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 Luca Bertinetto

Do Different Tracking Tasks Require Different Appearance Models?


Jul 05, 2021
Zhongdao Wang, Hengshuang Zhao, Ya-Li Li, Shengjin Wang, Philip H. S. Torr, Luca Bertinetto


  Access Paper or Ask Questions

On Episodes, Prototypical Networks, and Few-shot Learning


Dec 17, 2020
Steinar Laenen, Luca Bertinetto

* 19 pages. A preliminary version of this work appeared as an oral presentation at NeurIPS 2020 meta-learning workshop 

  Access Paper or Ask Questions

Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks


Dec 19, 2019
Luca Bertinetto, Romain Mueller, Konstantinos Tertikas, Sina Samangooei, Nicholas A. Lord


  Access Paper or Ask Questions

Anchor Diffusion for Unsupervised Video Object Segmentation


Oct 24, 2019
Zhao Yang, Qiang Wang, Luca Bertinetto, Weiming Hu, Song Bai, Philip H. S. Torr

* To appear in ICCV 2019 

  Access Paper or Ask Questions

Let's Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation


Jun 20, 2019
Tommaso Cavallari, Luca Bertinetto, Jishnu Mukhoti, Philip Torr, Stuart Golodetz

* Tommaso Cavallari and Stuart Golodetz contributed equally to this paper 

  Access Paper or Ask Questions

Fast Online Object Tracking and Segmentation: A Unifying Approach


Dec 12, 2018
Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H. S. Torr

* Technical report 

  Access Paper or Ask Questions

Long-term Tracking in the Wild: A Benchmark


Aug 10, 2018
Jack Valmadre, Luca Bertinetto, João F. Henriques, Ran Tao, Andrea Vedaldi, Arnold Smeulders, Philip Torr, Efstratios Gavves

* To appear at ECCV 2018 

  Access Paper or Ask Questions

Meta-learning with differentiable closed-form solvers


May 21, 2018
Luca Bertinetto, João F. Henriques, Philip H. S. Torr, Andrea Vedaldi


  Access Paper or Ask Questions

End-to-end representation learning for Correlation Filter based tracking


Apr 20, 2017
Jack Valmadre, Luca Bertinetto, João F. Henriques, Andrea Vedaldi, Philip H. S. Torr

* To appear at CVPR 2017 

  Access Paper or Ask Questions

Fully-Convolutional Siamese Networks for Object Tracking


Sep 14, 2016
Luca Bertinetto, Jack Valmadre, João F. Henriques, Andrea Vedaldi, Philip H. S. Torr

* The first two authors contributed equally, and are listed in alphabetical order. Code available at http://www.robots.ox.ac.uk/~luca/siamese-fc.html 

  Access Paper or Ask Questions

Learning feed-forward one-shot learners


Jun 16, 2016
Luca Bertinetto, João F. Henriques, Jack Valmadre, Philip H. S. Torr, Andrea Vedaldi

* The first three authors contributed equally, and are listed in alphabetical order 

  Access Paper or Ask Questions

Staple: Complementary Learners for Real-Time Tracking


Apr 13, 2016
Luca Bertinetto, Jack Valmadre, Stuart Golodetz, Ondrej Miksik, Philip Torr

* To appear in CVPR 2016 

  Access Paper or Ask Questions