Research
In the first part of my Ph.D. I tackled the recent task of Vision-and-Language Navigation. More recently, I developed a strong interest in Embodied exploration and navigation, as well as in Recurrent Neural Networks.
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Transform, Warp, and Dress: A New Transformation-Guided Model for Virtual Try-On
Matteo Fincato,
Marcella Cornia,
Federico Landi,
Fabio Cesari,
Rita Cucchiara
TOMM, 2021
bibtex
We present a new dataset of upper-body clothes for virtual try-on with high-resolution images. We also propose a new model for virtual try-on that can generate high-quality images using a three-stage pipeline.
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Anomaly locality in video surveillance
Federico Landi,
Cees Snoek,
Rita Cucchiara
ArXiv, 2019
arXiv  / 
bibtex  / 
dataset
We explore the impact of considering spatiotemporal tubes instead of whole-frame video segments for anomaly detection in video surveillance. We create UCFCrime2Local: the first dataset for anomaly detection with bounding box supervision in both its train and test set.
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Reviewing Service
Journals:
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
IEEE Robotics and Automation Letters (RAL)
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
Pattern Recognition Letters (PRL)
Conferences:
ACM International Conference on Multimedia (ACMMM)
IEEE International Conference on Robotics and Automation (ICRA)
IEEE International Conference on Pattern Recognition (ICPR)
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Teaching Activities
Computer Architecture - Prof. Rita Cucchiara, Prof. Simone Calderara, 2020-2021
Machine Learning and Deep Learning - IFOA, 2020
Deep Learning - Nuova Didactica, 2020
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Courses and Summer Schools
Advanced Course on Data Science and Machine Learning - ACDL 2020, Remote (certificate)
International Computer Vision Summer School - ICVSS 2019, Scicli (RG), Italy (certificate)
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Other
In 2019, I carried on the 3D acquisition of the museum in Galleria Estense, in Modena (see below). One year later, the virtual spaces created for research purpose allowed to offer free guided tours to schools and young students during the Covid-19 lockdown in Italy.
I like practicing Shuai Jiao (摔跤) and lifting weights.
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