Martin Lauer

Orcid: 0000-0003-4414-5722

According to our database1, Martin Lauer authored at least 101 papers between 2000 and 2024.

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Bibliography

2024
Calendar [Calendar].
IEEE Intell. Transp. Syst. Mag., 2024

Adversarial Defense Teacher for Cross-Domain Object Detection under Poor Visibility Conditions.
CoRR, 2024

PITA: Physics-Informed Trajectory Autoencoder.
CoRR, 2024

2023
[Calender].
IEEE Intell. Transp. Syst. Mag., 2023

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

An Approach to Systematic Data Acquisition and Data-Driven Simulation for the Safety Testing of Automated Driving Functions.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

LDFA: Latent Diffusion Face Anonymization for Self-driving Applications.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

[Calendar].
IEEE Intell. Transp. Syst. Mag., 2022

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

A Modern Perspective on Safe Automated Driving for Different Traffic Dynamics Using Constrained Reinforcement Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Real-time Seamless Image Stitching in Autonomous Driving.
Proceedings of the 25th International Conference on Information Fusion, 2022

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

[Calnedar].
IEEE Intell. Transp. Syst. Mag., 2021

Verhaltensentscheidung für automatisierte Fahrzeuge mittels Arbitrationsgraphen.
Autom., 2021

Efficient Sampling in POMDPs with Lipschitz Bandits for Motion Planning in Continuous Spaces.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Joint Learning of Feature Detector and Descriptor for Visual SLAM.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

High-level Decisions from a Safe Maneuver Catalog with Reinforcement Learning for Safe and Cooperative Automated Merging.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Sampling-based Inverse Reinforcement Learning Algorithms with Safety Constraints.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 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

2020
A Collaborative Visual Tracking Architecture for Correlation Filter and Convolutional Neural Network Learning.
IEEE Trans. Intell. Transp. Syst., 2020

Online Multi-Object Tracking Using Joint Domain Information in Traffic Scenarios.
IEEE Trans. Intell. Transp. Syst., 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

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

Decision-Making for Automated Vehicles Using a Hierarchical Behavior-Based Arbitration Scheme.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Fast Lane-Level Intersection Estimation using Markov Chain Monte Carlo Sampling and B-Spline Refinement.
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

ViPNet: An End-to-End 6D Visual Camera Pose Regression Network.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Interaction aware cooperative trajectory planning for lane change maneuvers in dense traffic.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Using the Ferromagnetic Fingerprint of Rails for Velocity Estimation and absolute Localization of Railway Vehicles.
Proceedings of the European Navigation Conference, 2020

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

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

Automatic Generation of Training Data for Image Classification of Road Scenes.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Localization in Aerial Imagery with Grid Maps using LocGAN.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Frog and Blade Based Branching Direction Detection in LiDAR Data.
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



Towards Responsibility-Sensitive Safety of Automated Vehicles with Reachable Set Analysis.
Proceedings of the 2019 IEEE International Conference on Connected Vehicles and Expo, 2019

Learning Path Tracking for Real Car-like Mobile Robots From Simulation.
Proceedings of the 2019 European Conference on Mobile Robots, 2019

2018
Vehicle Tracking at Nighttime by Kernelized Experts With Channel-Wise and Temporal Reliability Estimation.
IEEE Trans. Intell. Transp. Syst., 2018

Tracking Objects with Severe Occlusion by Adaptive Part Filter Modeling - In Traffic Scenes and Beyond.
IEEE Intell. Transp. Syst. Mag., 2018

An Approach to Vehicle Trajectory Prediction Using Automatically Generated Traffic Maps.
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

High Accuracy Estimation of Velocity and Position for Railway Vehicles using Ferromagnetic Inhomogeneities.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Instance Segmentation by Learning Pixel Neighbour Relations with a CNN.
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

Tackling Occlusions & Limited Sensor Range with Set-based Safety Verification.
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

Cooperative Multiple Vehicle Trajectory Planning using MIQP.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Automatic Calibration of Multiple Cameras and Depth Sensors with a Spherical Target.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

