Industrial and Environmental Informatics

OneN: Guided attention for natively-explainable anomaly detection

OneN: Guided attention for natively-explainable anomaly detection

P. Coscia, A. Genovese, F. Scotti, V. Piuri
Image and Vision Computing, Elsevier, 2025
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Features disentanglement cover image

Features disentanglement for explainable convolutional neural networks

P. Coscia, A. Genovese, F. Scotti, V. Piuri
IEEE Int. Conf. on Image Processing (ICIP), 2024
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Adversarial defect synthesis cover image

Adversarial defect synthesis for industrial products in low data regime

P. Coscia, A. Genovese, F. Scotti, V. Piuri
IEEE Int. Conf. on Image Processing (ICIP), 2023
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Maritime traffic graph cover image

Multiple Ornstein–Uhlenbeck processes for maritime traffic graph representation

P. Coscia, P. Braca, L.M. Millefiori, F.A.N. Palmieri, P. Willett
IEEE Transactions on Aerospace and Electronic Systems, 2018
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Human Trajectory Forecasting

AC-VRNN cover image

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 (CVIU), 2021
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Goal-SAR cover image

Goal-driven self-attentive recurrent networks for trajectory prediction

L.F. Chiara, P. Coscia, S. Das, S. Calderara, R. Cucchiara, L. Ballan
IEEE/CVF CVPR Workshop (CVPRW), 2022
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Knowledge distillation cover image

How many observations are enough? Knowledge distillation for trajectory forecasting

A. Monti, A. Porrello, S. Calderara, P. Coscia, L. Ballan, R. Cucchiara
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
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Social and scene-aware cover image

Social and scene-aware trajectory prediction in crowded spaces

M. Lisotto, P. Coscia, L. Ballan
IEEE/CVF ICCV Workshop (ICCVW), 2019
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Long-term path prediction cover image

Long-term path prediction in urban scenarios using circular distributions

P. Coscia, F. Castaldo, F.A.N. Palmieri, A. Alahi, S. Savarese, L. Ballan
Image and Vision Computing Journal, 2018
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Human Action Anticipation

Early pedestrian intent prediction cover image

Early pedestrian intent prediction via features estimation

N. Osman, E. Cancelli, G. Camporese, P. Coscia, L. Ballan
IEEE Int. Conf. on Image Processing (ICIP), 2022
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Knowledge distillation cover image

Knowledge distillation for action anticipation via label smoothing

G. Camporese, P. Coscia, A. Furnari, G.M. Farinella, L. Ballan
International Conference on Pattern Recognition (ICPR), 2021
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Slowfast rolling-unrolling LSTMs cover image

Slowfast rolling-unrolling LSTMs for action anticipation in egocentric videos

N. Osman, G. Camporese, P. Coscia, L. Ballan
IEEE/CVF ICCV Workshop (ICCVW), 2021
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