Christoph Stiller

Orcid: 0000-0003-4165-2075

Affiliations:
  • Karlsruhe Institute of Technology, Institute of Measurement and Control Systems, Germany
  • RWTH Aachen University, Germany (PhD 1994)


According to our database1, Christoph Stiller authored at least 246 papers between 1990 and 2024.

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Bibliography

2024
A Dual Evidential Top-View Representation to Model the Semantic Environment of Automated Vehicles.
IEEE Trans. Intell. Veh., January, 2024

PITA: Physics-Informed Trajectory Autoencoder.
CoRR, 2024

YOLinO++: Single-Shot Estimation of Generic Polylines for Mapless Automated Diving.
CoRR, 2024

2023
Learning Safe and Human-Like High-Level Decisions for Unsignalized Intersections From Naturalistic Human Driving Trajectories.
IEEE Trans. Intell. Transp. Syst., November, 2023

Identifying Admissible Uncertainty Bounds for the Input of Planning Algorithms.
IEEE Trans. Intell. Veh., April, 2023

Cooperative interacting automobiles.
Autom., April, 2023

Interaktive Trajektorienplanung mittels gemischt-ganzzahliger quadratischer Programmierung.
Autom., April, 2023

High-Level Decision Making for Automated Highway Driving via Behavior Cloning.
IEEE Trans. Intell. Veh., January, 2023

Decision-theoretic MPC: Motion Planning with Weighted Maneuver Preferences Under Uncertainty.
CoRR, 2023

Self-supervised Pseudo-colorizing of Masked Cells.
CoRR, 2023

Herrn Prof. Franz Mesch zum 90. Geburtstag.
Autom., 2023

Technologies Towards Automated Vehicles.
Proceedings of the 9th International Conference on Vehicle Technology and Intelligent Transport Systems, 2023

HD Map Generation from Noisy Multi-Route Vehicle Fleet Data on Highways with Expectation Maximization.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Large-Scale 3D Semantic Reconstruction for Automated Driving Vehicles with Adaptive Truncated Signed Distance Function.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Gap Approaching Intelligent Driver Model for Interactive Simulation of Merging Scenarios.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Cooperative Automated Driving for Bottleneck Scenarios in Mixed Traffic.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Modeling Interaction-Aware Driving Behavior using Graph-Based Representations and Multi-Agent Reinforcement Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Safety Reinforced Model Predictive Control (SRMPC): Improving MPC with Reinforcement Learning for Motion Planning in Autonomous Driving.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Identifying Out-of-Domain Objects with Dirichlet Deep Neural Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep geometry-aware camera self-calibration from video.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding.
IEEE Trans. Intell. Transp. Syst., 2022

Robust Self-Tuning Data Association for Geo-Referencing Using Lane Markings.
IEEE Robotics Autom. Lett., 2022

Real-time stereo semi-global matching for video processing using previous incremental information.
J. Real Time Image Process., 2022

Inferring Bias and Uncertainty in Camera Calibration.
Int. J. Comput. Vis., 2022

Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation.
CoRR, 2022

Sensor Data Fusion in Top-View Grid Maps using Evidential Reasoning with Advanced Conflict Resolution.
CoRR, 2022

Mapping LiDAR and Camera Measurements in a Dual Top-View Grid Representation Tailored for Automated Vehicles.
CoRR, 2022

Modeling dynamic target deformation in camera calibration.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Space, Time, and Interaction: A Taxonomy of Corner Cases in Trajectory Datasets for Automated Driving.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Combining 2D and 3D Datasets with Object-Conditioned Depth Estimation.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Real-time Cooperative Motion Planning using Efficient Model Predictive Contouring Control.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Sharpness Continuous Path optimization and Sparsification for Automated Vehicles.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Conception and Experimental Validation of a Model Predictive Control (MPC) for Lateral Control of a Truck-Trailer.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

A Parameter Analysis on RSS in Overtaking Situations on German Highways.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

