Josep M. Gonfaus

According to our database, Josep M. Gonfaus authored at least 15 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification.

Pau Rodríguez, Guillem Cucurull, Jordi Gonzàlez, Josep M. Gonfaus, Kamal Nasrollahi, Thomas B. Moeslund, F. Xavier Roca

IEEE Trans. Cybern., 2022

A Closer Look at Embedding Propagation for Manifold Smoothing.

Diego A. Velázquez, Pau Rodríguez, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez

J. Mach. Learn. Res., 2022

2021

Logo Detection With No Priors.

Diego A. Velázquez, Josep M. Gonfaus, Pau Rodríguez, F. Xavier Roca, Seiichi Ozawa, Jordi Gonzàlez

IEEE Access, 2021

2020

Pay Attention to the Activations: A Modular Attention Mechanism for Fine-Grained Image Recognition.

Pau Rodríguez, Diego Velazquez Dorta, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez

IEEE Trans. Multim., 2020

2019

Catastrophic Interference in Disguised Face Recognition.

Parichehr B. Ardakani, Diego Velazquez Dorta, Josep M. Gonfaus, Pau Rodríguez, F. Xavier Roca, Jordi Gonzàlez

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018

Deep Inference of Personality Traits by Integrating Image and Word Use in Social Networks.

Guillem Cucurull, Pau Rodríguez, V. Oguz Yazici, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez

CoRR, 2018

Attend and Rectify: A Gated Attention Mechanism for Fine-Grained Recovery.

Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull, F. Xavier Roca, Jordi Gonzàlez

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Age and gender recognition in the wild with deep attention.

Pau Rodríguez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez

Pattern Recognit., 2017

Regularizing CNNs with Locally Constrained Decorrelations.

Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca

Proceedings of the 5th International Conference on Learning Representations, 2017

2015

Factorized appearances for object detection.

Josep M. Gonfaus, Marco Pedersoli, Jordi Gonzàlez, Andrea Vedaldi, F. Xavier Roca

Comput. Vis. Image Underst., 2015

2013

Exploiting Multimodal Interaction Techniques for Video-Surveillance.

Marc Castelló, Jordi Gonzàlez, Ariel Amato, Pau Baiget, Carles Fernández, Josep M. Gonfaus, Ramón Alberto Mollineda Cárdenas, Marco Pedersoli, Nicolas Pérez de la Blanca, F. Xavier Roca

Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

2012

Towards Deep Image Understanding: From pixels to semantics.

Josep M. Gonfaus

PhD thesis, 2012

Harmony Potentials - Fusing Global and Local Scale for Semantic Image Segmentation.

Xavier Boix, Josep M. Gonfaus, Joost van de Weijer, Andrew D. Bagdanov, Joan Serrat Gual, Jordi Gonzàlez

Int. J. Comput. Vis., 2012

Edge classification using photo-geometric features.

Josep M. Gonfaus, Theo Gevers, Arjan Gijsenij, F. Xavier Roca, Jordi Gonzàlez

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2010

Harmony potentials for joint classification and segmentation.

Josep M. Gonfaus, Xavier Boix Bosch, Joost van de Weijer, Andrew D. Bagdanov, Joan Serrat Gual, Jordi Gonzàlez

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010