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ORCIDSergio Escalera
Sergio Escalera Guerrero – Sergio Escarela
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2020 – today
- 2022
[j111]Meysam Madadi
, Sergio Escalera, Xavier Baró, Jordi Gonzàlez:
End-to-end global to local convolutional neural network learning for hand pose recovery in depth data. IET Comput. Vis. 16(1): 50-66 (2022)- [j110]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Real-time isolated hand sign language recognition using deep networks and SVD. J. Ambient Intell. Humaniz. Comput. 13(1): 591-611 (2022) - [j109]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 Vision-Based Apparent Personality Trait Analysis. IEEE Trans. Affect. Comput. 13(1): 75-95 (2022) - [j108]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:
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13(2): 894-911 (2022) - [j107]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. IEEE Trans. Cybern. 52(5): 3422-3433 (2022) - [c167]Marc Oliu, Sarah Adel Bargal, Stan Sclaroff, Xavier Baró, Sergio Escalera:
Multi-varied Cumulative Alignment for Domain Adaptation. ICIAP (2) 2022: 324-334 - [c166]Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz:
Relevance-based Margin for Contrastively-trained Video Retrieval Models. ICMR 2022: 146-157 - [c165]Joakim Bruslund Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund:
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder. WACV 2022: 1441-1452 - [i76]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou:
All You Need In Sign Language Production. CoRR abs/2201.01609 (2022) - [i75]Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren:
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. CoRR abs/2201.02831 (2022) - [i74]Lei Li, Fuping Wu, Sihan Wang, Xinzhe Luo, Carlos Martín-Isla, Shuwei Zhai, Jianpeng Zhang, Yanfei Liu, Zhen Zhang, Markus J. Ankenbrand, Haochuan Jiang, Xiaoran Zhang, Linhong Wang, Tewodros Weldebirhan Arega, Elif Altunok, Zhou Zhao, Feiyan Li, Jun Ma, Xiaoping Yang, Élodie Puybareau, Ilkay Öksüz, Stéphanie Bricq, Weisheng Li, Kumaradevan Punithakumar, Sotirios A. Tsaftaris, Laura Maria Schreiber, Mingjing Yang, Guocai Liu, Yong Xia, Guotai Wang, Sergio Escalera, Xiahai Zhuang:
MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images. CoRR abs/2201.03186 (2022) - [i73]Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang:
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019. CoRR abs/2201.03801 (2022) - [i72]Javier Selva, Anders S. Johansen, Sergio Escalera, Kamal Nasrollahi, Thomas B. Moeslund, Albert Clapés:
Video Transformers: A Survey. CoRR abs/2201.05991 (2022) - [i71]Germán Barquero, Johnny Núñez, Sergio Escalera, Zhen Xu, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero:
Didn't see that coming: a survey on non-verbal social human behavior forecasting. CoRR abs/2203.02480 (2022) - [i70]Germán Barquero, Johnny Núñez, Zhen Xu, Sergio Escalera, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero:
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios. CoRR abs/2203.03245 (2022) - [i69]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift-Fuse for Video Action Recognition. CoRR abs/2203.08897 (2022) - [i68]Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera:
Towards Self-Supervised Gaze Estimation. CoRR abs/2203.10974 (2022) - [i67]Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera:
Towards explaining the generalization gap in neural networks using topological data analysis. CoRR abs/2203.12330 (2022) - [i66]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Word separation in continuous sign language using isolated signs and post-processing. CoRR abs/2204.00923 (2022) - [i65]Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz:
Relevance-based Margin for Contrastively-trained Video Retrieval Models. CoRR abs/2204.13001 (2022) - [i64]Alex Falcon, Giuseppe Serra, Sergio Escalera, Oswald Lanz:
UniUD-FBK-UB-UniBZ Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022. CoRR abs/2206.10903 (2022) - 2021
- [j106]Clémentine Decamps, Alexis Arnaud, Florent Petitprez, Mira Ayadi, Aurélia Baurès, Lucile Armenoult, Sergio Escalera, Isabelle Guyon, Rémy Nicolle, Richard Tomasini, Aurélien de Reyniès, Jérôme Cros, Yuna Blum, Magali Richard:
DECONbench: a benchmarking platform dedicated to deconvolution methods for tumor heterogeneity quantification. BMC Bioinform. 22(1): 473 (2021) - [j105]Annalisa Appice, Sergio Escalera, José A. Gámez, Heike Trautmann:
Introduction to the special issue of the ECML PKDD 2021 journal track. Data Min. Knowl. Discov. 35(6): 2540-2541 (2021) - [j104]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Sign Language Recognition: A Deep Survey. Expert Syst. Appl. 164: 113794 (2021) - [j103]Ajian Liu, Xuan Li, Jun Wan, Yanyan Liang, 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. IET Biom. 10(1): 24-43 (2021) - [j102]Meysam Madadi, Hugo Bertiche, Sergio Escalera:
Deep Unsupervised 3D Human Body Reconstruction from a Sparse set of Landmarks. Int. J. Comput. Vis. 129(8): 2499-2512 (2021) - [j101]Annalisa Appice, Sergio Escalera, José A. Gámez, Heike Trautmann:
Introduction to the special issue of the ECML PKDD 2021 journal track. Mach. Learn. 110(10): 2991-2992 (2021) - [j100]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Hand pose aware multimodal isolated sign language recognition. Multim. Tools Appl. 80(1): 127-163 (2021) - [j99]Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang:
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 3108-3125 (2021) - [j98]Javier Marín, Sergio Escalera:
SSSGAN: Satellite Style and Structure Generative Adversarial Networks. Remote. Sens. 13(19): 3984 (2021) - [j97]Kaustubh Kulkarni, Ciprian Adrian Corneanu, Ikechukwu Ofodile, Sergio Escalera, Xavier Baró, Sylwia Julia Hyniewska, Jüri Allik, Gholamreza Anbarjafari:
Automatic Recognition of Facial Displays of Unfelt Emotions. IEEE Trans. Affect. Comput. 12(2): 377-390 (2021) - [j96]Fatemeh Noroozi, Ciprian Adrian Corneanu, Dorota Kaminska, Tomasz Sapinski, Sergio Escalera, Gholamreza Anbarjafari:
Survey on Emotional Body Gesture Recognition. IEEE Trans. Affect. Comput. 12(2): 505-523 (2021) - [j95]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. IEEE Trans. Affect. Comput. 12(3): 607-621 (2021) - [j94]Jun Wan, Sergio Escalera, Hugo Jair Escalante, Guodong Guo, Stan Z. Li:
Special Issue on Face Presentation Attack Detection. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 282-284 (2021) - [j93]Víctor M. Campello, Polyxeni Gkontra, Cristian Izquierdo, Carlos Martín-Isla, Alireza Sojoudi, Peter M. Full, Klaus H. Maier-Hein, Yao Zhang, Zhiqiang He, Jun Ma, Mario Parreño, Alberto Albiol, Fanwei Kong, Shawn C. Shadden, Jorge Corral Acero, Vaanathi Sundaresan, Mina Saber, Mustafa A. Alattar, Hongwei Li, Bjoern H. Menze, Firas Khader, Christoph Haarburger, Cian M. Scannell, Mitko Veta, Adam Carscadden, Kumaradevan Punithakumar, Xiao Liu, Sotirios A. Tsaftaris, Xiaoqiong Huang, Xin Yang, Lei Li, Xiahai Zhuang, David Viladés, Martín Luís Descalzo, Andrea Guala, Lucia La Mura, Matthias G. Friedrich, Ria Garg, Julie Lebel, Filipe Henriques, Mahir Karakas, Ersin Çavus, Steffen E. Petersen, Sergio Escalera, Santi Seguí, José F. Rodríguez Palomares, Karim Lekadir:
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge. IEEE Trans. Medical Imaging 40(12): 3543-3554 (2021) - [j92]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
PBNS: physically based neural simulation for unsupervised garment pose space deformation. ACM Trans. Graph. 40(6): 198:1-198:14 (2021) - [c164]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Sign Language Production: A Review. CVPR Workshops 2021: 3451-3461 - [c163]Ozge Mercanoglu Sincan, Júlio C. S. Jacques Júnior, Sergio Escalera, Hacer Yalim Keles:
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research. CVPR Workshops 2021: 3472-3481 - [c162]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image. FG 2021: 1-8 - [c161]Albert Rial-Farràs, Meysam Madadi, Sergio Escalera:
UV-based reconstruction of 3D garments from a single RGB image. FG 2021: 1-8 - [c160]Hugo Bertiche, Meysam Madadi, Emilio Tylson, Sergio Escalera:
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. ICCV 2021: 5451-5460 - [c159]Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo:
3D High-Fidelity Mask Face Presentation Attack Detection Challenge. ICCVW 2021: 814-823 - [c158]Neelu Madan, Arya Farkhondeh, Kamal Nasrollahi, Sergio Escalera, Thomas B. Moeslund:
Temporal Cues from Socially Unacceptable Trajectories for Anomaly Detection. ICCVW 2021: 2150-2158 - [c157]Claudia Greco, Carmela Buono, Pau Buch-Cardona, Gennaro Cordasco, Sergio Escalera, Anna Esposito, Anaïs Fernández, Daria Kyslitska, Maria Stylianou Korsnes, Cristina Palmero, Jofre Tenorio-Laranga, Anna Torp Johansen, María Inés Torres:
Emotional Features of Interactions with Empathic Agents. ICCVW 2021: 2168-2176 - [c156]David Curto, Albert Clapés, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, David Gallardo-Pujol, Georgina Guilera, David Leiva, Thomas B. Moeslund, Sergio Escalera, Cristina Palmero:
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions. ICCVW 2021: 2177-2188 - [c155]Reza Azad, Afshin Bozorgpour, Maryam Asadi-Aghbolaghi, Dorit Merhof, Sergio Escalera:
Deep Frequency Re-calibration U-Net for Medical Image Segmentation. ICCVW 2021: 3267-3276 - [c154]Javier Mikel Olaso, Alain Vázquez, Leila Ben Letaifa, Mikel de Velasco, Aymen Mtibaa, Mohamed Amine Hmani, Dijana Petrovska-Delacrétaz, Gérard Chollet, César Montenegro, Asier López-Zorrilla, Raquel Justo, Roberto Santana, Jofre Tenorio-Laranga, Eduardo González-Fraile, Begoña Fernández-Ruanova, Gennaro Cordasco, Anna Esposito, Kristin Beck Gjellesvik, Anna Torp Johansen, Maria Stylianou Korsnes, Colin Pickard, Cornelius Glackin, Gary Cahalane, Pau Buch-Cardona, Cristina Palmero, Sergio Escalera, Olga Gordeeva, Olivier Deroo, Anaïs Fernández, Daria Kyslitska, José Antonio Lozano, María Inés Torres, Stephan Schlögl:
The EMPATHIC Virtual Coach: a demo. ICMI 2021: 848-851 - [c153]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 - [c152]Cristina Palmero, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, Albert Clapés, Alexa Moseguí, Zejian Zhang, David Gallardo-Pujol, Georgina Guilera, David Leiva, Sergio Escalera:
Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset. WACV (Workshops) 2021: 1-12 - [c151]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 - [c150]Ajian Liu, Zichang Tan, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li:
CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing. WACV 2021: 1178-1186 - [i63]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries. CoRR abs/2102.08065 (2021) - [i62]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Sign Language Production: A Review. CoRR abs/2103.15910 (2021) - [i61]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) - [i60]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) - [i59]M. 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, Begonya Fernandez-Ruanova, A. Gonzalez-Pinto:
The EMPATHIC Project: Mid-term Achievements. CoRR abs/2105.01878 (2021) - [i58]Ozge Mercanoglu Sincan, Júlio C. S. Jacques Júnior, Sergio Escalera, Hacer Yalim Keles:
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research. CoRR abs/2105.05066 (2021) - [i57]Meysam Madadi, Hugo Bertiche, Sergio Escalera:
Deep unsupervised 3D human body reconstruction from a sparse set of landmarks. CoRR abs/2106.12282 (2021) - [i56]Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon:
ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR abs/2106.13071 (2021) - [i55]Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo:
3D High-Fidelity Mask Face Presentation Attack Detection Challenge. CoRR abs/2108.06968 (2021) - [i54]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos. CoRR abs/2108.10059 (2021) - [i53]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Multi-Modal Zero-Shot Sign Language Recognition. CoRR abs/2109.00796 (2021) - [i52]David Curto, Albert Clapés, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, David Gallardo-Pujol, Georgina Guilera, David Leiva, Thomas B. Moeslund, Sergio Escalera, Cristina Palmero:
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions. CoRR abs/2109.09487 (2021) - [i51]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations. CoRR abs/2110.01614 (2021) - [i50]Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Pérez-Rúa, Alex Falcon, Sergio Escalera, Oswald Lanz, Brais Martínez, Georgios Tzimiropoulos:
SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021. CoRR abs/2110.02902 (2021) - [i49]Zhen Xu, Huan Zhao, Wei-Wei Tu, Magali Richard, Sergio Escalera, Isabelle Guyon:
Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for Everyone. CoRR abs/2110.05802 (2021) - [i48]Joakim Bruslund Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund:
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder. CoRR abs/2111.07846 (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) - [c149]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift Networks for Video Action Recognition. CVPR 2020: 1099-1108 - [c148]Ciprian A. Corneanu, Sergio Escalera, Aleix M. Martínez:
Computing the Testing Error Without a Testing Set. CVPR 2020: 2674-2682 - [c147]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 - [c146]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
CLOTH3D: Clothed 3D Humans. ECCV (20) 2020: 344-359 - [c145]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 - [c144]Josep Famadas, Meysam Madadi, Cristina Palmero, Sergio Escalera:
Generative Video Face Reenactment by AUs and Gaze Regularization. FG 2020: 444-451 - [c143]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 - [c142]Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez:
Explainable Early Stopping for Action Unit Recognition. FG 2020: 693-699 - [c141]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 - [c140]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 - [c139]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 - [c138]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 - [c137]Meysam Madadi, Hugo Bertiche, Wafa Bouzouita, Isabelle Guyon, Sergio Escalera:
Learning Cloth Dynamics: 3D+Texture Garment Reconstruction Benchmark. NeurIPS (Competition and Demos) 2020: 57-76 - [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-Pujol, 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]