How Can Automated Vehicles Explain Their Driving Decisions? Generating Clarifying Summaries Automatically.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Emerging of V2X paradigm in the Development of a ROS-based Cooperative Architecture for Transportation System Agents.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Guiding Belief Space Planning with Learned Models for Interactive Merging.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Cooperative Architecture for Transportation System (CATS): Development of a Convoy Agent for (V /I)2C Applications.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Interaction-Aware Game-Theoretic Motion Planning for Automated Vehicles using Bi-level Optimization.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

AIB-MDP: Continuous Probabilistic Motion Planning for Automated Vehicles by Leveraging Action Independent Belief Spaces.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

TEScalib: Targetless Extrinsic Self-Calibration of LiDAR and Stereo Camera for Automated Driving Vehicles with Uncertainty Analysis.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Model-based State Estimation of Two-Wheelers.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

DA-LMR: A Robust Lane Marking Representation for Data Association.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Sensor Data Fusion in Top-View Grid Maps using Evidential Reasoning with Advanced Conflict Resolution.
Proceedings of the 25th International Conference on Information Fusion, 2022

Towards Improved Intermediate Layer Variational Inference for Uncertainty Estimation.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Predictive Uncertainty Quantification of Deep Neural Networks using Dirichlet Distributions.
Proceedings of the Computer Science in Cars Symposium, 2022

2021
Semantic Evidential Grid Mapping Using Monocular and Stereo Cameras.
Sensors, 2021

Continuous Fusion of Motion Data Using an Axis-Angle Rotation Representation with Uniform B-Spline.
Sensors, 2021

DA-LMR: A Robust Lane Markings Representation for Data Association Methods.
CoRR, 2021

Roadmap on Signal Processing for Next Generation Measurement Systems.
CoRR, 2021

Verhaltensentscheidung für automatisierte Fahrzeuge mittels Arbitrationsgraphen.
Autom., 2021

Boosted Classifiers on 1D Signals and Mutual Evaluation of Independently Aligned Spatio-Semantic Feature Groups for HD Map Change Detection.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

On Responsibility Sensitive Safety in Car-following Situations - A Parameter Analysis on German Highways.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

An Application-Driven Conceptualization of Corner Cases for Perception in Highly Automated Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

PillarSegNet: Pillar-based Semantic Grid Map Estimation using Sparse LiDAR Data.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Reasoning about Potential Hidden Traffic Participants by Tracking Occluded Areas.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Towards Sensor Data Abstraction of Autonomous Vehicle Perception Systems.
Proceedings of the IEEE International Smart Cities Conference, 2021

Minimizing Safety Interference for Safe and Comfortable Automated Driving with Distributional Reinforcement Learning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Automatic Mapping of Tailored Landmark Representations for Automated Driving and Map Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

YOLinO: Generic Single Shot Polyline Detection in Real Time.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Fast and Robust Ground Surface Estimation from LiDAR Measurements using Uniform B-Splines.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Improving Lidar-Based Semantic Segmentation of Top-View Grid Maps by Learning Features in Complementary Representations.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Real-time Uncertainty Estimation Based On Intermediate Layer Variational Inference.
Proceedings of the CSCS '21: Computer Science in Cars Symposium, 2021

A Cuboid Detection and Tracking System using A Multi RGBD Camera Setup for Intelligent Manipulation and Logistics.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Developers' Information Needs during Test Drives with Automated Vehicles in Real Traffic: A Focus Group Study.
Proceedings of the AutomotiveUI '21: 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Leeds, United Kingdom, September 9-14, 2021, 2021

2020
Tackling Existence Probabilities of Objects with Motion Planning for Automated Urban Driving.
CoRR, 2020

Using floating car data for more precise road weather forecasts.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Semantic Evidential Grid Mapping based on Stereo Vision.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020

Continuous Fusion of IMU and Pose Data using Uniform B-Spline.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020

SemanticVoxels: Sequential Fusion for 3D Pedestrian Detection using LiDAR Point Cloud and Semantic Segmentation.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020

