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ORCIDSergio Escalera
Sergio Escalera Guerrero – Sergio Escarela
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2020 – today
- 2021
[j93]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Sign Language Recognition: A Deep Survey. Expert Syst. Appl. 164: 113794 (2021)- [j92]Razieh Rastgoo, Kourosh Kiani
, Sergio Escalera:
Hand pose aware multimodal isolated sign language recognition. Multim. Tools Appl. 80(1): 127-163 (2021) - [c151]Joan Codina-Filbà, Sergio Escalera, Joan Escudero, Coen Antens, Pau Buch-Cardona, Mireia Farrús:
Mobile eHealth Platform for Home Monitoring of Bipolar Disorder. MMM (2) 2021: 330-341 - [c150]Cristina Palmero, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, Albert Clapés, Alexa Moseguí, Zejian Zhang, David Gallardo, Georgina Guilera, David Leiva, Sergio Escalera:
Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset. WACV (Workshops) 2021: 1-12 - [c149]Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera:
Person Perception Biases Exposed: Revisiting the First Impressions Dataset. WACV (Workshops) 2021: 13-21 - [i51]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries. CoRR abs/2102.08065 (2021) - [i50]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Sign Language Production: A Review. CoRR abs/2103.15910 (2021) - [i49]Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yanyan Liang, Guodong Guo, Zhen Lei, Stan Z. Li, Du Zhang:
Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection. CoRR abs/2104.06148 (2021) - [i48]Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera:
Deep learning with self-supervision and uncertainty regularization to count fish in underwater images. CoRR abs/2104.14964 (2021) - 2020
- [b2]Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
Multi-Modal Face Presentation Attack Detection. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2020 - [j91]Thomas B. Moeslund, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Jun Wan:
Statistical Machine Learning for Human Behaviour Analysis. Entropy 22(5): 530 (2020) - [j90]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Hand sign language recognition using multi-view hand skeleton. Expert Syst. Appl. 150: 113336 (2020) - [j89]Yunan Li, Jun Wan, Qiguang Miao, Sergio Escalera, Huijuan Fang, Huizhou Chen, Xiangda Qi, Guodong Guo:
CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis. Int. J. Comput. Vis. 128(12): 2763-2780 (2020) - [j88]Raquel Justo, Leila Ben Letaifa, Cristina Palmero, Eduardo Gonzalez-Fraile, Anna Torp Johansen, Alain Vázquez, Gennaro Cordasco, Stephan Schlögl, Begoña Fernández-Ruanova, Micaela Silva, Sergio Escalera, Mikel de Velasco, Jofre Tenorio-Laranga, Anna Esposito, Maria Korsnes, M. Inés Torres:
Analysis of the interaction between elderly people and a simulated virtual coach. J. Ambient Intell. Humaniz. Comput. 11(12): 6125-6140 (2020) - [j87]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Video-based isolated hand sign language recognition using a deep cascaded model. Multim. Tools Appl. 79(31-32): 22965-22987 (2020) - [j86]Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü:
Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1021-1024 (2020) - [j85]Meysam Madadi, Hugo Bertiche, Sergio Escalera:
SMPLR: Deep learning based SMPL reverse for 3D human pose and shape recovery. Pattern Recognit. 106: 107472 (2020) - [j84]Zhengying Liu, Zhen Xu, Sergio Escalera, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Adrien Pavao, Sébastien Treguer, Wei-Wei Tu:
Towards automated computer vision: analysis of the AutoCV challenges 2019. Pattern Recognit. Lett. 135: 196-203 (2020) - [j83]Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing. IEEE Trans. Biom. Behav. Identity Sci. 2(2): 182-193 (2020) - [c148]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift Networks for Video Action Recognition. CVPR 2020: 1099-1108 - [c147]Ciprian A. Corneanu, Sergio Escalera, Aleix M. Martínez:
Computing the Testing Error Without a Testing Set. CVPR 2020: 2674-2682 - [c146]Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera:
Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation. ECCV Workshops (1) 2020: 251-266 - [c145]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
CLOTH3D: Clothed 3D Humans. ECCV (20) 2020: 344-359 - [c144]Tomás Sixta, Júlio C. S. Jacques Júnior, Pau Buch-Cardona, Eduard Vazquez, Sergio Escalera:
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition. ECCV Workshops (6) 2020: 463-481 - [c143]Josep Famadas, Meysam Madadi, Cristina Palmero, Sergio Escalera:
Generative Video Face Reenactment by AUs and Gaze Regularization. FG 2020: 444-451 - [c142]Anna Esposito, Italia Cirillo, Antonietta Maria Esposito, Leopoldina Fortunati, Gian Luca Foresti, Sergio Escalera, Nikolaos G. Bourbakis:
Impairments in decoding facial and vocal emotional expressions in high functioning autistic adults and adolescents. FG 2020: 667-674 - [c141]Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez:
Explainable Early Stopping for Action Unit Recognition. FG 2020: 693-699 - [c140]Anna Esposito, Terry Amorese, Nelson Mauro Maldonato, Alessandro Vinciarelli, María Inés Torres, Sergio Escalera, Gennaro Cordasco:
Seniors' ability to decode differently aged facial emotional expressions. FG 2020: 716-722 - [c139]Albert Clapés, Júlio C. S. Jacques Júnior, Carla Morral, Sergio Escalera:
ChaLearn LAP 2020 Challenge on Identity-preserved Human Detection: Dataset and Results. FG 2020: 801-808 - [c138]Juan P. Wachs, Sergio Escalera, Jeffrey F. Cohn, Albert Ali Salah, Arun Ross:
Message from the General and Program Chairs FG 2020. FG 2020: xxi - [c137]Carlos Martín-Isla, Maryam Asadi-Aghbolaghi, Polyxeni Gkontra, Víctor M. Campello, Sergio Escalera, Karim Lekadir:
Stacked BCDU-Net with Semantic CMR Synthesis: Application to Myocardial Pathology Segmentation Challenge. MyoPS@MICCAI 2020: 1-16 - [i47]Maryam Asadi-Aghbolaghi, Reza Azad, Mahmood Fathy, Sergio Escalera:
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation. CoRR abs/2003.05056 (2020) - [i46]Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li:
CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing. CoRR abs/2003.05136 (2020) - [i45]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:
Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review. CoRR abs/2004.10998 (2020) - [i44]Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez:
Computing the Testing Error without a Testing Set. CoRR abs/2005.00450 (2020) - [i43]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
FBK-HUPBA Submission to the EPIC-Kitchens Action Recognition 2020 Challenge. CoRR abs/2006.13725 (2020) - [i42]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. CoRR abs/2009.02715 (2020) - [i41]Tomás Sixta, Júlio C. S. Jacques Júnior, Pau Buch-Cardona, Eduard Vazquez, Sergio Escalera:
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition. CoRR abs/2009.07838 (2020) - [i40]Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera:
Person Perception Biases Exposed: Revisiting the First Impressions Dataset. CoRR abs/2011.14906 (2020) - [i39]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Physically Based Neural Simulator for Garment Animation. CoRR abs/2012.11310 (2020) - [i38]Cristina Palmero, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, Albert Clapés, Alexa Moseguí, Zejian Zhang, David Gallardo, Georgina Guilera, David Leiva, Sergio Escalera:
Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset. CoRR abs/2012.14259 (2020)
2010 – 2019
- 2019
- [j82]Juan Jose Rubio, Takahiro Kashiwa, Teera Laiteerapong, Wenlong Deng, Kohei Nagai, Sergio Escalera, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger:
Multi-class structural damage segmentation using fully convolutional networks. Comput. Ind. 112 (2019) - [j81]Ikechukwu Ofodile, Ahmed Helmi, Albert Clapés, Egils Avots, Kerttu Maria Peensoo, Sandhra-Mirella Valdma, Andreas Valdmann, Heli Valtna-Lukner, Sergey Omelkov, Sergio Escalera, Cagri Ozcinar, Gholamreza Anbarjafari:
Action Recognition Using Single-Pixel Time-of-Flight Detection. Entropy 21(4): 414 (2019) - [j80]Mohammad N. S. Jahromi, Pau Buch-Cardona, Egils Avots, Kamal Nasrollahi, Sergio Escalera, Thomas B. Moeslund, Gholamreza Anbarjafari:
Privacy-Constrained Biometric System for Non-Cooperative Users. Entropy 21(11): 1033 (2019) - [j79]Andre Litvin, Kamal Nasrollahi, Sergio Escalera, Cagri Ozcinar, Thomas B. Moeslund, Gholamreza Anbarjafari:
A novel deep network architecture for reconstructing RGB facial images from thermal for face recognition. Multim. Tools Appl. 78(18): 25259-25271 (2019) - [j78]Egils Avots, Meysam Madadi, Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Paul Pällin, Gholamreza Anbarjafari:
From 2D to 3D geodesic-based garment matching. Multim. Tools Appl. 78(18): 25829-25853 (2019) - [j77]Gholamreza Anbarjafari, Sergio Escalera, Kamal Nasrollahi, Hugo Jair Escalante, Xavier Baró, Jun Wan, Thomas B. Moeslund:
Guest editorial: special issue on human abnormal behavioural analysis. Mach. Vis. Appl. 30(5): 807-811 (2019) - [j76]Fatemeh Noroozi, Marina Marjanovic, Angelina Njegus, Sergio Escalera, Gholamreza Anbarjafari:
Audio-Visual Emotion Recognition in Video Clips. IEEE Trans. Affect. Comput. 10(1): 60-75 (2019) - [j75]Reza Azad, Maryam Asadi-Aghbolaghi, Shohreh Kasaei, Sergio Escalera:
Dynamic 3D Hand Gesture Recognition by Learning Weighted Depth Motion Maps. IEEE Trans. Circuits Syst. Video Technol. 29(6): 1729-1740 (2019) - [c136]Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li:
A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing. CVPR 2019: 919-928 - [c135]Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zichang Tan, Qi Yuan, Kai Wang, Chi Lin, Guodong Guo, Isabelle Guyon, Stan Z. Li:
Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. CVPR Workshops 2019: 1601-1610 - [c134]Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez:
What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019: 4757-4766 - [c133]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
LSTA: Long Short-Term Attention for Egocentric Action Recognition. CVPR 2019: 9954-9963 - [c132]Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera:
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. FG 2019: 1-8 - [c131]Júlio C. S. Jacques Júnior, Cagri Ozcinar, Marina Marjanovic, Xavier Baró, Gholamreza Anbarjafari, Sergio Escalera:
On the effect of age perception biases for real age regression. FG 2019: 1-8 - [c130]Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera:
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions. ICCV Workshops 2019: 406-415 - [c129]Zhengying Liu, Zhen Xu, Shangeth Rajaa, Meysam Madadi, Júlio C. S. Jacques Júnior, Sergio Escalera, Adrien Pavao, Sébastien Treguer, Wei-Wei Tu, Isabelle Guyon:
Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019. Proceedings of Machine Learning Research 2019: 242-252 - [c128]María Inés Torres, Javier Mikel Olaso, César Montenegro, Roberto Santana, Alain Vázquez, Raquel Justo, José Antonio Lozano, Stephan Schlögl, Gérard Chollet, Nazim Dugan, M. Irvine, Neil Glackin, Colin Pickard, Anna Esposito, Gennaro Cordasco, Alda Troncone, Dijana Petrovska-Delacrétaz, Aymen Mtibaa, Mohamed Amine Hmani, Maria Stylianou Korsnes, L. J. Martinussen, Sergio Escalera, Cristina Palmero Cantariño, Olivier Deroo, Olga Gordeeva, Jofre Tenorio-Laranga, Eduardo Gonzalez-Fraile, Begoñya Fernández-Ruanova, A. Gonzalez-Pinto:
The EMPATHIC project: mid-term achievements. PETRA 2019: 629-638 - [p4]Isabelle Guyon, Lisheng Sun-Hosoya, Marc Boullé, Hugo Jair Escalante, Sergio Escalera, Zhengying Liu, Damir Jajetic, Bisakha Ray, Mehreen Saeed, Michèle Sebag, Alexander R. Statnikov, Wei-Wei Tu, Evelyne Viegas:
Analysis of the AutoML Challenge Series 2015-2018. Automated Machine Learning 2019: 177-219 - [i37]Júlio C. S. Jacques Júnior, Cagri Ozcinar, Marina Marjanovic, Xavier Baró, Gholamreza Anbarjafari, Sergio Escalera:
On the effect of age perception biases for real age regression. CoRR abs/1902.07653 (2019) - [i36]Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera:
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. CoRR abs/1905.03003 (2019) - [i35]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Hierarchical Feature Aggregation Networks for Video Action Recognition. CoRR abs/1905.12462 (2019) - [i34]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge. CoRR abs/1906.08960 (2019) - [i33]Jun Wan, Chi Lin, Longyin Wen, Yunan Li, Qiguang Miao, Sergio Escalera, Gholamreza Anbarjafari, Isabelle Guyon, Guodong Guo, Stan Z. Li:
ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition. CoRR abs/1907.12193 (2019) - [i32]Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing. CoRR abs/1908.10654 (2019) - [i31]Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera:
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions. CoRR abs/1909.00166 (2019) - [i30]Ricardo Darío Pérez Principi, Cristina Palmero, Júlio C. S. Jacques Júnior, Sergio Escalera:
On the Effect of Observed Subject Biases in Apparent Personality Analysis from Audio-visual Signals. CoRR abs/1909.05568 (2019) - [i29]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift Networks for Video Action Recognition. CoRR abs/1912.00381 (2019) - [i28]Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li:
Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing. CoRR abs/1912.02340 (2019) - [i27]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
CLOTH3D: Clothed 3D Humans. CoRR abs/1912.02792 (2019) - 2018
- [j74]Jianzhu Guo, Zhen Lei, Jun Wan, Egils Avots, Noushin Hajarolasvadi, Boris Knyazev, Artem Kuharenko, Júlio Cezar Silveira Jacques Júnior, Xavier Baró, Hasan Demirel, Sergio Escalera, Juri Allik, Gholamreza Anbarjafari:
Dominant and Complementary Emotion Recognition From Still Images of Faces. IEEE Access 6: 26391-26403 (2018) - [j73]Pichao Wang, Wanqing Li, Philip Ogunbona, Jun Wan, Sergio Escalera:
RGB-D-based human motion recognition with deep learning: A survey. Comput. Vis. Image Underst. 171: 118-139 (2018) - [j72]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Multi-Modal Deep Hand Sign Language Recognition in Still Images Using Restricted Boltzmann Machine. Entropy 20(11): 809 (2018) - [j71]José García Rodríguez, Sergio Escalera, Alexandra Psarrou, Isabelle Guyon, Andrew Lewis, Juxi Leitner:
Expert systems: Special issue on "Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)". Expert Syst. J. Knowl. Eng. 35(2) (2018) - [j70]Jelena Gorbova, Egils Avots, Iiris Lüsi, Mark Fishel, Sergio Escalera, Gholamreza Anbarjafari:
Integrating Vision and Language for First-Impression Personality Analysis. IEEE Multim. 25(2): 24-33 (2018) - [j69]Huamin Ren, Nattiya Kanhabua, Andreas Møgelmose, Weifeng Liu, Kaustubh Kulkarni, Sergio Escalera, Xavier Baró, Thomas B. Moeslund:
