Kai Oliver Arras

69 publications

13 venues

H Index 33

Name Venue Year citations
Semantically Informed MPC for Context-Aware Robot Exploration. IROS 2023 0
CLiFF-LHMP: Using Spatial Dynamics Patterns for Long- Term Human Motion Prediction. IROS 2023 0
Cross-Modal Analysis of Human Detection for Robotics: An Industrial Case Study. IROS 2021 3
Bench-MR: A Motion Planning Benchmark for Wheeled Mobile Robots. IEEE Robotics and Automation Letters 2021 12
Guest Editorial: Introduction to the Special Issue on Long-Term Human Motion Prediction. IEEE Robotics and Automation Letters 2021 1
Learning Occupancy Priors of Human Motion From Semantic Maps of Urban Environments. IEEE Robotics and Automation Letters 2021 4
Plug-and-Play SLAM: A Unified SLAM Architecture for Modularity and Ease of Use. IROS 2020 7
Accurate detection and 3D localization of humans using a novel YOLO-based RGB-D fusion approach and synthetic training data. ICRA 2020 11
Dispertio: Optimal Sampling For Safe Deterministic Motion Planning. IEEE Robotics and Automation Letters 2020 15
An NMPC Approach using Convex Inner Approximations for Online Motion Planning with Guaranteed Collision Avoidance. ICRA 2020 0
Multi-Path Learning for Object Pose Estimation Across Domains. CVPR 2020 0
THÖR: Human-Robot Navigation Data Collection and Accurate Motion Trajectories Dataset. IEEE Robotics and Automation Letters 2020 0
Human motion trajectory prediction: a survey. IJRR 2020 0
Better Lost in Transition Than Lost in Space: SLAM State Machine. IROS 2019 2
Informed Information Theoretic Model Predictive Control. ICRA 2019 5
Human Motion Prediction Under Social Grouping Constraints. IROS 2018 18
Joint Long-Term Prediction of Human Motion Using a Planning-Based Social Force Approach. ICRA 2018 37
Deep Person Detection in Two-Dimensional Range Data. IEEE Robotics and Automation Letters 2018 12
Semantic Labeling of Indoor Environments from 3D RGB Maps. ICRA 2018 16
Gradient-Informed Path Smoothing for Wheeled Mobile Robots. ICRA 2018 19
Kinodynamic motion planning on Gaussian mixture fields. ICRA 2017 26
A Fast Random Walk Approach to Find Diverse Paths for Robot Navigation. IEEE Robotics and Automation Letters 2017 11
RRT-based nonholonomic motion planning using any-angle path biasing. ICRA 2016 94
Learning socially normative robot navigation behaviors with Bayesian inverse reinforcement learning. ICRA 2016 101
Practical Bayesian Inverse Reinforcement Learning for Robot Navigation. ECML/PKDD 2016 0
On multi-modal people tracking from mobile platforms in very crowded and dynamic environments. ICRA 2016 99
Real-time full-body human attribute classification in RGB-D using a tessellation boosting approach. IROS 2015 12
Real-time full-body human gender recognition in (RGB)-D data. ICRA 2015 28
Distance metric learning for RRT-based motion planning with constant-time inference. ICRA 2015 40
Inverse Reinforcement Learning algorithms and features for robot navigation in crowds: An experimental comparison. IROS 2014 143
A novel RRT extend function for efficient and smooth mobile robot motion planning. IROS 2014 54
Schedule-Based Robotic Search for Multiple Residents in a Retirement Home Environment. AAAI 2014 7
Multi-Hypothesis Social Grouping and Tracking for Mobile Robots. RSS 2013 39
Socially-aware robot navigation: A learning approach. IROS 2012 156
Leveraging RGB-D Data: Adaptive fusion and domain adaptation for object detection. ICRA 2012 43
People tracking in RGB-D Data with on-line boosted target models. IROS 2011 205
Place-dependent people tracking. IJRR 2011 75
Planning Problems for Social Robots. ICAPS 2011 14
Better models for people tracking. ICRA 2011 12
I want my coffee hot! Learning to find people under spatio-temporal constraints. ICRA 2011 33
Tracking people in 3D using a bottom-up top-down detector. ICRA 2011 109
People detection in RGB-D Data. IROS 2011 405
Please do not disturb! Minimum interference coverage for social robots. IROS 2011 29
Editorial. Robotics and Autonomous Systems 2010 0
A Layered Approach to People Detection in 3D Range Data. AAAI 2010 147
People tracking with human motion predictions from social forces. ICRA 2010 287
FLIRT - Interest regions for 2D range data. ICRA 2010 104
Exploiting Repetitive Object Patterns for Model Compression and Completion. ECCV 2010 17
Classifying dynamic objects. Autonomous Robots 2009 22
Tracking groups of people with a multi-model hypothesis tracker. ICRA 2009 41
Place-Dependent People Tracking. ISRR 2009 0
Classifying Dynamic Objects: An Unsupervised Learning Approach. RSS 2008 19
Efficient people tracking in laser range data using a multi-hypothesis leg-tracker with adaptive occlusion probabilities. ICRA 2008 163
Using Boosted Features for the Detection of People in 2D Range Data. ICRA 2007 420
2D Mapping of Cluttered Indoor Environments by Means of 3D Perception. ICRA 2004 159
Multi-resolution SLAM for Real World Navigation. ISRR 2003 26
Feature-based multi-hypothesis localization and tracking using geometric constraints. Robotics and Autonomous Systems 2003 76
A navigation framework for multiple mobile robots and its application at the Expo.02 exhibition. ICRA 2003 34
Robox at Expo.02: A large-scale installation of personal robots. Robotics and Autonomous Systems 2003 270
Designing a secure and robust mobile interacting robot for the long term. ICRA 2003 42
Editorial. Robotics and Autonomous Systems 2003 0
Feature-Based Multi-Hypothesis Localization and Tracking for Mobile Robots using Geometric Constraints. ICRA 2002 64
Real-Time Obstacle Avoidance for Polygonal Robots with a Reduced Dynamic Window. ICRA 2002 106
Multisensor on-the-fly localization: : Precision and reliability for applications. Robotics and Autonomous Systems 2001 152
A Hybrid Approach for Robust and Precise Mobile Robot Navigation with Compact Environment Modeling. ICRA 2001 53
The need for autonomy and real-time in mobile robotics: a case study of XO/2 and Pygmalion. IROS 2000 45
Multisensor on-the-fly localization using laser and vision. IROS 2000 48
The autonomous miniature robot Alice: from prototypes to applications. IROS 2000 48
Hybrid, High-Precision Localisation for the Mail Distributing Mobile Robot System MOPS. ICRA 1998 59
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