Christian Müller

Orcid: 0000-0002-3216-8516

Affiliations:
  • German Research Institute for Artificial Intelligence (DFKI), Saarbrücken, Germany


According to our database1, Christian Müller authored at least 75 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Safeguarding the V2X Pathways: Exploring the Cybersecurity Landscape Through Systematic Review.
IEEE Access, 2024

HD-VoxelFlex: Flexible High-Definition Voxel Grid Representation.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Context-empowered Visual Attention Prediction in Pedestrian Scenarios.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Point Cloud Neighborhood Estimation Method Using Deep Neuro-Evolution.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Deep Distance Metric Learning for Similarity Preserving Embedding of Point Clouds.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Cross-Cultural Behavior Analysis of Street-Crossing Pedestrians in Japan and Germany.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Uncertainty-Aware Pseudo Labels for Domain Adaptation in Pedestrian Trajectory Prediction.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Striving for Less: Minimally-Supervised Pseudo-Label Generation for Monocular Road Segmentation.
IEEE Robotics Autom. Lett., 2022

2021
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters.
CoRR, 2021

HAIL: Modular Agent-Based Pedestrian Imitation Learning.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

Pedestrian Behavior in Japan and Germany: A Review.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2020
Uncertainty Quantification and Calibration of Imitation Learning Policy in Autonomous Driving.
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

M2P3: multimodal multi-pedestrian path prediction by self-driving cars with egocentric vision.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

InfoSalGAIL: Visual Attention-empowered Imitation Learning of Pedestrian Behavior in Critical Traffic Scenarios.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

2019
CriSGen: Constraint-Based Generation of Critical Scenarios for Autonomous Vehicles.
Proceedings of the Formal Methods. FM 2019 International Workshops, 2019

Capturing Subtle Motion Differences of Pedestrian Street Crossings.
Proceedings of the 32nd International Conference on Computer Animation and Social Agents, 2019

2018
Toward a Methodology for Training with Synthetic Data on the Example of Pedestrian Detection in a Frame-by-Frame Semantic Segmentation Task.
Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, 2018

How Machine Perception Relates to Human Perception: Visual Saliency and Distance in a Frame-by-Frame Semantic Segmentation Task for Highly/Fully Automated Driving.
Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, 2018

2016
Incorporating the Driver's Focus of Attention into Automotive Applications in Real Traffic and in Simulator Setups.
Proceedings of the 12th International Conference on Intelligent Environments, 2016

2015
SiAM - Situation-Adaptive Multimodal Interaction for Innovative Mobility Concepts of the Future.
Proceedings of the 2015 International Conference on Intelligent Environments, 2015

Tailoring mobile apps for safe on-road usage: how an interaction concept enables safe interaction with hotel booking, news, Wolfram Alpha and Facebook.
Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2015

2014
EyeVIUS: Intelligent Vehicles in Intelligent Urban Spaces.
Proceedings of the Adjunct Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Seattle, WA, USA, September 17, 2014

2013
Paralinguistics in speech and language - State-of-the-art and the challenge.
Comput. Speech Lang., 2013

Multimodale Dialogsysteme für Interaktive Anwendungen im Fahrzeug.
Autom., 2013

Evaluation of Speech Dialog Strategies for Internet Applications in the Car.
Proceedings of the SIGDIAL 2013 Conference, 2013

Assisting the Driver with Distance Estimation: Usability Evaluation of Graphical Presentation Alternatives for Local Traffic Events.
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

What, Where, and When? Intelligent Presentation Management for Automotive Human Machine Interfaces and Its Application.
Proceedings of the Human Interface and the Management of Information. Information and Interaction for Health, Safety, Mobility and Complex Environments, 2013

Measuring linguistically-induced cognitive load during driving using the ConTRe task.
Proceedings of the Automotive User Interfaces and Interactive Vehicular Applications, 2013

2012
Development of Speech-Based In-Car HMI Concepts for Information Exchange Internet Apps.
Proceedings of the Natural Interaction with Robots, 2012

Mobile texting: can post-ASR correction solve the issues? an experimental study on gain vs. costs.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Using natural footstep-accurate traces for indoor positioning evaluation.
Proceedings of the 2012 International Conference on Indoor Positioning and Indoor Navigation, 2012

Personalized In-Vehicle Information Systems: Building an Application Infrastructure for Smart Cars in Smart Spaces.
Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

3D Objekt Kategorisierung in häuslichen Umgebungen.
Proceedings of the Informatiktage 2012, 2012

