Jürgen Lüttin

Orcid: 0009-0008-5538-2516

Affiliations:
  • Bosch Corporate Research, Renningen, Germany
  • Ascom Systec AG, Switzerland (former)
  • Idiap Research Institute, Martigny, Switzerland (former)
  • University of Sheffield, Department of Electronic and Electrical Engineering, UK (former, PhD 1997)


According to our database1, Jürgen Lüttin authored at least 43 papers between 1996 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
SemanticFormer: Holistic and Semantic Traffic Scene Representation for Trajectory Prediction Using Knowledge Graphs.
IEEE Robotics Autom. Lett., September, 2024

SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction.
CoRR, 2024

2023
Knowledge Graph-Based Integration of Autonomous Driving Datasets.
Int. J. Semantic Comput., June, 2023

Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

nuScenes Knowledge Graph - A comprehensive semantic representation of traffic scenes for trajectory prediction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A Survey on Knowledge Graph-Based Methods for Automated Driving.
Proceedings of the Knowledge Graphs and Semantic Web, 2022

Relation-based Motion Prediction using Traffic Scene Graphs.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Knowledge Graphs for Automated Driving.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2022

2021
Towards a Rule-based Approach for Estimating the Situation Difficulty in Driving Scenarios.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Towards a knowledge graph-based approach for context-aware points-of-interest recommendations.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Embedding Taxonomical, Situational or Sequential Knowledge Graph Context for Recommendation Tasks.
Proceedings of the Further with Knowledge Graphs, 2021

RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings.
Proceedings of the Semantic Web - 18th International Conference, 2021

A Knowledge Graph-Based Approach for Situation Comprehension in Driving Scenarios.
Proceedings of the Semantic Web - 18th International Conference, 2021

2019
Future of in-vehicle recommendation systems @ Bosch.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

2003
Automatic facial expression analysis: a survey.
Pattern Recognit., 2003

2002
Editorial.
EURASIP J. Adv. Signal Process., 2002

2001
A new normalization technique for cursive handwritten words.
Pattern Recognit. Lett., 2001

Large-vocabulary audio-visual speech recognition: a summary of the Johns Hopkins Summer 2000 Workshop.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

A Comparison Of Model And Transform-Based Visual Features For Audio-Visual LVCSR.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Hierarchical discriminant features for audio-visual LVCSR.
Proceedings of the IEEE International Conference on Acoustics, 2001

Asynchronous stream modeling for large vocabulary audio-visual speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2001

Weighting schemes for audio-visual fusion in speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Audio-Visual Speech Modeling for Continuous Speech Recognition.
IEEE Trans. Multim., 2000

Recognition of Asymmetric Facial Action Unit Activities and Intensities.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Extraction of articulators in x-ray image sequences.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Robust person verification based on speech and facial images.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Experimental evaluation of text-independent speaker verification on laboratory and field test databases in the M2VTS project.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999


Audio-Visual Person Verification.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Evaluating the complexity of databases for person identification and verification.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999

1998
Using the multi-stream approach for continuous audio-visual speech recognition: experiments on the M2VTS database.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Continuous Audio-Visual Speech Recognition.
Proceedings of the Computer Vision, 1998

1997
Acoustic-labial speaker verification.
Pattern Recognit. Lett., 1997

Speechreading using Probabilistic Models.
Comput. Vis. Image Underst., 1997

Towards speaker independent continuous speechreading.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Integrating acoustic and labial information for speaker identification and verification.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

1996
Speaker identification by lipreading.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Speechreading using shape and intensity information.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Learning to recognise talking faces.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Locating and tracking facial speech features.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Visual speech recognition using active shape models and hidden Markov models.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Statistical LIP modelling for visual speech recognition.
Proceedings of the 8th European Signal Processing Conference, 1996


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