My research enthusiasm is on vision-based scene understanding that facilitates robotic automation for social good, covering diverse topics on static scene modelling, semantic scene understanding and scene dynamic analysis.
I obtained the PhD in Electronic Engineering in 2018 from Queen Mary University of London (UK) under the supervision of Prof. Andrea Cavallaro, working on vision-based multi-agent navigation. Since 2018, I worked as a post-doc researcher in the Pattern Analysis and Computer Vision/Visual Geometry Modelling (PAVIS/VGM) research line led by Dr. Alessio Del Bue at Istituto Italiano di Tecnologia (IIT), working on topics related to active 3D vision through both research and industrial Projects. Currently I work as a researcher in the Deep Visual Learning (DVL) unit led by Prof. Elisa Ricci in Fondazione Bruno Kessler (FBK), working on privacy-preserving scene dynamics analysis in the context of Smart City under a couple of EU Projects.
01-10-2022: Our paper "Fast re-OBJ: Real-time object re-identification in rigid scenes" is finally accepted in Machine Vision and Applications!
30-09-2022: Glad that our paper "Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition" is accepted in BMVC 2022!
15-07-2022: Our official SCIAR website is online now! Please consider submitting your amazing works to us!
26-04-2022: Our workshop "Social and Cognitive Interactions for Assistive Robotics (SCIAR)" was accepted in IROS 2022. Stay tuned :P
10-03-2022: Yet another paper "SVP-Classifier: Single-View Point cloud data classifier with multi-view hallucination" is accepted in ICIAP 2021!
02-03-2022: Our paper "Spatial Commonsense Graph for Object Localisation in Partial Scenes" is accepted in CVPR 2022!
15-02-2022: Our paper "Loop closure detection using local 3D deep descriptors" is accepted in the IEEE Robotics and Automation Letters (RA-L)!
19-01-2022: Glad that our special session "Edge-Fog-Cloud machine learning for smart cities applications" is accepted in EUSIPCO 2022!
24-11-2021: Shortlisted as an outstanding reviewer in BMVC 2021!
15-11-2021: Our paper "Graph-based Generative Face Anonymisation with Pose Preservation" is accepted at ICIAP 2021!