Michael Weber

According to our database, Michael Weber authored at least 21 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Adversarial Vulnerability of Temporal Feature Networks for Object Detection.

Svetlana Pavlitskaya, Nikolai Polley, Michael Weber, J. Marius Zöllner

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety.

Sebastian Houben, Stephanie Abrecht, Maram Akila, Andreas Bär, Felix Brockherde, Patrick Feifel, Tim Fingscheidt, Sujan Sai Gannamaneni, Seyed Eghbal Ghobadi, Ahmed Hammam, Anselm Haselhoff, Felix Hauser, Christian Heinzemann, Marco Hoffmann, Nikhil Kapoor, Falk Kappel, Marvin Klingner, Jan Kronenberger, Fabian Küppers, Jonas Löhdefink, Michael Mlynarski, Michael Mock, Firas Mualla, Svetlana Pavlitskaya, Maximilian Poretschkin, Alexander Pohl, Varun Ravi Kumar, Julia Rosenzweig, Matthias Rottmann, Stefan Rüping, Timo Sämann, Jan David Schneider, Elena Schulz, Gesina Schwalbe, Joachim Sicking, Toshika Srivastava, Serin Varghese, Michael Weber, Sebastian Wirkert, Tim Wirtz, Matthias Woehrle

CoRR, 2021

Temporal Feature Networks for CNN based Object Detection.

Michael Weber, Tassilo Wald, J. Marius Zöllner

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2020

Runtime Optimization of a CNN Model for Environment Perception.

Michael Weber, Christof Wendenius, J. Marius Zöllner

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Automated Focal Loss for Image based Object Detection.

Michael Weber, Michael Fürst, J. Marius Zöllner

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Using Mixture of Expert Models to Gain Insights into Semantic Segmentation.

Svetlana Pavlitskaya, Christian Hubschneider, Michael Weber, Ruby Moritz, Fabian Hüger, Peter Schlicht, J. Marius Zöllner

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Direct 3D Detection of Vehicles in Monocular Images with a CNN based 3D Decoder.

Michael Weber, Michael Fürst, J. Marius Zöllner

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Beyond Bounding Boxes: Using Bounding Shapes for Real-Time 3D Vehicle Detection from Monocular RGB Images.

Nils Gählert, Jun-Jun Wan, Michael Weber, J. Marius Zöllner, Uwe Franke, Joachim Denzler

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

CNN based Multi-View Object Detection and Association.

Michael Weber, Lucas Volkert, Christian Hubschneider, J. Marius Zöllner

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving.

Marvin Teichmann, Michael Weber, J. Marius Zöllner, Roberto Cipolla, Raquel Urtasun

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

HDTLR: A CNN based Hierarchical Detector for Traffic Lights.

Michael Weber, Matthias Huber, J. Marius Zöllner

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Towards Large Scale Urban Traffic Reference Data: Smart Infrastructure in the Test Area Autonomous Driving Baden-Württemberg.

Tobias Fleck, Karam Daaboul, Michael Weber, Philip Schörner, Marek Wehmer, Jens Doll, Stefan Orf, Nico Sußmann, Christian Hubschneider, Marc René Zofka, Florian Kuhnt, Ralf Kohlhaas, Ingmar Baumgart, Raoul Zöllner, J. Marius Zöllner

Proceedings of the Intelligent Autonomous Systems 15, 2018

2017

Estimating high definition map parameters with convolutional neural networks.

Sebastian Bittel, Timo Rehfeld, Michael Weber, J. Marius Zöllner

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Learning how to drive in a real world simulation with deep Q-Networks.

Peter Wolf, Christian Hubschneider, Michael Weber, André Bauer, Jonathan Härtl, Fabian Durr, Johann Marius Zöllner

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Fully convolutional neural networks for dynamic object detection in grid maps.

Florian Piewak, Timo Rehfeld, Michael Weber, Johann Marius Zöllner

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Learning temporal features with CNNs for monocular visual ego motion estimation.

Michael Weber, Christoph Rist, J. Marius Zöllner

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Adding navigation to the equation: Turning decisions for end-to-end vehicle control.

Christian Hubschneider, André Bauer, Michael Weber, J. Marius Zöllner

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Integrating end-to-end learned steering into probabilistic autonomous driving.

Christian Hubschneider, André Bauer, Jens Doll, Michael Weber, Sebastian Klemm, Florian Kuhnt, J. Marius Zöllner

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016

Towards a framework for end-to-end control of a simulated vehicle with spiking neural networks.

Jacques Kaiser, Juan Camilo Vasquez Tieck, Christian Hubschneider, Peter Wolf, Michael Weber, Michael Hoff, Alexander Friedrich, Konrad Wojtasik, Arne Roennau, Ralf Kohlhaas, Rüdiger Dillmann, Johann Marius Zöllner

Proceedings of the 2016 IEEE International Conference on Simulation, 2016

DeepTLR: A single deep convolutional network for detection and classification of traffic lights.

Michael Weber, Peter Wolf, J. Marius Zöllner

Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Autonomous multi-story navigation for valet parking.

Sebastian Klemm, Marc Essinger, Jan Oberländer, Marc Rene Zofka, Florian Kuhnt, Michael Weber, Ralf Kohlhaas, Alexander Kohs, Arne Roennau, Thomas Schamm, Johann Marius Zöllner

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016