Publications

(2021). Embedding group and obstacle information in lstm networks for human trajectory prediction in crowded scenes. Computer Vision and Image Understanding.
(2021). DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders. Proceedings of the IEEE/CVF International Conference on Computer Vision.
(2021). Ag-gan: An attentive group-aware gan for pedestrian trajectory prediction. 2020 25th International Conference on Pattern Recognition (ICPR).
(2020). On simulating and predicting pedestrian trajectories in a crowd. Università degli studi di Trento.
(2020). Dynamic camera reconfiguration with reinforcement learning and stochastic methods for crowd surveillance. Sensors.
(2019). Virtual crowds: An LSTM-based framework for crowd simulation. Image Analysis and Processing–ICIAP 2019: 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part I 20.
(2019). Camera network optimization: maximize coverage in a 3D virtual environment. Proceedings of the 13th International Conference on Distributed Smart Cameras.
(2018). Virtual camera modeling for multi-view simulation of surveillance scenes. 2018 26th European Signal Processing Conference (EUSIPCO).
(2018). On modeling and analyzing crowds from videos. Computer Vision for Assistive Healthcare.
(2018). Group lstm: Group trajectory prediction in crowded scenarios. Proceedings of the European conference on computer vision (ECCV) workshops.