Kevin Hernandez-Diaz

45 papers B 2C 4Journal 28Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep network pruning: A comparative study on CNNs in face recognition.
Pattern Recognit. Lett.
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün
2025 — conf
Exploring Complementarity and Explainability in CNNs for Periocular Verification Across Acquisition Distances.
BIOSIG
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Kiran B. Raja, Josef Bigün
2025 J jnl
Exploring Complementarity and Explainability in CNNs for Periocular Verification Across Acquisition Distances.
CoRR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose María Buades, Kiran B. Raja, Josef Bigün
2025 — conf
FGSSNet: Feature-Guided Semantic Segmentation of Real World Floorplans.
IWAIPR
Hugo Norrby, Gabriel Färm, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
2025 J jnl
FGSSNet: Feature-Guided Semantic Segmentation of Real World Floorplans.
CoRR
Hugo Norrby, Gabriel Färm, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
2025 — conf
Leveraging Large-Scale Face Datasets for Deep Periocular Recognition via Ocular Cropping.
IWAIPR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Josef Bigün
2025 J jnl
Leveraging Large-Scale Face Datasets for Deep Periocular Recognition via Ocular Cropping.
CoRR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Josef Bigün
2024 — conf
Combined CNN and ViT features off-the-shelf: Another astounding baseline for recognition.
WIFS
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Prayag Tiwari, Josef Bigün
2024 J jnl
Combined CNN and ViT features off-the-shelf: Another astounding baseline for recognition.
CoRR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Prayag Tiwari, Josef Bigün
2024 J jnl
Deep Network Pruning: A Comparative Study on CNNs in Face Recognition.
CoRR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün
2024 J jnl
Understanding and Improving CNNs with Complex Structure Tensor: A Biometrics Study.
CoRR
Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez
2023 — conf
An Explainable Model-Agnostic Algorithm for CNN-Based Biometrics Verification.
WIFS
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün
2023 J jnl
An Explainable Model-Agnostic Algorithm for CNN-based Biometrics Verification.
CoRR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün
2023 B conf
EFaR 2023: Efficient Face Recognition Competition.
IJCB
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
2023 J jnl
EFaR 2023: Efficient Face Recognition Competition.
CoRR
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
2023 C conf
Image-Based Fire Detection in Industrial Environments with YOLOv4.
ICPRAM
Otto Zell, Joel Pålsson, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson
2023 J jnl
One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep Representations.
IEEE Access
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
2023 J jnl
One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep Representations.
CoRR
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
2023 J jnl
SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning.
CoRR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Josef Bigün
2023 — conf
SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More via Filter Pruning.
IWAIPR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Josef Bigün
2023 C conf
Synthetic Data for Object Classification in Industrial Applications.
ICPRAM
August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson
2023 C conf
Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers.
ICPRAM
Jonathan Karlsson, Fredrik Strand, Josef Bigün, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Felix Nilsson
2022 J jnl
Image-Based Fire Detection in Industrial Environments with YOLOv4.
CoRR
Otto Zell, Joel Pålsson, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson
2022 J jnl
LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters.
CoRR
Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez
2022 J jnl
On the effect of selfie beautification filters on face detection and recognition.
Pattern Recognit. Lett.
Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez
2022 J jnl
Synthetic Data for Object Classification in Industrial Applications.
CoRR
August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson
2022 J jnl
Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers.
CoRR
Jonathan Karlsson, Fredrik Strand, Josef Bigün, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Felix Nilsson
2021 J jnl
Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images.
CoRR
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Silvia Ramis, Francisco José Perales López, Josef Bigün
2021 J jnl
Facial masks and soft-biometrics: Leveraging face recognition CNNs for age and gender prediction on mobile ocular images.
IET Biom.
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Silvia Ramis, Francisco José Perales López, Josef Bigün
2021 C conf
In-Bed Person Monitoring Using Thermal Infrared Sensors.
FedCSIS
Elias Josse, Amanda Nerborg, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
2021 J jnl
In-Bed Person Monitoring Using Thermal Infrared Sensors.
CoRR
Elias Josse, Amanda Nerborg, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
2021 J jnl
On the Effect of Selfie Beautification Filters on Face Detection and Recognition.
CoRR
Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez
2021 J jnl
Writer Identification Using Microblogging Texts for Social Media Forensics.
IEEE Trans. Biom. Behav. Identity Sci.
Fernando Alonso-Fernandez, Nicole Mariah Sharon Belvisi, Kevin Hernandez-Diaz, Naveed Muhammad, Josef Bigün
2020 — conf
Cloud-Based Face and Speech Recognition for Access Control Applications.
CNS
Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
2020 J jnl
Cloud-Based Face and Speech Recognition for Access Control Applications.
CoRR
Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
2020 B conf
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks.
IJCB
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
2020 J jnl
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks.
CoRR
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
2020 J jnl
Forensic Writer Identification Using Microblogging Texts.
CoRR
Fernando Alonso-Fernandez, Nicole Mariah Sharon Belvisi, Kevin Hernandez-Diaz, Naveed Muhammad, Josef Bigün
2020 — conf
Soft-Biometrics Estimation In the Era of Facial Masks.
BIOSIG
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Silvia Ramis, Francisco José Perales López, Josef Bigün
2020 J jnl
Spectrum Translation for Cross-Spectral Ocular Matching.
CoRR
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
2020 — conf
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms.
ICPR Workshops (8)
Fernando Alonso-Fernandez, Javier Barrachina, Kevin Hernandez-Diaz, Josef Bigün
2020 J jnl
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms.
CoRR
Fernando Alonso-Fernandez, Javier Barrachina, Kevin Hernandez-Diaz, Josef Bigün
2019 — conf
Cross Spectral Periocular Matching using ResNet Features.
ICB
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
2018 — conf
Periocular Recognition Using CNN Features Off-the-Shelf.
BIOSIG
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
2018 J jnl
Periocular Recognition Using CNN Features Off-the-Shelf.
CoRR
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün