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
SOTERIA D5.4 HARDWARE-BASED PRIVACY2024
Pré-publication, Document de travail
hal-04393670
v1
|
|
Analyzing Trusted Execution Environments: Comparing Commercial Implementations and Diverse Applications2024
Pré-publication, Document de travail
hal-04393667
v1
|
|
BinaryFaceNet: A Binarized Approach for Real-Time Very Low Resolution Face Recognition in Video Surveillance Scenarios2024
Pré-publication, Document de travail
hal-04393666
v1
|
SwiftFaceFormer: An Efficient and Lightweight Hybrid Architecture for Accurate Face Recognition ApplicationsICPR 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
|
|
|
|
Assessing the Performance of Efficient Face Anti-Spoofing Detection Against Physical and Digital Presentation AttacksFAS 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
|
|
|
Effectiveness of Blind Face Restoration to Boost Face Recognition Performance at Low-Resolution ImagesIWAIPR 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
|
|
|
Exploring the Effectiveness of Lightweight Architectures for Face Anti-SpoofingCVPRW 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 EncryptionProceedings 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 Applications2020 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 Recognition2019 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
|
|
|
Exploring the Potential for Real-Time Vision Transformer-Level Precision on Face Recognition Scenarios through Binarization on Embedded SystemsICCVW 2023 - IEEE/CVF International Conference on Computer Vision Workshops, Oct 2023, Paris, France. 2023
Poster de conférence
hal-04393662
v1
|
|
|
Towards Accurate and Lightweight Masked Face Recognition: An Experimental EvaluationIEEE Access, 2022, 10, pp.7341-7353. ⟨10.1109/ACCESS.2021.3135255⟩
Article dans une revue
hal-04393647
v1
|
Benchmarking lightweight face architectures on specific face recognition scenariosArtificial Intelligence Review, 2021, ⟨10.1007/s10462-021-09974-2⟩
Article dans une revue
hal-04393646
v1
|
|
|
|
A Study on the Performance of Unconstrained Very Low Resolution Face Recognition: Analyzing Current Trends and New Research DirectionsIEEE Access, 2021, 9, pp.75470-75493. ⟨10.1109/ACCESS.2021.3080712⟩
Article dans une revue
hal-04393644
v1
|
Chargement...
Chargement...