Social and scene-aware trajectory prediction in crowded spaces M Lisotto, P Coscia, L Ballan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 78 | 2019 |
Multiple Ornstein–Uhlenbeck processes for maritime traffic graph representation P Coscia, P Braca, LM Millefiori, FAN Palmieri, P Willett IEEE Transactions on Aerospace and Electronic Systems 54 (5), 2158-2170, 2018 | 68 | 2018 |
Long-term path prediction in urban scenarios using circular distributions P Coscia, F Castaldo, FAN Palmieri, A Alahi, S Savarese, L Ballan Image and Vision Computing 69, 81-91, 2018 | 51 | 2018 |
How many observations are enough? knowledge distillation for trajectory forecasting A Monti, A Porrello, S Calderara, P Coscia, L Ballan, R Cucchiara Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 40 | 2022 |
Knowledge distillation for action anticipation via label smoothing G Camporese, P Coscia, A Furnari, GM Farinella, L Ballan 2020 25th international conference on pattern recognition (ICPR), 3312-3319, 2021 | 38 | 2021 |
Goal-driven self-attentive recurrent networks for trajectory prediction LF Chiara, P Coscia, S Das, S Calderara, R Cucchiara, L Ballan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 35 | 2022 |
AC-VRNN: Attentive Conditional-VRNN for multi-future trajectory prediction A Bertugli, S Calderara, P Coscia, L Ballan, R Cucchiara Computer Vision and Image Understanding 210, 103245, 2021 | 23 | 2021 |
Point-based path prediction from polar histograms P Coscia, F Castaldo, FAN Palmieri, L Ballan, A Alahi, S Savarese 2016 19th international conference on information fusion (FUSION), 1961-1967, 2016 | 21 | 2016 |
Slowfast rolling-unrolling lstms for action anticipation in egocentric videos N Osman, G Camporese, P Coscia, L Ballan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 19 | 2021 |
Early pedestrian intent prediction via features estimation N Osman, E Cancelli, G Camporese, P Coscia, L Ballan 2022 IEEE International Conference on Image Processing (ICIP), 3446-3450, 2022 | 8 | 2022 |
Unsupervised maritime traffic graph learning with mean-reverting stochastic processes P Coscia, FAN Palmieri, P Braca, LM Millefiori, P Willett 2018 21st International Conference on Information Fusion (FUSION), 1822-1828, 2018 | 7 | 2018 |
3-d hand pose estimation from kinect’s point cloud using appearance matching P Coscia, FAN Palmieri, F Castaldo, A Cavallo Advances in Neural Networks: Computational Intelligence for ICT, 37-45, 2016 | 7 | 2016 |
Maritime traffic representation based on sea-lanes graph construction criteria using multiple Ornstein-Uhlenbeck processes P Coscia, P Braca, LM Millefiori, F Palmieri, P Willett IEEE Transactions on Aerospace and Electronic Systems, to be published, 2018 | 5 | 2018 |
A CNN-RNN framework for image annotation from visual cues and social network metadata T Tesan, P Coscia, L Ballan 2020 25th International Conference on Pattern Recognition (ICPR), 231-238, 2021 | 4 | 2021 |
Linear artificial forces for human dynamics in complex contexts P Coscia, L Ballan, FAN Palmieri, A Alahi, S Savarese Neural Approaches to Dynamics of Signal Exchanges, 21-33, 2020 | 2 | 2020 |
Explainability and Interpretability Concepts for Edge AI Systems O Vermesan, V Piuri, F Scotti, A Genovese, RD Labati, P Coscia Advancing Edge Artificial Intelligence: System Contexts, 197-227, 2023 | | 2023 |
Adversarial defect synthesis for industrial products in low data regime P Coscia, A Genovese, F Scotti, V Piuri 2023 IEEE Int. Conf. on Image Processing (ICIP 2023), 1-5, 2023 | | 2023 |
Applications and limits of image-to-image translation models P Coscia, A Genovese, F Scotti, V Piuri 24th Int. Conf. on Digital Signal Processing (DSP 2023), 1-5, 2023 | | 2023 |
Tree-based optimization for image-to-image translation with imbalanced datasets on the edge P Coscia, A Genovese, V Piuri, F Rundo, F Scotti 2023 IEEE Int. Conf. on Computational Intelligence and Virtual Environments …, 2023 | | 2023 |
Explainability and Interpretability Concepts for Edge AI Systems RD Labati, P Coscia Advancing Edge Artificial Intelligence, 197, 0 | | |