Stephan Weiss

Orcid: 0000-0001-6906-5409

Affiliations:
  • Alpen-Adria-Universität, Klagenfurt, Austria
  • California Institute of Technology, CA, USA (former)
  • ETH Zurich, Zurich, Switzerland (former)


According to our database1, Stephan Weiss authored at least 87 papers between 2008 and 2024.

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Bibliography

2024
MSCEqF: A Multi State Constraint Equivariant Filter for Vision-Aided Inertial Navigation.
IEEE Robotics Autom. Lett., January, 2024

The INSANE dataset: Large number of sensors for challenging UAV flights in Mars analog, outdoor, and out-/indoor transition scenarios.
Int. J. Robotics Res., 2024

AIVIO: Closed-loop, Object-relative Navigation of UAVs with AI-aided Visual Inertial Odometry.
CoRR, 2024

Modular Meshed Ultra-Wideband Aided Inertial Navigation with Robust Anchor Calibration.
CoRR, 2024

An Equivariant Approach to Robust State Estimation for the ArduPilot Autopilot System.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Equivariant Symmetries for Inertial Navigation Systems.
CoRR, 2023

Radar-Inertial Odometry for Closed-Loop Control of Resource-Constrained Aerial Platforms.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2023

Deterministic Framework based Structured Learning for Quadrotors.
Proceedings of the 27th International Conference on Methods and Models in Automation and Robotics, 2023

Graph-Based Visual-Kinematic Fusion and Monte Carlo Initialization for Fast-Deployable Cable-Driven Robots.
IROS, 2023

UVIO: An UWB-Aided Visual-Inertial Odometry Framework with Bias-Compensated Anchors Initialization.
IROS, 2023

FUSE-D: Framework for UAV System-Parameter Estimation with Disturbance Detection.
IROS, 2023

Multi-State Tightly-Coupled EKF-Based Radar-Inertial Odometry With Persistent Landmarks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

AI-Based Multi-Object Relative State Estimation with Self-Calibration Capabilities.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Revisiting Multi-GNSS Navigation for UAVs - An Equivariant Filtering Approach.
Proceedings of the 21st International Conference on Advanced Robotics, 2023

2022
CNS Flight Stack for Reproducible, Customizable, and Fully Autonomous Applications.
IEEE Robotics Autom. Lett., 2022

Overcoming Bias: Equivariant Filter Design for Biased Attitude Estimation With Online Calibration.
IEEE Robotics Autom. Lett., 2022

INSANE: Cross-Domain UAV Data Sets with Increased Number of Sensors for developing Advanced and Novel Estimators.
CoRR, 2022

Forestry Crane Automation using Learning-based Visual Grasping Point Prediction.
Proceedings of the IEEE Sensors Applications Symposium, 2022

Tightly-Coupled EKF-Based Radar-Inertial Odometry.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Scalable and Modular Ultra-Wideband Aided Inertial Navigation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Autonomous Control of Redundant Hydraulic Manipulator Using Reinforcement Learning with Action Feedback.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Kinematics-Inertial Fusion for Localization of a 4-Cable Underactuated Suspended Robot Considering Cable Sag.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Centralized-Equivalent Pairwise Estimation with Asynchronous Communication Constraints for two Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Improved State Propagation through AI-based Pre-processing and Down-sampling of High-Speed Inertial Data.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Equivariant Filter Design for Inertial Navigation Systems with Input Measurement Biases.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

COP: Control & Observability-aware Planning.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

PoET: Pose Estimation Transformer for Single-View, Multi-Object 6D Pose Estimation.
Proceedings of the Conference on Robot Learning, 2022

2021
Modular Multi-Sensor Fusion: A Collaborative State Estimation Perspective.
IEEE Robotics Autom. Lett., October, 2021

MaRS: A Modular and Robust Sensor-Fusion Framework.
IEEE Robotics Autom. Lett., 2021

Automated Data Annotation for 6-DoF AI-Based Navigation Algorithm Development.
J. Imaging, 2021

