Fabian Bürger

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 10

Top Venues

CoRR

ITSC

VISAPP (2)

ICPRAM (Selected Papers)

University of Duisburg-Essen, Germany (PHD)

Education History

University of Duisburg-Essen, Germany

PHD

Publications

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 (2023)
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)
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 (2021)
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)
Isabelle Leang, Ganesh Sistu, Fabian Bürger, Andrei Bursuc, Senthil Kumar Yogamani
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems. CoRR (2020)
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 (2020)
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)
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)
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 (2019)
Fabian Bürger, Josef Pauli
Understanding the Interplay of Simultaneous Model Selection and Representation Optimization for Classification Tasks. ICPRAM (2016)
Fabian Bürger, Josef Pauli
A Holistic Classification Optimization Framework with Feature Selection, Preprocessing, Manifold Learning and Classifiers. ICPRAM (Selected Papers) (2015)
Fabian Bürger, Josef Pauli
Automatic Representation and Classifier Optimization for Image-based Object Recognition. VISAPP (2) (2015)
Fabian Bürger, Josef Pauli
Representation Optimization with Feature Selection and Manifold Learning in a Holistic Classification Framework. ICPRAM (1) (2015)
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)
Johannes Herwig, Stephanie Lessmann, Fabian Bürger, Josef Pauli
Adaptive anomaly detection within near-regular milling textures. ISPA (2013)
Fabian Bürger, Josef Pauli
Unsupervised Segmentation of Anomalies in Sequential Data, Images and Volumetric Data Using Multiscale Fourier Phase-Only Analysis. SCIA (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabian Bürger