Back-dropout transfer learning for action recognition. IET Comput. Vis. 12(4): 484-491 (2018) - [j68]Mohamed Ilyes Lakhal, Hakan Çevikalp, Sergio Escalera, Ferda Ofli:
Recurrent neural networks for remote sensing image classification. IET Comput. Vis. 12(7): 1040-1045 (2018) - [j67]Sergio Escalera, Jordi Gonzàlez, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon:
Looking at People Special Issue. Int. J. Comput. Vis. 126(2-4): 141-143 (2018) - [j66]Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez, Sergio Escalera:
Beyond one-hot encoding: Lower dimensional target embedding. Image Vis. Comput. 75: 21-31 (2018) - [j65]Meysam Madadi, Sergio Escalera, Alex Carruesco, Carlos Andújar, Xavier Baró, Jordi Gonzàlez:
Top-down model fitting for hand pose recovery in sequences of depth images. Image Vis. Comput. 79: 63-75 (2018) - [j64]Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera:
Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification. Image Vis. Comput. 79: 76-85 (2018) - [j63]Albert Clapés, Àlex Pardo, Oriol Pujol Vila, Sergio Escalera:
Action detection fusing multiple Kinects and a WIMU: an application to in-home assistive technology for the elderly. Mach. Vis. Appl. 29(5): 765-788 (2018) - [j62]Miguel Ángel Bautista, Oriol Pujol, Fernando De la Torre, Sergio Escalera:
Error-Correcting Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2388-2401 (2018) - [j61]Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante, Georgios Tzimiropoulos, Michel F. Valstar, Maja Pantic, Jeffrey F. Cohn, Takeo Kanade:
Guest Editorial: The Computational Face. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2541-2545 (2018) - [j60]Jun Wan, Sergio Escalera, Francisco José Perales López, Josef Kittler:
Articulated motion and deformable objects. Pattern Recognit. 79: 55-64 (2018) - [j59]Mark Philip Philipsen, Jacob Velling Dueholm, Anders Jørgensen, Sergio Escalera, Thomas Baltzer Moeslund:
Organ Segmentation in Poultry Viscera Using RGB-D. Sensors 18(1): 117 (2018) - [j58]Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante:
Guest Editorial: Apparent Personality Analysis. IEEE Trans. Affect. Comput. 9(3): 299-302 (2018) - [j57]Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier:
Multimodal First Impression Analysis with Deep Residual Networks. IEEE Trans. Affect. Comput. 9(3): 316-329 (2018) - [c127]Cristina Palmero, Javier Selva, Mohammad Ali Bagheri, Sergio Escalera:
Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues. BMVC 2018: 251 - [c126]Albert Clapés, Ozan Bilici, Dariia Temirova, Egils Avots, Gholamreza Anbarjafari, Sergio Escalera:
From Apparent to Real Age: Gender, Age, Ethnic, Makeup, and Expression Bias Analysis in Real Age Estimation. CVPR Workshops 2018: 2373-2382 - [c125]Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim:
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. CVPR 2018: 2636-2645 - [c124]Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera:
Deep Structure Inference Network for Facial Action Unit Recognition. ECCV (12) 2018: 309-324 - [c123]Mohamed Ilyes Lakhal, Albert Clapés, Sergio Escalera, Oswald Lanz, Andrea Cavallaro:
Residual Stacked RNNs for Action Recognition. ECCV Workshops (2) 2018: 534-548 - [c122]Marc Oliu, Javier Selva, Sergio Escalera:
Folded Recurrent Neural Networks for Future Video Prediction. ECCV (14) 2018: 745-761 - [c121]Mohammad A. Haque, Ruben B. Bautista, Fatemeh Noroozi, Kaustubh Kulkarni, Christian B. Laursen, Ramin Irani, Marco Bellantonio, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Ole Kæseler Andersen, Erika G. Spaich, Thomas B. Moeslund:
Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities. FG 2018: 250-257 - [c120]Rain Eric Haamer, Kaustubh Kulkarni, Nasrin Imanpour, Mohammad A. Haque, Egils Avots, Michelle Breisch, Kamal Nasrollahi, Sergio Escalera, Cagri Ozcinar, Xavier Baró, Ahmad Reza Naghsh-Nilchi, Thomas B. Moeslund, Gholamreza Anbarjafari:
Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification. FG 2018: 621-628 - [c119]Gabriela Ramírez-de-la-Rosa, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Müller, Isabelle Guyon:
Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. CVAUI/IWCF/MIPPSNA@ICPR 2018: 127-139 - [c118]Mohamed Ilyes Lakhal, Sergio Escalera, Hakan Cevikalp:
CRN: End-to-end Convolutional Recurrent Network Structure Applied to Vehicle Classification. VISIGRAPP (5: VISAPP) 2018: 137-144 - [c117]Mohammad N. S. Jahromi, Morten Bojesen Bonderup, Maryam Asadi-Aghbolaghi, Egils Avots, Kamal Nasrollahi, Sergio Escalera, Shohreh Kasaei, Thomas B. Moeslund, Gholamreza Anbarjafari:
Automatic Access Control Based on Face and Hand Biometrics in a Non-cooperative Context. WACV Workshops 2018: 28-36 - [i26]Fatemeh Noroozi, Ciprian Adrian Corneanu, Dorota Kaminska, Tomasz Sapinski, Sergio Escalera, Gholamreza Anbarjafari:
Survey on Emotional Body Gesture Recognition. CoRR abs/1801.07481 (2018) - [i25]Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR abs/1802.00745 (2018) - [i24]Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera:
Deep Structure Inference Network for Facial Action Unit Recognition. CoRR abs/1803.05873 (2018) - [i23]Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera:
Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification. CoRR abs/1804.04419 (2018) - [i22]Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera:
First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. CoRR abs/1804.08046 (2018) - [i21]Cristina Palmero, Javier Selva, Mohammad Ali Bagheri, Sergio Escalera:
Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues. CoRR abs/1805.03064 (2018) - [i20]Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez, Sergio Escalera:
Beyond One-hot Encoding: lower dimensional target embedding. CoRR abs/1806.10805 (2018) - [i19]Meysam Madadi, Egils Avots, Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Gholamreza Anbarjafari:
From 2D to 3D Geodesic-based Garment Matching. CoRR abs/1809.08064 (2018) - [i18]Fatemeh Noroozi, Marina Marjanovic, Angelina Njegus, Sergio Escalera, Gholamreza Anbarjafari:
A Study of Language and Classifier-independent Feature Analysis for Vocal Emotion Recognition. CoRR abs/1811.08935 (2018) - [i17]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
LSTA: Long Short-Term Attention for Egocentric Action Recognition. CoRR abs/1811.10698 (2018) - [i16]Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li:
CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing. CoRR abs/1812.00408 (2018) - [i15]Meysam Madadi, Hugo Bertiche, Sergio Escalera:
SMPLR: Deep SMPL reverse for 3D human pose and shape recovery. CoRR abs/1812.10766 (2018) - 2017
- [j56]Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera, Thomas B. Moeslund, Huamin Ren, Elham Etemad:
Locality regularized group sparse coding for action recognition. Comput. Vis. Image Underst. 158: 106-114 (2017) - [j55]Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera, Cecilio Angulo:
Subspace Procrustes Analysis. Int. J. Comput. Vis. 121(3): 327-343 (2017) - [j54]Cristina Palmero, Jordi Esquirol, Vanessa Bayo, Miquel Àngel Cos, Pouya Ahmadmonfared, Joan Salabert, David Sánchez, Sergio Escalera:
Automatic Sleep System Recommendation by Multi-modal RBG-Depth-Pressure Anthropometric Analysis. Int. J. Comput. Vis. 122(2): 212-227 (2017) - [j53]