Thèse Jhony Giraldo

Chapter (2)

J. Giraldo, T. Bouwmans, “Moving Objects Detection in Video Processing: A Graph Signal Processing Approach for Background Subtraction”, Chapter 15, Handbook on "Artificial Intelligence Technologies, Applications, and Challenges", Edited by L. Sharma, P. Garg, CRC Press, Taylor and Francis Group, November 2021.

J. Giraldo, H. Le, T. Bouwmans, "Deep Learning based Background Subtraction: A Systematic Survey", 6th Handbook of Pattern Recognition and Computer Vision, World Scientific Publishing, March 2020.

Journal (2)

J. Giraldo, A. Mahmood, B. Garcia-Garcia, D. Thanou, T. Bouwmans, "Reconstruction of Time-varying Graph Signals via Sobolev Smoothness", IEEE Transactions on Signal and Information Processing Over Networks, March 2022.

J. Giraldo, S. Javed, T. Bouwmans, "Graph Moving Object Segmentation", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.

Conference (6)

A. Mondal, R. Shashant, J. Giraldo, T. Bouwmans, A. Chowdhury, "Moving Object Detection for Event-based Vision using Graph Spectral Clustering", First Workshop on "When Graph Signal Processing meets Computer Vision", ICCV 2021, Montréal, Canada, October 2021.

J. Giraldo, S. Javed, N. Werghi, T. Bouwmans, "Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos", Fourth Workshop on Robust Subspace Learning and Computer Vision, ICCV 2021, Montréal, Canada, October 2021.

M. Sultana, T. Bouwmans, J. Giraldo, S. Jung, "Robust Foreground Segmentation in RGBD Data From Complex Scenes using Adversarial Networks", International Workshop on Frontiers of Computer Vision, IW-FCV 2021, Daegu, South Korea, February 2021.

J. Giraldo, S. Javed, M. Sultana, S. Jung, T. Bouwmans, "The Emerging Field of Graph Signal Processing for Moving Object Segmentation", International Workshop on Frontiers of Computer Vision, IW-FCV 2021, Daegu, South Korea, February 2021.

J. Giraldo, T. Bouwmans, "GraphBGS: Background Subtraction via Recovery of Graph Signals", International Conference on Pattern Recognition, ICPR 2020, Milan, Italy, January 2021.

J. Giraldo, T. Bouwmans, "Semi-Supervised Background Subtraction of Unseen Videos: Minimization of The Total Variation of Graph Signals", IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, UAE, October 2020.