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2020 – today
- 2023
[c11]Lihao Wang, Antonyo Musabini
, Christel Leonet, Rachid Benmokhtar, Amaury Breheret, Chaima Yedes, Fabian Bürger, Thomas Boulay, Xavier Perrotton:
Holistic Parking Slot Detection with Polygon-Shaped Representations. IROS 2023: 5797-5803- [i5]Lihao Wang, Antonyo Musabini, Christel Leonet, Rachid Benmokhtar, Amaury Breheret, Chaima Yedes, Fabian Bürger, Thomas Boulay, Xavier Perrotton:
Holistic Parking Slot Detection with Polygon-Shaped Representations. CoRR abs/2310.11629 (2023) - 2021
- [c10]Michal Uricár, Ganesh Sistu, Hazem Rashed, Antonín Vobecký, Varun Ravi Kumar, Pavel Krízek, Fabian Bürger, Senthil Kumar Yogamani:
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving. WACV 2021: 766-775 - [i4]Flora Dellinger, Thomas Boulay, Diego Mendoza Barrenechea, Said El-Hachimi, Isabelle Leang, Fabian Bürger:
Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS. CoRR abs/2101.07831 (2021) - 2020
- [c9]Arindam Das, Pavel Krízek, Ganesh Sistu, Fabian Bürger, Sankaralingam Madasamy, Michal Uricár, Varun Ravi Kumar, Senthil Kumar Yogamani:
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric. ITSC 2020: 1-6 - [c8]Isabelle Leang, Ganesh Sistu, Fabian Bürger, Andrei Bursuc, Senthil Kumar Yogamani:
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems. ITSC 2020: 1-8 - [i3]Isabelle Leang, Ganesh Sistu, Fabian Bürger, Andrei Bursuc, Senthil Kumar Yogamani:
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems. CoRR abs/2001.02223 (2020) - [i2]Arindam Das, Pavel Krízek, Ganesh Sistu, Fabian Bürger, Sankaralingam Madasamy, Michal Uricár, Varun Ravi Kumar, Senthil Kumar Yogamani:
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric. CoRR abs/2007.00801 (2020)
2010 – 2019
- 2019
- [i1]Michal Uricár, Ganesh Sistu, Hazem Rashed, Antonín Vobecký, Pavel Krízek, Fabian Bürger, Senthil Kumar Yogamani:
Let's Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving. CoRR abs/1912.02249 (2019) - 2016
- [b1]Fabian Bürger:
An Automatic Representation Optimization and Model Selection Framework for Machine Learning. University of Duisburg-Essen, Germany, 2016 - [c7]Fabian Bürger, Josef Pauli:
Understanding the Interplay of Simultaneous Model Selection and Representation Optimization for Classification Tasks. ICPRAM 2016: 283-290 - 2015
- [c6]Fabian Bürger, Josef Pauli:
Representation Optimization with Feature Selection and Manifold Learning in a Holistic Classification Framework. ICPRAM (1) 2015: 35-44 - [c5]Fabian Bürger, Josef Pauli:
A Holistic Classification Optimization Framework with Feature Selection, Preprocessing, Manifold Learning and Classifiers. ICPRAM (Selected Papers) 2015: 52-68 - [c4]Fabian Bürger, Josef Pauli:
Automatic Representation and Classifier Optimization for Image-based Object Recognition. VISAPP (2) 2015: 542-550 - 2014
- [c3]Fabian Bürger, Christoph Buck, Josef Pauli, Wolfram Luther:
Image-based Object Classification of Defects in Steel using Data-driven Machine Learning Optimization. VISAPP (2) 2014: 143-152 - 2013
- [c2]Johannes Herwig, Stephanie Lessmann, Fabian Bürger, Josef Pauli:
Adaptive anomaly detection within near-regular milling textures. ISPA 2013: 113-118 - [c1]Fabian Bürger, Josef Pauli:
Unsupervised Segmentation of Anomalies in Sequential Data, Images and Volumetric Data Using Multiscale Fourier Phase-Only Analysis. SCIA 2013: 44-53
Coauthor Index
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