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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 

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Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation


Dec 19, 2020
Lukas Hoyer, Dengxin Dai, Yuhua Chen, Adrian Köring, Suman Saha, Luc Van Gool


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Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference


Jul 24, 2020
Menelaos Kanakis, David Bruggemann, Suman Saha, Stamatios Georgoulis, Anton Obukhov, Luc Van Gool

* European Conference on Computer Vision (ECCV), 2020 

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Two-Stream AMTnet for Action Detection


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

* 8 pages 

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Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing


Dec 15, 2019
Suman Saha, Wenhao Xu, Menelaos Kanakis, Stamatios Georgoulis, Yuhua Chen, Danda Pani Paudel, Luc Van Gool


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Predicting Action Tubes


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

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

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TraMNet - Transition Matrix Network for Efficient Action Tube Proposals


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

* 15 pages 

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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 

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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 

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Unsupervised Deep Representations for Learning Audience Facial Behaviors


May 10, 2018
Suman Saha, Rajitha Navarathna, Leonhard Helminger, Romann Weber


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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 

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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 

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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 

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