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FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition

Sep 16, 2020
Tomáš Sixta, Julio C. S. Jacques Junior, Pau Buch-Cardona, Eduard Vazquez, Sergio Escalera

* accepted on ECCV'2020 Fair Face Recognition and Analysis Workshop 

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DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation

Sep 06, 2020
Hugo Bertiche, Meysam Madadi, Sergio Escalera


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FBK-HUPBA Submission to the EPIC-Kitchens Action Recognition 2020 Challenge

Jun 24, 2020
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz

* Ranked 3rd in the EPIC-Kitchens action recognition challenge @ CVPR 2020 

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Computing the Testing Error without a Testing Set

May 01, 2020
Ciprian Corneanu, Meysam Madadi, Sergio Escalera, Aleix Martinez


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Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review

Apr 23, 2020
Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li

* 18 figures, 6 tables, 12 pages 

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CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing

Mar 11, 2020
Ajian Li, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li

* 17 pages, 4 figures. arXiv admin note: substantial text overlap with arXiv:1912.02340 

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Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation

Mar 10, 2020
Maryam Asadi-Aghbolaghi, Reza Azad, Mahmood Fathy, Sergio Escalera

* arXiv admin note: substantial text overlap with arXiv:1909.00166 

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Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing

Dec 16, 2019
Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li

* 10 pages, 9 figures, conference 

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CLOTH3D: Clothed 3D Humans

Dec 05, 2019
Hugo Bertiche, Meysam Madadi, Sergio Escalera


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Gate-Shift Networks for Video Action Recognition

Dec 01, 2019
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz


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On the Effect of Observed Subject Biases in Apparent Personality Analysis from Audio-visual Signals

Sep 12, 2019
Ricardo Darío Pérez Principi, Cristina Palmero, Julio C. S. Jacques Junior, Sergio Escalera

* submitted to IEEE Transactions on Affective Computing (TAC) 

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Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions

Aug 31, 2019
Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera


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CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing

Aug 28, 2019
Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guogong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li

* Journal extension of our previous conference paper: arXiv:1812.00408 

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ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition

Jul 29, 2019
Jun Wan, Chi Lin, Longyin Wen, Yunan Li, Qiguang Miao, Sergio Escalera, Gholamreza Anbarjafari, Isabelle Guyon, Guodong Guo, Stan Z. Li

* 14 pages, 8 figures, 6 tables 

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FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge

Jun 21, 2019
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz

* Ranked 3rd in the EPIC-Kitchens 2019 action recognition challenge, held as part of CVPR 2019 

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Hierarchical Feature Aggregation Networks for Video Action Recognition

May 29, 2019
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz


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Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation

May 08, 2019
Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera

* 8 pages, 4 Figures, 5 Tables, Conference Faces and Gestures 2019 

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On the effect of age perception biases for real age regression

Feb 20, 2019
Julio C. S. Jacques Junior, Cagri Ozcinar, Marina Marjanovic, Xavier Baró, Gholamreza Anbarjafari, Sergio Escalera

* Accepted in the 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019) 

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SMPLR: Deep SMPL reverse for 3D human pose and shape recovery

Dec 27, 2018
Meysam Madadi, Hugo Bertiche, Sergio Escalera


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CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing

Dec 23, 2018
Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li

* 10 pages, 8 figures, 6 tables 

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CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-Spoofing

Dec 02, 2018
Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li

* 10 pages, 8 figures, 6 tables 

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LSTA: Long Short-Term Attention for Egocentric Action Recognition

Nov 26, 2018
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz


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A Study of Language and Classifier-independent Feature Analysis for Vocal Emotion Recognition

Nov 14, 2018
Fatemeh Noroozi, Marina Marjanovic, Angelina Njegus, Sergio Escalera, Gholamreza Anbarjafari

* 24 pages, 4 figure 

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Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos

Oct 15, 2018
Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Gucluturk, Umut Guclu, Xavier Baro, Isabelle Guyon, Julio Jacques Junior, Meysam Madadi, Stephane Ayache, Evelyne Viegas, Furkan Gurpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier

* Preprint submitted to IJCV 

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From 2D to 3D Geodesic-based Garment Matching

Sep 21, 2018
Meysam Madadi, Egils Avots, Sergio Escalera, Jordi Gonzalez, Xavier Baro, Gholamreza Anbarjafari


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Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues

Sep 17, 2018
Cristina Palmero, Javier Selva, Mohammad Ali Bagheri, Sergio Escalera

* Proc. of British Machine Vision Conference (BMVC), BMVC 2018. Errata: in pg.5 the camera matrices of the transformation matrix W should be interchanged (correct version: W=C_n*M*(C_o)^-1) 

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Beyond One-hot Encoding: lower dimensional target embedding

Jun 28, 2018
Pau Rodríguez, Miguel A. Bautista, Jordi Gonzàlez, Sergio Escalera

* Published at Image and Vision Computing 

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RGB-D-based Human Motion Recognition with Deep Learning: A Survey

Apr 24, 2018
Pichao Wang, Wanqing Li, Philip Ogunbona, Jun Wan, Sergio Escalera


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First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis

Apr 21, 2018
Julio C. S. Jacques Junior, Yağmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andujar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera

* submitted to IEEE Transactions on Affective Computing 

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