Publications in DIVID

• Automated detection and segmentation of cracks in concrete surfaces using joined segmentation and classification deep neural network

  Domen Tabernik, Matic Šuc, and Danijel Skočaj

  Construction and Building Materials, 2023
• Reconstruction by inpainting for visual anomaly detection

  Vitjan Zavrtanik, Matej Kristan, and Danijel Skočaj

  Pattern Recognition, Elsevier, 2021
• Mixed supervision for surface-defect detection: from weakly to fully supervised learning

  Jakob Božič, Domen Tabernik, and Danijel Skočaj

  Computers in Industry, Elsevier, 2021
• Segmentation-Based Deep-Learning Approach for Surface-Defect Detection

  Domen Tabernik, Samo Šela, Jure Skvarč, and Danijel Skočaj

  Journal of Intelligent Manufacturing, 2020
• A segmentation-based approach for polyp counting in the wild

  Vitjan Zavrtanik, Martin Vodopivec, and Matej Kristan

  Engineering Applications of Artificial Intelligence, Elsevier, 2020
• Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks

  Domen Tabernik, Matej Kristan, and Aleš Leonardis

  International Journal of Computer Vision, 2020
• Deep Learning for Large-Scale Traffic-Sign Detection and Recognition

  Domen Tabernik and Danijel Skočaj

  Transactions on Intelligent Transportation Systems, IEEE, 2019
• Video-Based Ski Jump Style Scoring from Pose Trajectory

  Dejan Štepec and Danijel Skočaj

  IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2022
• Analiza robustnosti globokih nenadzorovanih metod za detekcijo vizualnih anomalij

  Jakob Božič, Vitjan Zavrtanik, and Danijel Skočaj

  ERK, 2021
• DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection

  Vitjan Zavrtanik, Matej Kristan, and Danijel Skočaj

  ICCV 2021, 2021
• O klasifikaciji slik v ne-enolično določljive razrede

  Jon Natanael Muhovič, Domen Tabernik, and Danijel Skočaj

  ERK, 2020
• End-to-end training of a two-stage neural network for defect detection

  Jakob Božič, Domen Tabernik, and Danijel Skočaj

  ICPR, 2020
• Deep-learning-based computer vision system for surface-defect detection

  Domen Tabernik, Samo Šela, Jure Skvarč, and Danijel Skočaj

  Proceedings of the 12th International Conference on Computer Vision Systems, 2019
• Fully supervised and point-supervised ship detection using center prediction, LUVSS-2021-11

  Domen Tabernik, Jon Muhovič, and Danijel Skočaj

  Technical Report, 2021