Pasquale Coscia

Post-doctoral Researcher

University of Padova
Department of Mathematics
Via Trieste 63 - 35131, Padova, Italy

My research interests lie at the intersection of computer vision and machine learning, focusing on intelligent transportation and socially-aware systems in urban scenarios that can be able to perceive human behavior and respond accordingly.


Education

University of Campania

Ph.D., Industrial and Information Engineering

Stochastic Modelling and Machine Learning for Urban and Maritime Contexts
Advisor: Prof. Francesco A.N. Palmieri

2018

Second University of Naples

M.Sc., Computer Engineering

3-D Hand Pose Estimation from Kinect´s Point Cloud using Appearance Matching
Advisor: Prof. Francesco A.N. Palmieri

2014

Second University of Naples

B.Sc., Computer Engineering
2011

Publications

Journal Articles

Multiple Ornstein–Uhlenbeck Processes for Maritime Traffic Graph Representation

IEEE Transactions on Aerospace and Electronic Systems, Volume 54, Issue 5, Pages 2158-2170
P. Coscia, P. Braca, L. M. Millefiori, F. A.N. Palmieri, P. K. Willett

Long-term Path Prediction in Urban Scenarios using Circular Distributions

Image and Vision Computing, Elsevier, Volume 69, January 2018, Pages 81-91
P. Coscia, F. Castaldo, F. A.N. Palmieri, A. Alahi, S. Savarese, L. Ballan

Conference Proceedings

A CNN-RNN Framework for Image Annotation from Visual Cues and Social Network Metadata

arXiv preprint
T. Tesan, P. Coscia, L. Ballan

Social and Scene-Aware Trajectory Prediction in Crowded Spaces

IEEE International Conference on Computer Vision Workshops (ACVR2019)
M. Lisotto, P. Coscia, L. Ballan

Linear Artificial Forces for Human Dynamics in Complex Contexts

28th International Workshop on Neural Networks (WIRN 2018)
P. Coscia, L. Ballan, F. A.N. Palmieri, A. Alahi, S. Savarese

Unsupervised Maritime Traffic Graph Learning with Mean-Reverting Stochastic Processes

21st International Conference on Information Fusion (FUSION)
P. Coscia, F. A.N. Palmieri, P. Braca, L. M. Millefiori, P. K. Willett

Point-based Path Prediction from Polar Histograms

19th International Conference on Information Fusion (FUSION)
P. Coscia, F. Castaldo, F. A.N. Palmieri, L. Ballan, A. Alahi, S. Savarese

3-D Hand Pose Estimation from Kinect’s Point Cloud Using Appearance Matching

25th International Workshop on Neural Networks (WIRN 2015)
P. Coscia, F. A.N. Palmieri, F. Castaldo, A. Cavallo

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