Fabian Bürger

According to our database, Fabian Bürger authored at least 14 papers between 2013 and 2023.

Collaborative distances:

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

2023

Holistic Parking Slot Detection with Polygon-Shaped Representations.

Lihao Wang, Antonyo Musabini, Christel Leonet, Rachid Benmokhtar, Amaury Breheret, Chaima Yedes, Fabian Bürger, Thomas Boulay, Xavier Perrotton

IROS, 2023

2021

Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS.

Flora Dellinger, Thomas Boulay, Diego Mendoza Barrenechea, Said El-Hachimi, Isabelle Leang, Fabian Bürger

CoRR, 2021

Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving.

Michal Uricár, Ganesh Sistu, Hazem Rashed, Antonín Vobecký, Varun Ravi Kumar, Pavel Krízek, Fabian Bürger, Senthil Kumar Yogamani

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems.

Isabelle Leang, Ganesh Sistu, Fabian Bürger, Andrei Bursuc, Senthil Kumar Yogamani

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric.

Arindam Das, Pavel Krízek, Ganesh Sistu, Fabian Bürger, Sankaralingam Madasamy, Michal Uricár, Varun Ravi Kumar, Senthil Kumar Yogamani

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019

Let's Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving.

Michal Uricár, Ganesh Sistu, Hazem Rashed, Antonín Vobecký, Pavel Krízek, Fabian Bürger, Senthil Kumar Yogamani

CoRR, 2019

2016

An Automatic Representation Optimization and Model Selection Framework for Machine Learning.

Fabian Bürger

PhD thesis, 2016

Understanding the Interplay of Simultaneous Model Selection and Representation Optimization for Classification Tasks.

Fabian Bürger, Josef Pauli

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2015

Automatic Representation and Classifier Optimization for Image-based Object Recognition.

Fabian Bürger, Josef Pauli

Proceedings of the VISAPP 2015, 2015

A Holistic Classification Optimization Framework with Feature Selection, Preprocessing, Manifold Learning and Classifiers.

Fabian Bürger, Josef Pauli

Proceedings of the Pattern Recognition Applications and Methods, 2015

Representation Optimization with Feature Selection and Manifold Learning in a Holistic Classification Framework.

Fabian Bürger, Josef Pauli

Proceedings of the ICPRAM 2015, 2015

2014

Image-based Object Classification of Defects in Steel using Data-driven Machine Learning Optimization.

Fabian Bürger, Christoph Buck, Josef Pauli, Wolfram Luther

Proceedings of the VISAPP 2014, 2014

2013

Unsupervised Segmentation of Anomalies in Sequential Data, Images and Volumetric Data Using Multiscale Fourier Phase-Only Analysis.

Fabian Bürger, Josef Pauli

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Adaptive anomaly detection within near-regular milling textures.

Johannes Herwig, Stephanie Lessmann, Fabian Bürger, Josef Pauli

Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013