Publications
Chapter Books
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, September 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, 2023.
Journal Papers
V. M. Scarrica, W. Prummel, T. Bouwmans, A. Staiano, A. Zakharova, "An Inductive Tracker Ensemble GCN-based Approach for Multiple Object Tracking", NeuroComputing, In Review 2024.
M. Kapoor, W. Prummel, J.H. Giraldo, B.N. Subudhi, A. Zakharova, T. Bouwmans, A. Bansal, " Graph-based moving object segmentation for underwater videos.", Computer Vision and Image Understanding (CVIU), In review 2024.
W. Prummel, J.H. Giraldo, A. Zakharova, T. Bouwmans, "An Inductive GCN-based approach for Moving Object Segmentation", Under preparation 2024.
W. Prummel, N.Rendon, J.H. Giraldo, C. Isaza, A. Zakharova, T. Bouwmans, "An Inductive GCN-based approach for Eco-acoustic Landscape Transformation Classification", Under preparation 2024.
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.