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ORCIDSergio Escalera
Sergio Escalera Guerrero – Sergio Escarela
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2020 – today
- 2023
[j121]Reuben Dorent
, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, M. 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 schwannoma and cochlea segmentation. Medical Image Anal. 83: 102628 (2023)- [j120]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. Medical Image Anal. 87: 102808 (2023) - [j119]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
A deep co-attentive hand-based video question answering framework using multi-view skeleton. Multim. Tools Appl. 82(1): 1401-1429 (2023) - [j118]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Learning to Recognize Actions on Objects in Egocentric Video With Attention Dictionaries. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 6674-6687 (2023) - [j117]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift-Fuse for Video Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 10913-10928 (2023) - [j116]Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir:
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics 27(7): 3302-3313 (2023) - [c187]Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan:
Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images. CVPR 2023: 459-468 - [c186]Galadrielle Humblot-Renaux, Sergio Escalera, Thomas B. Moeslund:
Beyond AUROC & co. for evaluating out-of-distribution detection performance. CVPR Workshops 2023: 3881-3890 - [c185]Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei:
Surveillance Face Presentation Attack Detection Challenge. CVPR Workshops 2023: 6361-6371 - [c184]Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng:
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results. CVPR Workshops 2023: 6380-6391 - [c183]Cristina Palmero, Oleg V. Komogortsev, Sergio Escalera, Sachin S. Talathi:
Multi-Rate Sensor Fusion for Unconstrained Near-Eye Gaze Estimation. ETRA 2023: 12:1-12:8 - [c182]Mickael Cormier, Andreas Specker, Júlio C. S. Jacques Júnior, Lucas Florin, Jürgen Metzler, Thomas B. Moeslund, Kamal Nasrollahi, Sergio Escalera, Jürgen Beyerer:
UPAR Challenge: Pedestrian Attribute Recognition and Attribute-based Person Retrieval - Dataset, Design, and Results. WACV (Workshops) 2023: 166-175 - [i91]Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Chenxu Zhao, Xu Zhang, Stan Z. Li, Zhen Lei:
Surveillance Face Anti-spoofing. CoRR abs/2301.00975 (2023) - [i90]Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu:
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. CoRR abs/2302.08909 (2023) - [i89]Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan:
Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images. CoRR abs/2303.08639 (2023) - [i88]Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng:
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results. CoRR abs/2304.05753 (2023) - [i87]Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei:
Surveillance Face Presentation Attack Detection Challenge. CoRR abs/2304.07580 (2023) - [i86]Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes:
REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge. CoRR abs/2306.06583 (2023) - [i85]Galadrielle Humblot-Renaux, Sergio Escalera, Thomas B. Moeslund:
Beyond AUROC & co. for evaluating out-of-distribution detection performance. CoRR abs/2306.14658 (2023) - [i84]Benjia Zhou, Zhigang Chen, Albert Clapés, Jun Wan, Yanyan Liang, Sergio Escalera, Zhen Lei, Du Zhang:
Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining. CoRR abs/2307.14768 (2023) - [i83]Joakim Bruslund Haurum, Sergio Escalera, Graham W. Taylor, Thomas B. Moeslund:
Which Tokens to Use? Investigating Token Reduction in Vision Transformers. CoRR abs/2308.04657 (2023) - [i82]Rubén Ballester, Carles Casacuberta, Sergio Escalera:
Decorrelating neurons using persistence. CoRR abs/2308.04870 (2023) - 2022
- [j115]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) - [j114]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) - [j113]Cristina Palmero, María Inés Torres, Anna Esposito, Sergio Escalera:
Guest Editorial: Special issue on computer vision and machine learning for healthcare applications. Pattern Anal. Appl. 25(3): 489-492 (2022) - [j112]Zhen Xu, Sergio Escalera, Adrien Pavão, Magali Richard, Wei-Wei Tu, Quanming Yao, Huan Zhao, Isabelle Guyon:
Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform. Patterns 3(7): 100543 (2022) - [j111]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) - [j110]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) - [j109]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) - [j108]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. IEEE Trans. Inf. Forensics Secur. 17: 2497-2507 (2022) - [j107]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Neural Cloth Simulation. ACM Trans. Graph. 41(6): 220:1-220:14 (2022) - [c181]Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera:
Towards Self-Supervised Gaze Estimation. BMVC 2022: 549 - [c180]Carles Onielfa, Carles Casacuberta, Sergio Escalera:
Influence in Social Networks Through Visual Analysis of Image Memes. CCIA 2022: 71-80 - [c179]Terry Amorese, Claudia Greco, Marialucia Cuciniello, Carmela Buono, Cristina Palmero, Pau Buch-Cardona, Sergio Escalera, María Inés Torres, Gennaro Cordasco, Anna Esposito:
Using Eye Tracking to Investigate Interaction Between Humans and Virtual Agents. CogSIMA 2022: 125-132 - [c178]Manuel Vázquez-Enríquez, José Luis Alba-Castro, Laura Docío Fernández, Júlio C. S. Jacques Júnior, Sergio Escalera:
ECCV 2022 Sign Spotting Challenge: Dataset, Design and Results. ECCV Workshops (8) 2022: 225-242 - [c177]Anders Skaarup Johansen, Júlio C. S. Jacques Júnior, Kamal Nasrollahi, Sergio Escalera, Thomas B. Moeslund:
ChaLearn LAP Seasons in Drift Challenge: Dataset, Design and Results. ECCV Workshops (5) 2022: 755-769 - [c176]Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu:
NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results. Meta-Knowledge Transfer @ ECML/PKDD 2022: 24-37 - [c175]Marc Oliu, Sarah Adel Bargal, Stan Sclaroff, Xavier Baró, Sergio Escalera:
Multi-varied Cumulative Alignment for Domain Adaptation. ICIAP (2) 2022: 324-334 - [c174]Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz:
Relevance-based Margin for Contrastively-trained Video Retrieval Models. ICMR 2022: 146-157 - [c173]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. MMSports@MM 2022: 75-86 - [c172]Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu:
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. NeurIPS 2022 - [c171]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 - [i81]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou:
All You Need In Sign Language Production. CoRR abs/2201.01609 (2022) - [i80]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) - [i79]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) - [i78]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) - [i77]Javier Selva, Anders Skaarup Johansen, Sergio Escalera, Kamal Nasrollahi, Thomas B. Moeslund, Albert Clapés:
Video Transformers: A Survey. CoRR abs/2201.05991 (2022) - [i76]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) - [i75]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) - [i74]Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift-Fuse for Video Action Recognition. CoRR abs/2203.08897 (2022) - [i73]Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera:
Towards Self-Supervised Gaze Estimation. CoRR abs/2203.10974 (2022) - [i72]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) - [i71]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Word separation in continuous sign language using isolated signs and post-processing. CoRR abs/2204.00923 (2022) - [i70]Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz:
Relevance-based Margin for Contrastively-trained Video Retrieval Models. CoRR abs/2204.13001 (2022) - [i69]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) - [i68]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences. CoRR abs/2207.07619 (2022) - [i67]Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu:
NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results. CoRR abs/2208.14686 (2022) - [i66]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. CoRR abs/2210.02365 (2022) - [i65]Germán Barquero, Sergio Escalera, Cristina Palmero:
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction. CoRR abs/2211.14304 (2022) - [i64]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Neural Cloth Simulation. CoRR abs/2212.11220 (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) - [c170]Smriti Joshi, Richard Osuala, Carlos Martín-Isla, Víctor M. Campello, Carla Sendra-Balcells, Karim Lekadir, Sergio Escalera:
nn-UNet Training on CycleGAN-Translated Images for Cross-modal Domain Adaptation in Biomedical Imaging. BrainLes@MICCAI (2) 2021: 540-551 - [c169]Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Sign Language Production: A Review. CVPR Workshops 2021: 3451-3461 - [c168]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 - [c167]Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image. FG 2021: 1-8 - [c166]Albert Rial-Farràs, Meysam Madadi, Sergio Escalera:
UV-based reconstruction of 3D garments from a single RGB image. FG 2021: 1-8 - [c165]Cristina Palmero, Júlio C. S. Jacques Júnior, Albert Clapés, Isabelle Guyon, Wei-Wei Tu, Thomas B. Moeslund, Sergio Escalera:
Understanding Social Behavior in Dyadic and Small Group Interactions: Preface. DYAD@ICCV 2021: 1-3 - [c164]Cristina Palmero, Germán Barquero, Júlio C. S. Jacques Júnior, Albert Clapés, Johnny Núñez, David Curto, Sorina Smeureanu, Javier Selva, Zejian Zhang, David Saeteros, David Gallardo-Pujol, Georgina Guilera, David Leiva, Feng Han, Xiaoxue Feng, Jennifer He, Wei-Wei Tu, Thomas B. Moeslund, Isabelle Guyon, Sergio Escalera:
ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results. DYAD@ICCV 2021: 4-52 - [c163]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. DYAD@ICCV 2021: 107-138 - [c162]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. DYAD@ICCV 2021: 139-178 - [c161]Ádám Fodor, Rachid Riad Saboundji, Júlio C. S. Jacques Júnior, Sergio Escalera, David Gallardo-Pujol, András Lorincz:
Multimodal Sentiment and Personality Perception Under Speech: A Comparison of Transformer-based Architectures. DYAD@ICCV 2021: 218-241 - [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 - [e2]