Model-Based Prediction of Two-Wheelers.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Single-Stage Object Detection from Top-View Grid Maps on Custom Sensor Setups.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Realistic Single-Shot and Long-Term Collision Risk for a Human-Style Safer Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

HD Map Verification Without Accurate Localization Prior Using Spatio-Semantic 1D Signals.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

RNN-based Pedestrian Crossing Prediction using Activity and Pose-related Features.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Lateral Trajectory Stabilization of an Articulated Truck during Reverse Driving Maneuvers.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

An Optimal Lateral Trajectory Stabilization of Vehicle using Differential Dynamic Programming.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Risk-Aware High-level Decisions for Automated Driving at Occluded Intersections with Reinforcement Learning.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Sensitivity Analysis of a Planning Algorithm Considering Uncertainties.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Exploiting Multi-Layer Grid Maps for Surround-View Semantic Segmentation of Sparse LiDAR Data.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Learned Enrichment of Top-View Grid Maps Improves Object Detection.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Real-Time Safe Stop Trajectory Planning via Multidimensional Hybrid A*-Algorithm.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Generating Efficient Behaviour with Predictive Visibility Risk for Scenarios with Occlusions.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Learning-Based Shape Estimation with Grid Map Patches for Realtime 3D Object Detection for Automated Driving.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Monocular Localization in HD Maps by Combining Semantic Segmentation and Distance Transform.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Vision-based Lifting of 2D Object Detections for Automated Driving.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Bias Detection and Prediction of Mapping Errors in Camera Calibration.
Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020

2019
Model Predictive Trajectory Planning for Automated Driving.
IEEE Trans. Intell. Veh., 2019

INTERACTION Dataset: An INTERnational, Adversarial and Cooperative moTION Dataset in Interactive Driving Scenarios with Semantic Maps.
CoRR, 2019

Anytime Lane-Level Intersection Estimation Based on Trajectories.
CoRR, 2019

PointAtMe: Efficient 3D Point Cloud Labeling in Virtual Reality.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Capturing Object Detection Uncertainty in Multi-Layer Grid Maps.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Safe but not Overcautious Motion Planning under Occlusions and Limited Sensor Range.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

VeIGAN: Vectorial Inpainting Generative Adversarial Network for Depth Maps Object Removal.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Specialized Cyclist Detection Dataset: Challenging Real-World Computer Vision Dataset for Cyclist Detection Using a Monocular RGB Camera.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Utilizing LiDAR Intensity in Object Tracking.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Reacting to Multi-Obstacle Emergency Scenarios Using Linear Time Varying Model Predictive Control.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

A POMDP Maneuver Planner For Occlusions in Urban Scenarios.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Accurate Global Trajectory Alignment using Poles and Road Markings.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Self-Supervised Flow Estimation using Geometric Regularization with Applications to Camera Image and Grid Map Sequences.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

An Approach for CNN-Based Feature Matching Towards Real-Time SLAM.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Provably Safe and Smooth Lane Changes in Mixed Trafic.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Anytime Lane-Level Intersection Estimation Based on Trajectories of Other Traffic Participants.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Realtime 3D Object Detection for Automated Driving Using Stereo Vision and Semantic Information.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Accurate and Efficient Self-Localization on Roads using Basic Geometric Primitives.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Automated Driving in Uncertain Environments: Planning With Interaction and Uncertain Maneuver Prediction.
IEEE Trans. Intell. Veh., 2018

Making Bertha Cooperate-Team AnnieWAY's Entry to the 2016 Grand Cooperative Driving Challenge.
IEEE Trans. Intell. Transp. Syst., 2018

Kooperativ interagierende Automobile.
Autom., 2018

Evidential Occupancy Grid Map Augmentation using Deep Learning.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Limited Visibility and Uncertainty Aware Motion Planning for Automated Driving.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

