Daniel Soukup

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 14

Top Topics

Defect Detection

Photometric Stereo

Convolutional Neural Network

Top Venues

Publications

Sarah Schneider, Doris Antensteiner, Daniel Soukup, Matthias Scheutz
Encoding Semantic Attributes - Towards Explainable AI in Industry. PETRA (2023)
Sarah Schneider, Doris Antensteiner, Daniel Soukup, Matthias Scheutz
Analysis of the Future Potential of Autoencoders in Industrial Defect Detection. VISIGRAPP (4: VISAPP) (2022)
Sarah Schneider, Doris Antensteiner, Daniel Soukup, Matthias Scheutz
Autoencoders - A Comparative Analysis in the Realm of Anomaly Detection. CVPR Workshops (2022)
Daniel Soukup
The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images. ICPRAM (2020)
Doris Antensteiner, Svorad Stolc, Daniel Soukup
Single Image Multi-Spectral Photometric Stereo Using a Split U-Shaped CNN. CVPR Workshops (2019)
Thomas Pinetz, Johannes Ruisz, Daniel Soukup
Actual Impact of GAN Augmentation on CNN Classification Performance. ICPRAM (2019)
Thomas Pinetz, Daniel Soukup, Thomas Pock
On the Estimation of the Wasserstein Distance in Generative Models. GCPR (2019)
Thomas Pinetz, Daniel Soukup, Thomas Pock
On the estimation of the Wasserstein distance in generative models. CoRR (2019)
Daniel Soukup, Reinhold Huber-Mörk
Mobile hologram verification with deep learning. MVA (2017)
Teresa Klatzer, Daniel Soukup, Erich Kobler, Kerstin Hammernik, Thomas Pock
Trainable Regularization for Multi-frame Superresolution. GCPR (2017)
Daniel Soukup, Reinhold Huber-Mörk
Mobile hologram verification with deep learning. IPSJ Trans. Comput. Vis. Appl. 9 (2017)
Daniel Soukup, Svorad Stolc, Reinhold Huber-Mörk
Analysis of optically variable devices using a photometric light-field approach. Media Watermarking, Security, and Forensics (2015)
Daniel Soukup, Svorad Stolc, Reinhold Huber-Mörk
On Optimal Illumination for DOVID Description Using Photometric Stereo. ACIVS (2015)
Svorad Stolc, Daniel Soukup, Reinhold Huber-Mörk
Invariant characterization of DOVID security features using a photometric descriptor. ICIP (2015)
Reinhold Huber-Mörk, Svorad Stolc, Daniel Soukup, Branislav Holländer
Shape from Refocus. ISVC (2) (2014)
Svorad Stolc, Daniel Soukup, Branislav Holländer, Reinhold Huber-Mörk
Depth and all-in-focus imaging by a multi-line-scan light-field camera. J. Electronic Imaging 23 (5) (2014)
Daniel Soukup, Reinhold Huber-Mörk, Svorad Stolc, Branislav Holländer
Depth Estimation within a Multi-Line-Scan Light-Field Framework. ISVC (2) (2014)
Daniel Soukup, Reinhold Huber-Mörk
Convolutional Neural Networks for Steel Surface Defect Detection from Photometric Stereo Images. ISVC (1) (2014)
Svorad Stolc, Reinhold Huber-Mörk, Branislav Holländer, Daniel Soukup
Depth and all-in-focus images obtained by multi-line-scan light-field approach. Image Processing: Machine Vision Applications (2014)
Daniel Soukup, Reinhold Huber-Mörk
Cross-Channel Co-occurrence Matrices for Robust Characterization of Surface Disruptions in 21/2D Rail Image Analysis. ACIVS (2012)
Daniel Soukup, Ulrich Bodenhofer, Markus Mittendorfer-Holzer, Konrad Mayer
Semi-automatic identification of print layers from a sequence of sample images: A case study from banknote print inspection. Image Vis. Comput. 27 (8) (2009)
Dorothea Heiss-Czedik, Reinhold Huber-Mörk, Daniel Soukup, Harald Penz, Beatriz López García
Demosaicing algorithms for area- and line-scan cameras in print inspection. J. Vis. Commun. Image Represent. 20 (6) (2009)
Daniel Soukup, Ivan Bajla
Robust Object Recognition under Partial Occlusions Using NMF. Comput. Intell. Neurosci. 2008 (2008)