Publications

Junaid Younas; Shoaib Ahmed Siddiqui; Mohsin Munir; Muhammad Imran Malik; Faisal Shafait; Paul Lukowicz; Sheraz Ahmed

Fi-Fo Detector: Figure and Formula Detection Using Deformable Networks

In: Applied Sciences, Vol. 10, No. 18 (6460), Pages 1-16, MDPI, 9/2020.

Angelo Ugenti; Fabio Vulpi; Raúl Domínguez; Florian Cordes; Annalisa Milella; Giulio Reina

On the role of feature and signal selection for terrain learning in planetary exploration robots

In: Journal of Field Robotics (JFR), No. n/a, 12/2021.

Sungho Suh; Paul Lukowicz; Yong Oh Lee

Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks

In: Knowledge-Based Systems (KBS), Vol. 237, Page 107866, Elsevier, 2/2022.

Nijat Mehdiyev; Johannes Lahann; Andreas Emrich; David Enke; Peter Fettke; Peter Loos

Time Series Classification using Deep Learning for Process Planning: A Case from the Process Industry

In: Procedia Computer Science. Complex Adaptive Systems (CAS-2017), USA, Pages 242-249, Vol. 114, 2017.

Sungho Suh; Paul Lukowicz; Yong Oh Lee

Fusion of Global-Local Features for Image Quality Inspection of Shipping Label

In: 2020 25th International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR-2020), January 10-15, Milan, Italy, IEEE, 2021.

Joel Jang; yoonjeon Kim; Kyoungho Choi; Sungho Suh

Sequential targeting: A continual learning approach for data imbalance in text classification

In: Expert Systems with Applications (ESWA), Vol. 179, Page 115067, Elsevier, 10/2021.

Jeremy Paul Coffelt; Amos Smith; Niklas Conen; Peter Kampmann

Segmentation of Multibeam Echosounder Bathymetry and Backscatter

In: OCEANS 2024 Singapore. OCEANS MTS/IEEE Conference (OCEANS-2024), April 14-18, Singapore, Singapore, IEEE, 2024.

Pervaiz Khan; Adread Dengel; Sheraz Ahmed

Medi-CAT: Contrastive Adversarial Training for Medical Image Classification

In: Proceedings of ICAART 2024. International Conference on Agents and Artificial Intelligence (ICAART-2024), February 24-26, Rome, Italy, SCITEPRESS, 2024.

Md Abdul Kadir; Hasan Md Tusfiqur Alam; Pascale Maul; Hans-Jürgen Profitlich; Moritz Wolf; Daniel Sonntag

Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project

3/2024.

Andreas Schliebitz; Heiko Tapken; Martin Atzmueller

Preprocessing Ground-Based Hyperspectral Image Data for Improving CNN-based Classification

In: Michael Leyer; Johannes Wichmann (Hrsg.). Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, Marburg, Germany, October 9-11, 2023. GI-Workshop-Tage "Lernen, Wissen, Daten, Analysen" (LWDA-2023), October 9-11, Marburg, Germany, Pages 399-413, CEUR Workshop Proceedings, Vol. 3630, CEUR-WS.org, 2023.