Achim J. Lilienthal

Name Venue Year citations
Long-Term Human Motion Prediction Using Spatio-Temporal Maps of Dynamics. IEEE Robotics and Automation Letters 2025 1
Physics-informed robotic airflow exploration and mapping with a swarm of mobile robots. IJRR 2025 2
Deep Learning Based Topography Aware Gas Source Localization with Mobile Robot. ICRA 2025 0
Here's your PDDL Problem File! On Using VLMs for Generating Symbolic PDDL Problem Files. ICRA 2025 1
On Robust Context-Aware Navigation for Autonomous Ground Vehicles. IEEE Robotics and Automation Letters 2025 3
Sampling functions for global motion planning using Maps of Dynamics for mobile robots. Robotics and Autonomous Systems 2025 0
Introspective Loop Closure for SLAM with 4D Imaging Radar. ICRA 2025 2
Fast Online Learning of CLiFF-Maps in Changing Environments. ICRA 2025 0
THÖR-MAGNI: A large-scale indoor motion capture recording of human movement and robot interaction. IJRR 2025 0
Trajectory Prediction for Heterogeneous Agents: A Performance Analysis on Small and Imbalanced Datasets. IEEE Robotics and Automation Letters 2024 5
3QFP: Efficient neural implicit surface reconstruction using Tri-Quadtrees and Fourier feature Positional encoding. ICRA 2024 3
BFAR: improving radar odometry estimation using a bounded false alarm rate detector. Autonomous Robots 2024 2
LaCE-LHMP: Airflow Modelling-Inspired Long-Term Human Motion Prediction By Enhancing Laminar Characteristics in Human Flow. ICRA 2024 3
High-Fidelity SLAM Using Gaussian Splatting with Rendering-Guided Densification and Regularized Optimization. IROS 2024 24
Survey of maps of dynamics for mobile robots. IJRR 2023 26
Eye Tracking Auto-Correction Using Domain Information. HCI 2023 2
CLiFF-LHMP: Using Spatial Dynamics Patterns for Long- Term Human Motion Prediction. IROS 2023 16
CorAl: Introspection for robust radar and lidar perception in diverse environments using differential entropy. Robotics and Autonomous Systems 2022 16
Can Eye Tracking with Pervasive Webcams Replace Dedicated Eye Trackers? an Experimental Comparison of Eye-Tracking Performance. HCI 2022 3
Learning Occupancy Priors of Human Motion From Semantic Maps of Urban Environments. IEEE Robotics and Automation Letters 2021 14
CFEAR Radarodometry - Conservative Filtering for Efficient and Accurate Radar Odometry. IROS 2021 49
Guest Editorial: Introduction to the Special Issue on Long-Term Human Motion Prediction. IEEE Robotics and Automation Letters 2021 2
Robust Frequency-Based Structure Extraction. ICRA 2021 0
Sniffing out fugitive methane emissions: autonomous remote gas inspection with a mobile robot. IJRR 2021 0
Object-RPE: Dense 3D reconstruction and pose estimation with convolutional neural networks. Robotics and Autonomous Systems 2020 25
Panoptic 3D Mapping and Object Pose Estimation Using Adaptively Weighted Semantic Information. IEEE Robotics and Automation Letters 2020 25
Natural Criteria for Comparison of Pedestrian Flow Forecasting Models. IROS 2020 11
THÖR: Human-Robot Navigation Data Collection and Accurate Motion Trajectories Dataset. IEEE Robotics and Automation Letters 2020 0
Model-based gas source localization strategy for a cooperative multi-robot system - A probabilistic approach and experimental validation incorporating physical knowledge and model uncertainties. Robotics and Autonomous Systems 2019 46
A Survey of Voxel Interpolation Methods and an Evaluation of Their Impact on Volumetric Map-Based Visual Odometry. ICRA 2018 7
Human Motion Prediction Under Social Grouping Constraints. IROS 2018 28
Down the CLiFF: Flow-Aware Tralatory Planning Under Motion Pattern Uncertainty. IROS 2018 19
A Method to Segment Maps from Different Modalities Using Free Space Layout MAORIS: Map of Ripples Segmentation. ICRA 2018 0
Enabling Flow Awareness for Mobile Robots in Partially Observable Environments. IEEE Robotics and Automation Letters 2017 62
Time-dependent gas distribution modelling. Robotics and Autonomous Systems 2017 21
Incorporating ego-motion uncertainty estimates in range data registration. IROS 2017 7
Probabilistic Air Flow Modelling Using Turbulent and Laminar Characteristics for Ground and Aerial Robots. IEEE Robotics and Automation Letters 2017 18
Kinodynamic motion planning on Gaussian mixture fields. ICRA 2017 40
Semi-supervised 3D place categorisation by descriptor clustering. IROS 2017 6
Bringing Mobile Robot Olfaction to the next dimension - UAV-based remote sensing of gas clouds and source localization. ICRA 2017 0
Mobile robots for learning spatio-temporal interpolation models in sensor networks - The Echo State map approach. ICRA 2017 0
From Feature Detection in Truncated Signed Distance Fields to Sparse Stable Scene Graphs. IEEE Robotics and Automation Letters 2016 4
Towards visual mapping in industrial environments - a heterogeneous task-specific and saliency driven approach. ICRA 2016 2
Towards occupational health improvement in foundries through dense dust and pollution monitoring using a complementary approach with mobile and stationary sensing nodes. IROS 2016 19
Analytic grasp success prediction with tactile feedback. ICRA 2016 33
The right direction to smell: Efficient sensor planning strategies for robot assisted gas tomography. ICRA 2016 11
The Next Step in Robot Commissioning: Autonomous Picking and Palletizing. IEEE Robotics and Automation Letters 2016 73
Inferring human body posture information from reflective patterns of protective work garments. IROS 2016 0
Efficient measurement planning for remote gas sensing with mobile robots. ICRA 2015 16
