Daniel Soukup

Orcid: 0000-0002-8279-1031

Affiliations:
  • AIT Austrian Institute of Technology, Vienna


According to our database1, Daniel Soukup authored at least 21 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Encoding Semantic Attributes - Towards Explainable AI in Industry.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

2022
Analysis of the Future Potential of Autoencoders in Industrial Defect Detection.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Autoencoders - A Comparative Analysis in the Realm of Anomaly Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2020
The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

2019
Actual Impact of GAN Augmentation on CNN Classification Performance.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

On the Estimation of the Wasserstein Distance in Generative Models.
Proceedings of the Pattern Recognition, 2019

Single Image Multi-Spectral Photometric Stereo Using a Split U-Shaped CNN.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2017
Mobile hologram verification with deep learning.
IPSJ Trans. Comput. Vis. Appl., 2017

Trainable Regularization for Multi-frame Superresolution.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

2015
Analysis of optically variable devices using a photometric light-field approach.
Proceedings of the Media Watermarking, 2015

Invariant characterization of DOVID security features using a photometric descriptor.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

On Optimal Illumination for DOVID Description Using Photometric Stereo.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Depth and all-in-focus imaging by a multi-line-scan light-field camera.
J. Electronic Imaging, 2014

Depth Estimation within a Multi-Line-Scan Light-Field Framework.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Convolutional Neural Networks for Steel Surface Defect Detection from Photometric Stereo Images.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Shape from Refocus.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Depth and all-in-focus images obtained by multi-line-scan light-field approach.
Proceedings of the Image Processing: Machine Vision Applications VII, 2014

2012
Cross-Channel Co-occurrence Matrices for Robust Characterization of Surface Disruptions in 21/2D Rail Image Analysis.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2009
Demosaicing algorithms for area- and line-scan cameras in print inspection.
J. Vis. Commun. Image Represent., 2009

Semi-automatic identification of print layers from a sequence of sample images: A case study from banknote print inspection.
Image Vis. Comput., 2009

2008
Robust Object Recognition under Partial Occlusions Using NMF.
Comput. Intell. Neurosci., 2008


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