Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Fabio Cuzzolin

Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder


Apr 22, 2021
Dinesh Jackson Samuel, Fabio Cuzzolin


  Access Paper or Ask Questions

A geometric approach to conditioning belief functions


Apr 21, 2021
Fabio Cuzzolin

* 43 pages, 3 figures 

  Access Paper or Ask Questions

Spatiotemporal Deformable Models for Long-Term Complex Activity Detection


Apr 16, 2021
Salman Khan, Fabio Cuzzolin


  Access Paper or Ask Questions

Uncertainty measures: The big picture


Apr 14, 2021
Fabio Cuzzolin

* 18 pages, 1 table, 1 figure 

  Access Paper or Ask Questions

The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods


Apr 07, 2021
Vivek Singh Bawa, Gurkirt Singh, Francis KapingA, Inna Skarga-Bandurova, Elettra Oleari, Alice Leporini, Carmela Landolfo, Pengfei Zhao, Xi Xiang, Gongning Luo, Kuanquan Wang, Liangzhi Li, Bowen Wang, Shang Zhao, Li Li, Armando Stabile, Francesco Setti, Riccardo Muradore, Fabio Cuzzolin


  Access Paper or Ask Questions

Avalanche: an End-to-End Library for Continual Learning


Apr 01, 2021
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni

* Official Website: https://avalanche.continualai.org 

  Access Paper or Ask Questions

ROAD: The ROad event Awareness Dataset for Autonomous Driving


Feb 25, 2021
Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Suman Saha, Kossar Jeddisaravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Salman Khan, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin

* 21 pages, dataset paper 

  Access Paper or Ask Questions

Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration


Dec 14, 2020
Diana Mateus, Radu Horaud, David Knossow, Fabio Cuzzolin, Edmond Boyer

* IEEE Conference on Computer Vision and Pattern Recognition, 2008 

  Access Paper or Ask Questions

ESAD: Endoscopic Surgeon Action Detection Dataset


Jun 12, 2020
Vivek Singh Bawa, Gurkirt Singh, Francis KapingA, InnaSkarga-Bandurova, Alice Leporini, Carmela Landolfo, Armando Stabile, Francesco Setti, Riccardo Muradore, Elettra Oleari, Fabio Cuzzolin

* In context of SARAS ESAD Challeneg at MIDL 

  Access Paper or Ask Questions

Challenges and Opportunities for Computer Vision in Real-life Soccer Analytics


Apr 13, 2020
Neha Bhargava, Fabio Cuzzolin


  Access Paper or Ask Questions

Two-Stream AMTnet for Action Detection


Apr 03, 2020
Suman Saha, Gurkirt Singh, Fabio Cuzzolin

* 8 pages 

  Access Paper or Ask Questions

Datamorphic Testing: A Methodology for Testing AI Applications


Dec 10, 2019
Hong Zhu, Dongmei Liu, Ian Bayley, Rachel Harrison, Fabio Cuzzolin

* This technical report is an extended version of conference paper: [Zhu, H., Liu, D., Ian Bayley, I., Harrison, R. and Cuzzolin, F., Datamorphic Testing: A Method for Testing Intelligent Applications, The 1st IEEE International Conference On Artificial Intelligence Testing (IEEE AITest 2019), San Francisco, California, USA, April, 4 - 9, 2019.] 

  Access Paper or Ask Questions

Spatio-Temporal Action Localization in a Weakly Supervised Setting


May 06, 2019
Kurt Degiorgio, Fabio Cuzzolin


  Access Paper or Ask Questions

An End-to-End Baseline for Video Captioning


Apr 04, 2019
Silvio Olivastri, Gurkirt Singh, Fabio Cuzzolin

* 8-main-pages and 2-pages references 

  Access Paper or Ask Questions

Recurrence to the Rescue: Towards Causal Spatiotemporal Representations


Nov 17, 2018
Gurkirt Singh, Fabio Cuzzolin

* 8-main-pages and 2-pages references 

  Access Paper or Ask Questions

Visions of a generalized probability theory


Oct 18, 2018
Fabio Cuzzolin

* Lambert Academic Publishing, Sep 24 2014 

  Access Paper or Ask Questions

Predicting Action Tubes


Aug 23, 2018
Gurkirt Singh, Suman Saha, Fabio Cuzzolin

* ECCV workshop; Anticipating Human Behaviour 2018; 16 page 7 figures 

  Access Paper or Ask Questions

Belief likelihood function for generalised logistic regression


Aug 20, 2018
Fabio Cuzzolin

* 10 pages, 3 figures; submitted to UAI 2018 

  Access Paper or Ask Questions

TraMNet - Transition Matrix Network for Efficient Action Tube Proposals


Aug 01, 2018
Gurkirt Singh, Suman Saha, Fabio Cuzzolin

* 15 pages 

  Access Paper or Ask Questions

Action Detection from a Robot-Car Perspective


Jul 30, 2018
Valentina Fontana, Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Suman Saha, Fabio Cuzzolin

* intial version, more to come - soon 

  Access Paper or Ask Questions

Incremental Tube Construction for Human Action Detection


Jul 23, 2018
Harkirat Singh Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin, Philip H. S. Torr

* British Machine Vision Conference (BMVC) 2018 

  Access Paper or Ask Questions

Online Real-time Multiple Spatiotemporal Action Localisation and Prediction


Aug 24, 2017
Gurkirt Singh, Suman Saha, Michael Sapienza, Philip Torr, Fabio Cuzzolin

* 10 pages 3 figures, ICCV 2017, Added link to new annotations of ucf101-24 

  Access Paper or Ask Questions

Spatio-temporal Human Action Localisation and Instance Segmentation in Temporally Untrimmed Videos


Aug 06, 2017
Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

* Typos corrected 

  Access Paper or Ask Questions

Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos


Aug 04, 2016
Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin

* Accepted by British Machine Vision Conference 2016 

  Access Paper or Ask Questions

Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge


Jul 12, 2016
Gurkirt Singh, Fabio Cuzzolin

* 3 pages, Presented at ActivityNet Large Scale Activity Recognition Challenge workshop at CVPR 2016, Second position in ActivityNet Detection challenge 2016 

  Access Paper or Ask Questions

Active Learning for Online Recognition of Human Activities from Streaming Videos


Apr 11, 2016
Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi


  Access Paper or Ask Questions

Consistent transformations of belief functions


Jul 30, 2014
Fabio Cuzzolin


  Access Paper or Ask Questions

Feature sampling and partitioning for visual vocabulary generation on large action classification datasets


May 29, 2014
Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr


  Access Paper or Ask Questions

Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies


May 26, 2014
Fabio Cuzzolin, Diana Mateus, Radu Horaud

* International Journal of Computer Vision 112(1), 43-70, 2015 
* 31 pages, 26 figures 

  Access Paper or Ask Questions