Support relation analysis and decision making for safe robotic manipulation tasks. Robotics and Autonomous Systems 2015 36
Fast, continuous state path smoothing to improve navigation accuracy. ICRA 2015 43
A principle of minimum translation search approach for object pose refinement. IROS 2015 2
Multi-band Hough Forests for detecting humans with Reflective Safety Clothing from mobile machinery. ICRA 2015 5
Probabilistic relational scene representation and decision making under incomplete information for robotic manipulation tasks. ICRA 2014 2
Localization in highly dynamic environments using dual-timescale NDT-MCL. ICRA 2014 60
Velvet fingers: Grasp planning and execution for an underactuated gripper with active surfaces. ICRA 2014 16
Robot assisted gas tomography - Localizing methane leaks in outdoor environments. ICRA 2014 0
SDF Tracker: A parallel algorithm for on-line pose estimation and scene reconstruction from depth images. IROS 2013 80
Normal distributions transform Monte-Carlo localization (NDT-MCL). IROS 2013 105
3D normal distributions transform occupancy maps: An efficient representation for mapping in dynamic environments. IJRR 2013 98
Automatic relational scene representation for safe robotic manipulation tasks. IROS 2013 11
Towards real-world gas distribution mapping and leak localization using a mobile robot with 3d and remote gas sensing capabilities. ICRA 2013 64
Conditional transition maps: Learning motion patterns in dynamic environments. IROS 2013 78
Improving point-cloud accuracy from a moving platform in field operations. ICRA 2013 9
Normal Distributions Transform Occupancy Map fusion: Simultaneous mapping and tracking in large scale dynamic environments. IROS 2013 38
Normal Distributions Transform Occupancy Maps: Application to large-scale online 3D mapping. ICRA 2013 88
Comparative evaluation of range sensor accuracy for indoor mobile robotics and automated logistics applications. Robotics and Autonomous Systems 2013 47
Multi-human tracking using high-visibility clothing for industrial safety. IROS 2013 25
Fast 3D mapping in highly dynamic environments using normal distributions transform occupancy maps. IROS 2013 24
Improved local shape feature stability through dense model tracking. IROS 2013 5
Editorial. Robotics and Autonomous Systems 2013 0
Fast and accurate scan registration through minimization of the distance between compact 3D NDT representations. IJRR 2012 248
Independent Markov chain occupancy grid maps for representation of dynamic environment. IROS 2012 87
Point set registration through minimization of the L2 distance between 3D-NDT models. ICRA 2012 98
On the accuracy of the 3D Normal Distributions Transform as a tool for spatial representation. ICRA 2011 34
Special issue ECMR 2009. Robotics and Autonomous Systems 2011 1
6D scan registration using depth-interpolated local image features. Robotics and Autonomous Systems 2010 38
Path planning in 3D environments using the Normal Distributions Transform. IROS 2010 70
SIFT, SURF & seasons: Appearance-based long-term localization in outdoor environments. Robotics and Autonomous Systems 2010 234
Data association and occlusion handling for vision-based people tracking by mobile robots. Robotics and Autonomous Systems 2010 0
Learning gas distribution models using sparse Gaussian process mixtures. Autonomous Robots 2009 88
A statistical approach to gas distribution modelling with mobile robots - The Kernel DM+V algorithm. IROS 2009 154
Evaluation of 3D registration reliability and speed - A comparison of ICP and NDT. ICRA 2009 221
Appearance-based loop detection from 3D laser data using the normal distributions transform. ICRA 2009 0
Towards environmental monitoring with mobile robots. IROS 2008 85
Fusion of aerial images and sensor data from a ground vehicle for improved semantic mapping. Robotics and Autonomous Systems 2008 15
Registration of colored 3D point clouds with a Kernel-based extension to the normal distributions transform. ICRA 2008 63
Gas Distribution Modeling using Sparse Gaussian Process Mixture Models. RSS 2008 57
Incremental spectral clustering and seasons: Appearance-based localization in outdoor environments. ICRA 2008 57
Mini-SLAM: Minimalistic Visual SLAM in Large-Scale Environments Based on a New Interpretation of Image Similarity. ICRA 2007 53
Virtual sensors for human concepts - Building detection by an outdoor mobile robot. Robotics and Autonomous Systems 2007 6
Incremental Spectral Clustering and Its Application To Topological Mapping. ICRA 2007 80
Has somethong changed here? Autonomous difference detection for security patrol robots. IROS 2007 67
Improved data association and occlusion handling for vision-based people tracking by mobile robots. IROS 2007 54
Q-RAN: A Constructive Reinforcement Learning Approach for Robot Behavior Learning. IROS 2006 15
Incremental Topological Mapping Using Omnidirectional Vision. IROS 2006 36
Model-based Shape Analysis of Gas Concentration Gridmaps for Improved Gas Source Localisation. ICRA 2005 18
Gas Source Declaration with a Mobile Robot. ICRA 2004 44
Learning to detect proximity to a gas source with a mobile robot. IROS 2004 15
Building gas concentration gridmaps with a mobile robot. Robotics and Autonomous Systems 2004 0
Creating gas concentration gridmaps with a mobile robot. IROS 2003 44
Sensing Odour Sources in Indoor Environments Without a Constant Airflow by a Mobile Robot. ICRA 2001 71
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