CoInCar-Sim: An Open-Source Simulation Framework for Cooperatively Interacting Automobiles.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Generalized B-spline Camera Model.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Object Detection and Classification in Occupancy Grid Maps Using Deep Convolutional Networks.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Decision- Time Postponing Motion Planning for Combinatorial Uncertain Maneuvering.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Efficient Multi-Drive Map Optimization towards Life-long Localization using Surround View.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Literature Review on the Prediction of Pedestrian Behavior in Urban Scenarios.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Can We Trust Our Maps? An Evaluation of Road Changes and a Dataset for Map Validation.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Generating Comfortable, Safe and Comprehensible Trajectories for Automated Vehicles in Mixed Traffic.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Belief State Planner for Interactive Merge Maneuvers in Congested Traffic.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Deep Analysis of the Existing Datasets for Traffic Light State Recognition.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Precise Localization in High-Definition Road Maps for Urban Regions.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Deep Semantic Lane Segmentation for Mapless Driving.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

LiDAR-Based Object Tracking and Shape Estimation Using Polylines and Free-Space Information.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Analysis of the Influence of Training Data on Road User Detection.
Proceedings of the 2018 IEEE International Conference on Vehicular Electronics and Safety, 2018

Pedestrian Prediction by Planning Using Deep Neural Networks.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Fast and Robust Vehicle Pose Estimation by Optimizing Multiple Pose Graphs.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Automated Intersection Mapping From Crowd Trajectory Data.
IEEE Trans. Intell. Transp. Syst., 2017

Cooperative Motion Planning for Non-Holonomic Agents with Value Iteration Networks.
CoRR, 2017

Towards Cooperative Motion Planning for Automated Vehicles in Mixed Traffic.
CoRR, 2017

Der Mensch und die Fahrzeugautomatisierung.
Autom., 2017

Berthold Färber.
Autom., 2017

Mapping and localization using surround view.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

RegNet: Multimodal sensor registration using deep neural networks.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Ego-lane estimation for downtown lane-level navigation.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Decision making for autonomous driving considering interaction and uncertain prediction of surrounding vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Simultaneous tracking and shape estimation using a multi-layer laserscanner.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Rating cooperative driving: A scheme for behavior assessment.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Robust particle filter for lane-precise localization.
Proceedings of the 2017 IEEE International Conference on Vehicular Electronics and Safety, 2017

2016
The Role of Machine Vision for Intelligent Vehicles.
IEEE Trans. Intell. Veh., 2016

IEEE Transactions on Intelligent Vehicles Senior Associate Editors.
IEEE Trans. Intell. Veh., 2016

Real time integrated vehicle dynamics control and trajectory planning with MPC for critical maneuvers.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Functional system architectures towards fully automated driving.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Vehicle localization with tightly coupled GNSS and visual odometry.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Ego-lane estimation for lane-level navigation in urban scenarios.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Lane-level map-matching based on optimization.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Optimal trajectory planning for autonomous driving integrating logical constraints: An MIQP perspective.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Application of line clustering algorithms for improving road feature detection.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

A generic driving strategy for urban environments.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Comparison and evaluation of pedestrian motion models for vehicle safety systems.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Semantically Guided Depth Upsampling.
Proceedings of the Pattern Recognition - 38th German Conference, 2016

2015
Efficient Road Scene Understanding for Intelligent Vehicles Using Compositional Hierarchical Models.
IEEE Trans. Intell. Transp. Syst., 2015

Perception and Planning for Autonomous Vehicles [Guest Editorial].
IEEE Intell. Transp. Syst. Mag., 2015

Automated Driving.
Autom., 2015

Automatic Obstacle Classification using Laser and Camera Fusion.
Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems, 2015

Laser Scanner and Camera Fusion for Automatic Obstacle Classification in ADAS Application.
Proceedings of the Smart Cities, Green Technologies, and Intelligent Transport Systems, 2015

Multi trajectory pose adjustment for life-long mapping.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Multi-drive feature association for automated map generation using low-cost sensor data.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Curvature-based curb detection method in urban environments using stereo and laser.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

The combinatorial aspect of motion planning: Maneuver variants in structured environments.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

