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Brais Martinez
Brais Martinez
Principal Researcher at Samsung AI Centre
Geverifieerd e-mailadres voor samsung.com - Homepage
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Facial point detection using boosted regression and graph models
M Valstar, B Martinez, X Binefa, M Pantic
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
4132010
Automatic analysis of facial actions: A survey
B Martinez, MF Valstar, B Jiang, M Pantic
IEEE transactions on affective computing 10 (3), 325-347, 2019
2882019
A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modelling
B Jiang, M Valstar, B Martinez, M Pantic
IEEE Transactions on Systems, Man and Cybernetics - Part B 44 (2), 161-174, 2014
1762014
The automatic detection of chronic pain-related expression: requirements, challenges and the multimodal EmoPain dataset
MSH Aung, S Kaltwang, B Romera-Paredes, B Martinez, A Singh, M Cella, ...
1622016
Local Evidence Aggregation for Regression Based Facial Point Detection
B Martinez, M Valstar, X Binefa, M Pantic
IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (5), 1149-1163, 2013
1572013
Lipreading using Temporal Convolutional Networks
B Martinez, P Ma, S Petridis, M Pantic
IEEE International Conference on Acoustics, Speech and Signal Processing, 2020
1542020
Training binary neural networks with real-to-binary convolutions
B Martinez, J Yang, A Bulat, G Tzimiropoulos
International Conference on Learning Representations (ICLR), 2020
1402020
The MAHNOB Laughter Database
S Petridis, B Martinez, M Pantic
Image and Vision Computing 31 (2), 186-202, 2013
1402013
Advances, Challenges, and Opportunities in Automatic Facial Expression Recognition
B Martinez, MF Valstar
1272016
Chalearn looking at people and faces of the world: Face analysis workshop and challenge 2016
S Escalera, M Torres Torres, B Martinez, X Baró, H Jair Escalante, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
1202016
Action recognition with spatial-temporal discriminative filter banks
B Martinez, D Modolo, Y Xiong, J Tighe
Proceedings of the IEEE International Conference on Computer Vision, 5482-5491, 2019
792019
Cascaded continuous regression for real-time incremental face tracking
E Sánchez-Lozano, B Martinez, G Tzimiropoulos, M Valstar
Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016
722016
Fusing deep learned and hand-crafted features of appearance, shape, and dynamics for automatic pain estimation
J Egede, M Valstar, B Martinez
2017 12th IEEE international conference on automatic face & gesture …, 2017
612017
Decision Level Fusion of Domain Specific Regions for Facial Action Recognition
B Jiang, B Martinez, MF Valstar, M Pantic
International Conference on Pattern Recognition, 2014
612014
Empirical analysis of cascade deformable models for multi-view face detection
J Orozco, B Martinez, M Pantic
Image and Vision Computing 42, 47 - 61, 2015
532015
Towards practical lipreading with distilled and efficient models
P Ma, B Martinez, S Petridis, M Pantic
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
522021
Learning to transfer: transferring latent task structures and its application to person-specific facial action unit detection
T Almaev, B Martinez, M Valstar
Computer Vision (ICCV), 2015 IEEE International Conference on, 2015
472015
Knowledge distillation via softmax regression representation learning
J Yang, B Martinez, A Bulat, G Tzimiropoulos
International Conference on Learning Representations (ICLR), 2021
46*2021
BATS: Binary ArchitecTure Search
A Bulat, B Martinez, G Tzimiropoulos
European Conference on Computer Vision (ECCV), 2020
462020
Space-time Mixing Attention for Video Transformer
A Bulat, JM Perez-Rua, S Sudhakaran, B Martinez, G Tzimiropoulos
Neural Information Processing Systems (NeurIPS), 2021
432021
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