Multidrone Systems: More Than the Sum of the Parts.
Computer, 2021

Filter-Based Online System-Parameter Estimation for Multicopter UAVs.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Consistent State Estimation on Manifolds for Autonomous Metal Structure Inspection.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Mid-Air Range-Visual-Inertial Estimator Initialization for Micro Air Vehicles.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Time and Energy Optimized Trajectory Generation for Multi-Agent Constellation Changes.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Scalable Recursive Distributed Collaborative State Estimation for Aided Inertial Navigation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

VINSEval: Evaluation Framework for Unified Testing of Consistency and Robustness of Visual-Inertial Navigation System Algorithms.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Bias Compensated UWB Anchor Initialization using Information-Theoretic Supported Triangulation Points.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Combined System Identification and State Estimation for a Quadrotor UAV.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Consistent Covariance Pre-Integration for Invariant Filters with Delayed Measurements.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Decentralized Collaborative State Estimation for Aided Inertial Navigation.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Monocular Visual-Inertial Odometry in Low-Textured Environments with Smooth Gradients: A Fully Dense Direct Filtering Approach.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Visual-Inertial On-Board Throw-and-Go Initialization for Micro Air Vehicles.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Covariance Pre-Integration for Delayed Measurements in Multi-Sensor Fusion.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Towards Fully Dense Direct Filter-Based Monocular Visual-Inertial Odometry.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Simultaneous self-calibration and navigation using trajectory optimization.
Int. J. Robotics Res., 2018

Why and How to Avoid the Flipped Quaternion Multiplication.
CoRR, 2018

4-DOF Magnetic Field Based Localization for UAV Navigation.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Key-Frame Strategy During Fast Image-Scale Changes and Zero Motion in VIO Without Persistent Features.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Metrics for Real-Time Mono-VSLAM Evaluation Including IMU Induced Drift with Application to UAV Flight.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Observability-Aware Trajectory Optimization for Self-Calibration With Application to UAVs.
IEEE Robotics Autom. Lett., 2017

Trajectory Optimization for Self-Calibration and Navigation.
Proceedings of the Robotics: Science and Systems XIII, 2017

2016
Self-calibrating multi-sensor fusion with probabilistic measurement validation for seamless sensor switching on a UAV.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Vision-based landing site evaluation and informed optimal trajectory generation toward autonomous rooftop landing.
Auton. Robots, 2015

Inertial Optical Flow for Throw-and-Go Micro Air Vehicles.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Detection and characterization of moving objects with aerial vehicles using inertial-optical flow.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

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

Motion- and Uncertainty-aware Path Planning for Micro Aerial Vehicles.
J. Field Robotics, 2014

Vision-based Landing Site Evaluation and Trajectory Generation Toward Rooftop Landing.
Proceedings of the Robotics: Science and Systems X, 2014

Stereo vision-based obstacle avoidance for micro air vehicles using disparity space.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Towards Autonomous Navigation of Miniature UAV.
Proceedings of the 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

4DoF drift free navigation using inertial cues and optical flow.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

A robust and modular multi-sensor fusion approach applied to MAV navigation.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Path planning for motion dependent state estimation on micro aerial vehicles.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
Optimal surveillance coverage for teams of micro aerial vehicles in GPS-denied environments using onboard vision.
Auton. Robots, 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


Real-time onboard visual-inertial state estimation and self-calibration of MAVs in unknown environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Versatile distributed pose estimation and sensor self-calibration for an autonomous MAV.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

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

Fusion of IMU and Vision for Absolute Scale Estimation in Monocular SLAM.
J. Intell. Robotic Syst., 2011

Vision Based Position Control for MAVs Using One Single Circular Landmark.
J. Intell. Robotic Syst., 2011

Monocular-SLAM-based navigation for autonomous micro helicopters in GPS-denied environments.
J. Field Robotics, 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

3D surveillance coverage using maps extracted by a monocular SLAM algorithm.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Collaborative stereo.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Real-time metric state estimation for modular vision-inertial systems.
Proceedings of the IEEE International Conference on Robotics and Automation, 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

Onboard IMU and monocular vision based control for MAVs in unknown in- and outdoor environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

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

MAV navigation through indoor corridors using optical flow.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Vision based MAV navigation in unknown and unstructured environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2009
Real-time understanding of 3D video on an embedded system.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Calibration of time-of-flight range imaging cameras.
Proceedings of the International Conference on Image Processing, 2008


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