A Universal Approach to Detect and Classify Road Surface Markings.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

LaneSLAM - Simultaneous Pose and Lane Estimation Using Maps with Lane-Level Accuracy.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Maschinelles Sehen.
Proceedings of the Handbuch Fahrerassistenzsysteme, 2015

2014
Vision-Only Localization.
IEEE Trans. Intell. Transp. Syst., 2014

3D Traffic Scene Understanding From Movable Platforms.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Making Bertha Drive - An Autonomous Journey on a Historic Route.
IEEE Intell. Transp. Syst. Mag., 2014

[President's Message].
IEEE Intell. Transp. Syst. Mag., 2014

Three Decades of Driver Assistance Systems: Review and Future Perspectives.
IEEE Intell. Transp. Syst. Mag., 2014

Video based localization for Bertha.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Trajectory planning for Bertha - A local, continuous method.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Road terrain detection: Avoiding common obstacle detection assumptions using sensor fusion.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Crowdsourced intersection parameters: A generic approach for extraction and confidence estimation.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

DIRD is an illumination robust descriptor.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Robust ground plane induced homography estimation for wide angle fisheye cameras.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Extrinsic calibration of a fisheye multi-camera setup using overlapping fields of view.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Accuracy analysis of surface normal reconstruction in stereo vision.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Lanelets: Efficient map representation for autonomous driving.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Non-parametric lane estimation in urban environments.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Detecting symbols on road surface for mapping and localization using OCR.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Head detection and orientation estimation for pedestrian safety.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Assessing map-based maneuver hypotheses using probabilistic methods and evidence theory.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

What Sensors are Needed for Autonomous Driving?.
Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

2013
MARV-X: Applying Maneuver Assessment for Reliable Verification of Car-to-X Mobility Data.
IEEE Trans. Intell. Transp. Syst., 2013

Challenges in ITS [President's Message].
IEEE Intell. Transp. Syst. Mag., 2013

Bridging Academia an Industry in ITS [President's Message].
IEEE Intell. Transp. Syst. Mag., 2013

Young Professionals in ITS [President's Message].
IEEE Intell. Transp. Syst. Mag., 2013

Nothing Changes on New Year¿s Day [President's Message].
IEEE Intell. Transp. Syst. Mag., 2013

Velocity-Based Driver Intent Inference at Urban Intersections in the Presence of Preceding Vehicles.
IEEE Intell. Transp. Syst. Mag., 2013

Vision meets robotics: The KITTI dataset.
Int. J. Robotics Res., 2013

Active safety for vulnerable road users based on smartphone position data.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Urban localization with camera and inertial measurement unit.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

How to learn an illumination robust image feature for place recognition.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Online extrinsic multi-camera calibration using ground plane induced homographies.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Efficient scene understanding for intelligent vehicles using a part-based road representation.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Map-based long term motion prediction for vehicles in traffic environments.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Generic driver intent inference based on parametric models.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Joint self-localization and tracking of generic objects in 3D range data.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
Simultaneous Localization and Mapping for Path-Constrained Motion.
IEEE Trans. Intell. Transp. Syst., 2012

Team AnnieWAY's Entry to the 2011 Grand Cooperative Driving Challenge.
IEEE Trans. Intell. Transp. Syst., 2012

Evidence-Based ITS [President's Message].
IEEE Intell. Transp. Syst. Mag., 2012

On ITS Society Benefits [President's Message].
IEEE Intell. Transp. Syst. Mag., 2012

Let's Jointly Advance Our ITSS! [President's Message].
IEEE Intell. Transp. Syst. Mag., 2012

Driver intent inference at urban intersections using the intelligent driver model.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Motion-without-structure: Real-time multipose optimization for accurate visual odometry.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Predictive maneuver evaluation for enhancement of Car-to-X mobility data.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

City GPS using stereo vision.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2012

Real-Time Knowledge for Cooperative Cognitive Automobiles.
Proceedings of the Advances in Real-Time Systems (to Georg Färber on the occasion of his appointment as Professor Emeritus at TU München after leading the Lehrstuhl für Realzeit-Computersysteme for 34 illustrious years)., 2012

