT Press, ISBN: 978-0-262-01535-6, 2011
2010
Closing the loop in appearance-guided omnidirectional visual odometry by using vocabulary trees.
Robotics Auton. Syst., 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
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Improved appearance-based matching in similar and dynamic environments using a Vocabulary tree.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
A constricted bundle adjustment parameterization for relative scale estimation in visual odometry.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
Proceedings of the Dynamic Maps, 12.09. - 17.09.2010, 2010
2009
A Robust Descriptor for Tracking Vertical Lines in Omnidirectional Images and Its Use in Mobile Robotics.
Int. J. Robotics Res., 2009
Scene recognition with omnidirectional vision for topological map using lightweight adaptive descriptors.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
Absolute scale in structure from motion from a single vehicle mounted camera by exploiting nonholonomic constraints.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
2008
Appearance-Guided Monocular Omnidirectional Visual Odometry for Outdoor Ground Vehicles.
IEEE Trans. Robotics, 2008
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008
Proceedings of the Computer Vision Systems, 6th International Conference, 2008
Proceedings of the Computer Vision Systems, 6th International Conference, 2008
2007
Extrinsic self calibration of a camera and a 3D laser range finder from natural scenes.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007
Proceedings of the Field and Service Robotics, Results of the 6th International Conference, 2007
2006
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006
A Flexible Technique for Accurate Omnidirectional Camera Calibration and Structure from Motion.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006
2005
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005