Publications
Chapter Books
W. Prummel, J. Giraldo, BN Subudhi, A. Zakharova, T. Bouwmans, "A Transductive and Inductive GNNs for Physical Moving Objects Detection in Surface Scenes for Digital Twins", Digital Twins and Simulation Technology, pages 133-149, 2025.
W. Prummel, J. Giraldo, A. Zakharova, T. Bouwmans, “Graph Neural Networks for Moving Object Detection in Videos", Pattern Recognition and Computer Vision in the New AI Era, Edited by C.H. Chen, World Scientific Publishing, pages 121-143, 2025.
W. Prummel, A. Zhakarova, T. Bouwmans, "Moving Objects Detection for Video Surveillance Applications in Society 5.0", Handbook on Technological Prospects and Social Applications of Society 5.0", Edited by L. Sharma and P. Garg, Taylor and Francis Group, pages 133-144, 2023.
Journal Papers
M. Kapoor, W. Prummel, J.H. Giraldo, B.N. Subudhi, A. Zakharova, T. Bouwmans, A. Bansal, " Graph-based moving object segmentation for underwater videos using semi-supervised learning", Computer Vision and Image Understanding (CVIU), 2025.
Conference Papers
W. Prummel, J. H. Giraldo, A. Zakharova, T. Bouwmans, "Inductive Graph Neural Networks for Moving Object Segmentation", International Conference of Image Processing (ICIP), 2023, Rank B.