3D perception and planning for self-driving and cooperative automobiles.
Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

2011
Probabilistic Rail Vehicle Localization With Eddy Current Sensors in Topological Maps.
IEEE Trans. Intell. Transp. Syst., 2011

Information fusion for automotive applications - An overview.
Inf. Fusion, 2011

Velodyne SLAM.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

StereoScan: Dense 3d reconstruction in real-time.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

2010
Fast collision checking for intelligent vehicle motion planning.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

Low-cost sensors for image based measurement of 2D velocity and yaw rate.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

Automated map generation from aerial images for precise vehicle localization.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Moving on to dynamic environments: Visual odometry using feature classification.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Probabilistic mapping for mobile robots using spatial correlation models.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

10371 Executive Summary - Dynamic Maps.
Proceedings of the Dynamic Maps, 12.09. - 17.09.2010, 2010

10371 Abstracts Collection - Dynamic Maps.
Proceedings of the Dynamic Maps, 12.09. - 17.09.2010, 2010

2009
Continuous Stereo Self-Calibration by Camera Parameter Tracking.
IEEE Trans. Image Process., 2009

Spatiotemporal state lattices for fast trajectory planning in dynamic on-road driving scenarios.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Team AnnieWAY's Autonomous System for the DARPA Urban Challenge 2007.
Proceedings of the DARPA Urban Challenge: Autonomous Vehicles in City Traffic, 2009

2008
Team AnnieWAY's autonomous system for the 2007 DARPA Urban Challenge.
J. Field Robotics, 2008

Probabilistische Methoden in der Umfeldwahrnehmung Kognitiver Automobile (Probabilistic Methods for Environment Perception of Cognitive Automobiles).
Autom., 2008

Kognitive Automobile.
Autom., 2008

Beitragsaufruf zu at-Schwerpunktheft "Kognitive Automobile".
Autom., 2008

Team AnnieWAY's Autonomous System.
Proceedings of the Robot Vision, Second International Workshop, 2008

2007
Systems for Safety and Autonomous Behavior in Cars: The DARPA Grand Challenge Experience.
Proc. IEEE, 2007

Fahrerassistenzsysteme (Driver Assistance Systems).
it Inf. Technol., 2007

GPS- und Kamera-basierte Fahrzeugführung durchs Gelände - ION im Grand Challenge (GPS- and Camera-based Off-Road Vehicle Control - ION in the Grand Challenge).
Autom., 2007

Intelligente Fahrzeuge.
Proceedings of the Autonome Mobile Systeme 2007, 2007

2006
Path Planning for Autonomous Driving Based on Stereoscopic and Monoscopic Vision Cues.
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006

2005
Regelung optischer Systeme - Automatisierungstechnik trifft Optoelektronik.
Autom., 2005

2000
Multisensor obstacle detection and tracking.
Image Vis. Comput., 2000

Autonome Führung von Serienfahrzeugen.
Proceedings of the Autonome Mobile Systeme 2000, 2000

1999
Estimating motion in image sequences.
IEEE Signal Process. Mag., 1999

Visual Sensing in Electronic Truck Coupling.
Proceedings of the 1999 International Conference on Image Processing, 1999

1997
Object-based estimation of dense motion fields.
IEEE Trans. Image Process., 1997

1996
Object-based motion computation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Region-adaptive transform based on a stochastic model.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

The Impact of Aliasing and Quantization on Motion Compensation.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

1994
Modellbasierte Bewegungsschätzung in Bildfolgen.
PhD thesis, 1994

Object-oriented video coding employing dense motion fields.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
A statistical image model for motion estimation.
Proceedings of the IEEE International Conference on Acoustics, 1993

1991
Gain/cost controlled displacement-estimation for image sequence coding.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Motion estimation for coding of moving video at 8 kbit/s with Gibbs-modeled vectorfield smoothing.
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990


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