LIMO: Lidar-Monocular Visual Odometry.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

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



2017
Detection and Orientation Estimation for Cyclists by Max Pooled Features.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Guided depth upsampling for precise mapping of urban environments.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

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

Online stereo camera calibration from scratch.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

How good is my prediction? Finding a similarity measure for trajectory prediction evaluation.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Momo: Monocular motion estimation on manifolds.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Tracking vulnerable road users with severe occlusion by adaptive part filter modeling.
Proceedings of the 2017 IEEE International Conference on Vehicular Electronics and Safety, 2017

Analysis of Regionlets for Pedestrian Detection.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Joint tracking with event grouping and temporal constraints.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017


2016
A Camera-Based Mobility Aid for Visually Impaired People.
Künstliche Intell., 2016

Model-based rail detection in mobile laser scanning data.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Photometric laser scanner to camera calibration for low resolution sensors.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
A Train Localization Algorithm for Train Protection Systems of the Future.
IEEE Trans. Intell. Transp. Syst., 2015

Robust scale estimation for monocular visual odometry using structure from motion and vanishing points.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Fast Cyclist Detection by Cascaded Detector and Geometric Constraint.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Detection of ascending stairs using stereo vision.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Robust ground plane tracking in cluttered environments from egocentric stereo vision.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

An Intuitive Mobility Aid for Visually Impaired People Based on Stereo Vision.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Track detection in 3D laser scanning data of railway infrastructure.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

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

2013
[Calendar].
IEEE Intell. Transp. Syst. Mag., 2013

Wall Estimation from Stereo Vision in Urban Street Canyons.
Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Reykjavík, Iceland, 29, 2013

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

Panoramic 3D Reconstruction with Three Catadioptric Cameras.
Proceedings of the Intelligent Autonomous Systems 12, 2012

2011
A case study on learning a steering controller from scratch with reinforcement learning.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

Environmental Perception for Intelligent Vehicles Using Catadioptric Stereo Vision Systems.
Proceedings of the 5<sup>th</sup> European Conference on Mobile Robots, 2011

A generative model for 3D urban scene understanding from movable platforms.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Cognitive concepts in autonomous soccer playing robots.
Cogn. Syst. Res., 2010

2008
Learning to dribble on a real robot by success and failure.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

2007
Making a Robot Learn to Play Soccer Using Reward and Punishment.
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007

Reinforcement learning in a nutshell.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

Real-time 3D Ball Recognition using Perspective and Catadioptric Cameras.
Proceedings of the 3rd European Conference on Mobile Robots, 2007

2006
Die Brainstormers: Entwurfsprinzipien lernfähiger autonomer Roboter.
Inform. Spektrum, 2006

Ego-Motion Estimation and Collision Detection for Omnidirectional Robots.
Proceedings of the RoboCup 2006: Robot Soccer World Cup X, 2006

2005
Calculating the Perfect Match: An Efficient and Accurate Approach for Robot Self-localization.
Proceedings of the RoboCup 2005: Robot Soccer World Cup IX, 2005

Modeling Moving Objects in a Dynamically Changing Robot Application.
Proceedings of the KI 2005: Advances in Artificial Intelligence, 2005

2004
Entwicklung eines Monte-Carlo-Verfahrens zum selbständigen Lernen von Gauß-Mischverteilungen.
PhD thesis, 2004

Reinforcement Learning for Stochastic Cooperative Multi-Agent Systems.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
The Smaller the Better: Comparison of Two Approaches for Sales Rate Prediction.
Proceedings of the Advances in Intelligent Data Analysis V, 2003

2002
Sampling Parameters to Estimate a Mixture Distribution with Unknown Size.
Proceedings of the Artificial Neural Networks, 2002

2001
A Mixture Approach to Novelty Detection Using Training Data with Outliers.
Proceedings of the Machine Learning: EMCL 2001, 2001

2000
An Algorithm for Distributed Reinforcement Learning in Cooperative Multi-Agent Systems.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000


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