LL

Luis Santiago Luevano Garcia

14
Documents
Affiliation actuelle
  • Centre Inria de l'Université de Rennes

Présentation

PhD in Computer Science focused on Computer Vision, Biometrics, Privacy, and Collaborative Machine Learning. Currently working as Postdoctoral Researcher at the Idiap Research Institute in Switzerland. Previously worked as a Postdoctoral Researcher at the WIDE team at Inria in the University of Rennes in France. My current research interests are Face Biometrics, Computer Vision, Privacy, and Decentralized Machine Learning. My PhD thesis work was on Binarized Neural Networks for Very Low Resolution Face Recognition for deployment on embedded devices.


Compétences

Computer Vision Artificial Intelligence AI Privacy Biometrics Efficient Computer Vision models Face Recognition

Publications

5

Publications

SwiftFaceFormer: An Efficient and Lightweight Hybrid Architecture for Accurate Face Recognition Applications

Luis S. Luevano , Yoanna Martínez-Díaz , Heydi Méndez-Vázquez , Miguel González-Mendoza , Davide Frey
ICPR 2024 - 27th International Conference on Pattern Recognition, Dec 2024, Kolkata, India. pp.244-258, ⟨10.1007/978-3-031-78341-8_16⟩
Communication dans un congrès hal-04393675 v1
Image document

Assessing the Performance of Efficient Face Anti-Spoofing Detection Against Physical and Digital Presentation Attacks

Luis S. Luevano , Yoanna Martínez-Díaz , Heydi Méndez-Vázquez , Miguel Gonzalez-Mendoza , Davide Frey
FAS 2024 - 5th Face Anti-spoofing Workshop and Challenge workshop @ CVPR, Jun 2024, Seattle, United States. pp.1-8
Communication dans un congrès hal-04610076 v1
Image document

Effectiveness of Blind Face Restoration to Boost Face Recognition Performance at Low-Resolution Images

Yoanna Martínez-Díaz , Luis S. Luevano , Heydi Méndez-Vázquez
IWAIPR 2023 - International Workshop on Artificial Intelligence and Pattern Recognition, Oct 2023, Varadero, Cuba. pp.455--467, ⟨10.1007/978-3-031-49552-6_39⟩
Communication dans un congrès hal-04393649 v1
Image document

Exploring the Effectiveness of Lightweight Architectures for Face Anti-Spoofing

Yoanna Martínez-Díaz , Heydi Méndez-Vázquez , Luis S. Luevano , Miguel González-Mendoza
CVPRW 2023 - IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, Jun 2023, Vancouver, Canada. pp.6392-6402, ⟨10.1109/CVPRW59228.2023.00680⟩
Communication dans un congrès hal-04393650 v1

Utilizing CNNs for Cryptanalysis of Selective Biometric Face Sample Encryption

Heinz Hofbauer , Yoanna Martínez-Díaz , Luis S. Luevano , Heydi Méndez-Vázquez , Andreas Uhl
Proceedings of the 26th International Conference on Pattern Recognition (ICPR), Jan 2022, Montreal, Canada. pp.8
Communication dans un congrès hal-04393645 v1

Lightweight Low-Resolution Face Recognition for Surveillance Applications

Yoanna Martínez-Díaz , Heydi Méndez-Vázquez , Luis S. Luevano , Leonardo Chang , Miguel González-Mendoza
2020 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milano, Italy. pp.5421-5428, ⟨10.1109/ICPR48806.2021.9412280⟩
Communication dans un congrès hal-04393648 v1

ShuffleFaceNet: A Lightweight Face Architecture for Efficient and Highly-Accurate Face Recognition

Yoanna Martindez-Diaz , Luis S. Luevano , Heydi Mendez-Vazquez , Miguel Nicolas-Diaz , Leonardo Chang et al.
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), IEEE, Oct 2019, Seoul (Korea), South Korea. pp.2721-2728, ⟨10.1109/ICCVW.2019.00333⟩
Communication dans un congrès hal-04393607 v1