Fabian Bürger

18 papers A 2C 2Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2023 A conf
Holistic Parking Slot Detection with Polygon-Shaped Representations.
IROS
Lihao Wang, Antonyo Musabini, Christel Leonet, Rachid Benmokhtar, Amaury Breheret, Chaima Yedes, Fabian Bürger, Thomas Boulay, Xavier Perrotton
2023 J jnl
Holistic Parking Slot Detection with Polygon-Shaped Representations.
CoRR
Lihao Wang, Antonyo Musabini, Christel Leonet, Rachid Benmokhtar, Amaury Breheret, Chaima Yedes, Fabian Bürger, Thomas Boulay, Xavier Perrotton
2021 A conf
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving.
WACV
Michal Uricár, Ganesh Sistu, Hazem Rashed, Antonín Vobecký, Varun Ravi Kumar, Pavel Krízek, Fabian Bürger, Senthil Kumar Yogamani
2021 J jnl
Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS.
CoRR
Flora Dellinger, Thomas Boulay, Diego Mendoza Barrenechea, Said El-Hachimi, Isabelle Leang, Fabian Bürger
2020 — conf
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems.
ITSC
Isabelle Leang, Ganesh Sistu, Fabian Bürger, Andrei Bursuc, Senthil Kumar Yogamani
2020 J jnl
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems.
CoRR
Isabelle Leang, Ganesh Sistu, Fabian Bürger, Andrei Bursuc, Senthil Kumar Yogamani
2020 — conf
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric.
ITSC
Arindam Das, Pavel Krízek, Ganesh Sistu, Fabian Bürger, Sankaralingam Madasamy, Michal Uricár, Varun Ravi Kumar, Senthil Kumar Yogamani
2020 J jnl
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric.
CoRR
Arindam Das, Pavel Krízek, Ganesh Sistu, Fabian Bürger, Sankaralingam Madasamy, Michal Uricár, Varun Ravi Kumar, Senthil Kumar Yogamani
2019 J jnl
Let's Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving.
CoRR
Michal Uricár, Ganesh Sistu, Hazem Rashed, Antonín Vobecký, Pavel Krízek, Fabian Bürger, Senthil Kumar Yogamani
2017 — conf
Combined High-Resolution Imaging and Spectroscopy System - A Versatile and Multi-modal Metrology Platform.
PHOTOPTICS
Tobias Hegemann, Fabian Bürger, Josef Pauli
2016 — —
An Automatic Representation Optimization and Model Selection Framework for Machine Learning.
Fabian Bürger
2016 C conf
Understanding the Interplay of Simultaneous Model Selection and Representation Optimization for Classification Tasks.
ICPRAM
Fabian Bürger, Josef Pauli
2015 — conf
A Holistic Classification Optimization Framework with Feature Selection, Preprocessing, Manifold Learning and Classifiers.
ICPRAM (Selected Papers)
Fabian Bürger, Josef Pauli
2015 — conf
Automatic Representation and Classifier Optimization for Image-based Object Recognition.
VISAPP (2)
Fabian Bürger, Josef Pauli
2015 — conf
Representation Optimization with Feature Selection and Manifold Learning in a Holistic Classification Framework.
ICPRAM (1)
Fabian Bürger, Josef Pauli
2014 — conf
Image-based Object Classification of Defects in Steel using Data-driven Machine Learning Optimization.
VISAPP (2)
Fabian Bürger, Christoph Buck, Josef Pauli, Wolfram Luther
2013 C conf
Adaptive anomaly detection within near-regular milling textures.
ISPA
Johannes Herwig, Stephanie Lessmann, Fabian Bürger, Josef Pauli
2013 — conf
Unsupervised Segmentation of Anomalies in Sequential Data, Images and Volumetric Data Using Multiscale Fourier Phase-Only Analysis.
SCIA
Fabian Bürger, Josef Pauli