A Graph-search Approach on Resource-constrained Scheduling Problems and its Application to Advanced Driver Assistance Systems.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

Combining Uniform and Heuristic Search: Solving DSSSP with Restricted Knowledge of Graph Topology.
Proceedings of the Agents and Artificial Intelligence - 4th International Conference, 2012

A Combined Uniform and Heuristic Search Algorithm for Maintaining Shortest Paths on Fully Dynamic Graphs.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

Multimodal reference resolution for mobile spatial interaction in urban environments.
Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2012

Physical and spiritual proximity: linking Car2X communication with online social networks.
Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2012

2011
Assessment of a User's Time Pressure and Cognitive Load on the Basis of Features of Speech.
Proceedings of the Resource-Adaptive Cognitive Processes, 2011

Multimodal Input in the Car, Today and Tomorrow.
IEEE Multim., 2011

Geremin": 2D microgestures for drivers based on electric field sensing.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

MIAA 2011: multimodal interaction for the intelligent environment car.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Multimodal conspicuity-enhancement for e-bikes: the hybrid reality model of environment transformation.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Determining human-centered parameters of ergonomic micro-gesture interaction for drivers using the theater approach.
Proceedings of the Automotive User Interfaces and Interactive Vehicular Applications, 2011

The automotive ontology: managing knowledge inside the vehicle and sharing it between cars.
Proceedings of the Automotive User Interfaces and Interactive Vehicular Applications, 2011

2010
UbiSpot - A user trained always best positioned engine for mobile phones.
Proceedings of the Ubiquitous Positioning Indoor Navigation and Location Based Service, 2010

2nd multimodal interfaces for automotive applications (MIAA 2010).
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Local danger warnings for drivers: the effect of modality and level of assistance on driver reaction.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

The INTERSPEECH 2010 paralinguistic challenge.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Automatic speaker age and gender recognition in the car for tailoring dialog and mobile services.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Multimodal dialog in the car: combining speech and turn-and-push dial to control comfort functions.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Combining regression and classification methods for improving automatic speaker age recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010

What if it Suddenly Fails? Behavioral Aspects of Advanced Driver Assistant Systems on the Example of Local Danger Alerts.
Proceedings of the ECAI 2010, 2010

Making use of drivers' glances onto the screen for explicit gaze-based interaction.
Proceedings of 2nd International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2010

This Is Me: Using Ambient Voice Patterns for In-Car Positioning.
Proceedings of the Ambient Intelligence, 2010

2009
Prosodic and other Long-Term Features for Speaker Diarization.
IEEE Trans. Speech Audio Process., 2009

Multimodal interfaces for automotive applications (MIAA).
Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

Fusing short term and long term features for improved speaker diarization.
Proceedings of the IEEE International Conference on Acoustics, 2009

Towards system-mediated car passenger communication.
Proceedings of 1st International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2009

On timing and modality choice with local danger warnings for drivers.
Proceedings of 1st International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2009

Multilingual speaker age recognition: Regression analyses on the Lwazi corpus.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008
The ICSI 2007 language recognition system.
Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008

Speech-overlapped acoustic event detection for automotive applications.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2007
A Study of Acoustic Correlates of Speaker Age.
Proceedings of the Speaker Classification II, 2007

Combining short-term cepstral and long-term pitch features for automatic recognition of speaker age.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Comparison of Four Approaches to Age and Gender Recognition for Telephone Applications.
Proceedings of the IEEE International Conference on Acoustics, 2007

A fast-match approach for robust, faster than real-time speaker diarization.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
Zweistufige kontextsensitive Sprecherklassifikation am Beispiel von Alter und Geschlecht.
PhD thesis, 2006

Automatic recognition of speakers' age and gender on the basis of empirical studies.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Two-layered speaker classification using dynamic bayesian networks.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

2005
Recognition of Psychologically Relevant Aspects of Context on the Basis of Features of Speech.
Proceedings of the IJCAI-05 Workshop on Modeling and Retrieval of Context Edinburgh, July 31, 2005

2004
The connected user interface: realizing a personal situated navigation service.
Proceedings of the 9th International Conference on Intelligent User Interfaces, 2004

2003
Exploiting speech for recognizing elderly users to respond to their special needs.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2001
Recognizing Time Pressure and Cognitive Load on the Basis of Speech: An Experimental Study.
Proceedings of the User Modeling 2001, 8th International Conference, 2001


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