Kevin Hernandez-Diaz

According to our database, Kevin Hernandez-Diaz authored at least 24 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Combined CNN and ViT features off-the-shelf: Another astounding baseline for recognition.

Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Prayag Tiwari, Josef Bigün

CoRR, 2024

Deep Network Pruning: A Comparative Study on CNNs in Face Recognition.

Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün

CoRR, 2024

Understanding and Improving CNNs with Complex Structure Tensor: A Biometrics Study.

Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez

CoRR, 2024

2023

One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep Representations.

Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün

IEEE Access, 2023

An Explainable Model-Agnostic Algorithm for CNN-Based Biometrics Verification.

Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2023

SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More via Filter Pruning.

Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Josef Bigün

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023

Image-Based Fire Detection in Industrial Environments with YOLOv4.

Otto Zell, Joel Pålsson, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers.

Jonathan Karlsson, Fredrik Strand, Josef Bigün, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Felix Nilsson

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Synthetic Data for Object Classification in Industrial Applications.

August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

EFaR 2023: Efficient Face Recognition Competition.

Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen, Markus Theuerkauf, Naser Damer, Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Naoufel Werghi, Klemen Grm, Vitomir Struc, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Josef Bigün, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel, Iurii Medvedev, Bo Jin, Diogo Nunes, Ahmad Hassanpour, Pankaj Khatiwada, Aafan Ahmad Toor, Bian Yang

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

2022

LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters.

Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez

Dataset, July, 2022

On the effect of selfie beautification filters on face detection and recognition.

Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez

Pattern Recognit. Lett., 2022

LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters.

Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez

CoRR, 2022

2021

Writer Identification Using Microblogging Texts for Social Media Forensics.

Fernando Alonso-Fernandez, Nicole Mariah Sharon Belvisi, Kevin Hernandez-Diaz, Naveed Muhammad, Josef Bigün

IEEE Trans. Biom. Behav. Identity Sci., 2021

Facial masks and soft-biometrics: Leveraging face recognition CNNs for age and gender prediction on mobile ocular images.

Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Silvia Ramis, Francisco José Perales López, Josef Bigün

IET Biom., 2021

In-Bed Person Monitoring Using Thermal Infrared Sensors.

Elias Josse, Amanda Nerborg, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez

Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

2020

Forensic Writer Identification Using Microblogging Texts.

Fernando Alonso-Fernandez, Nicole Mariah Sharon Belvisi, Kevin Hernandez-Diaz, Naveed Muhammad, Josef Bigün

CoRR, 2020

Spectrum Translation for Cross-Spectral Ocular Matching.

Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün

CoRR, 2020

SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms.

Fernando Alonso-Fernandez, Javier Barrachina, Kevin Hernandez-Diaz, Josef Bigün

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Cross-Spectral Periocular Recognition with Conditional Adversarial Networks.

Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Cloud-Based Face and Speech Recognition for Access Control Applications.

Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez

Proceedings of the 8th IEEE Conference on Communications and Network Security, 2020

Soft-Biometrics Estimation In the Era of Facial Masks.

Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Silvia Ramis, Francisco José Perales López, Josef Bigün

Proceedings of the BIOSIG 2020, 2020

2019

Cross Spectral Periocular Matching using ResNet Features.

Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün

Proceedings of the 2019 International Conference on Biometrics, 2019

2018

Periocular Recognition Using CNN Features Off-the-Shelf.

Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün

Proceedings of the 2018 International Conference of the Biometrics Special Interest Group, 2018