Kevin Hernandez-Diaz

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Face Recognition

Structure Tensor

Industrial Applications

Mobile Platforms

Top Venues

Publications

Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün
Deep Network Pruning: A Comparative Study on CNNs in Face Recognition. CoRR (2024)
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Prayag Tiwari, Josef Bigün
Combined CNN and ViT features off-the-shelf: Another astounding baseline for recognition. CoRR (2024)
Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez
Understanding and Improving CNNs with Complex Structure Tensor: A Biometrics Study. CoRR (2024)
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep Representations. IEEE Access 11 (2023)
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün
An Explainable Model-Agnostic Algorithm for CNN-Based Biometrics Verification. WIFS (2023)
Otto Zell, Joel Pålsson, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson
Image-Based Fire Detection in Industrial Environments with YOLOv4. ICPRAM (2023)
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
EFaR 2023: Efficient Face Recognition Competition. CoRR (2023)
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Josef Bigün
SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning. CoRR (2023)
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Josef Bigün
SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More via Filter Pruning. IWAIPR (2023)
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
EFaR 2023: Efficient Face Recognition Competition. IJCB (2023)
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep Representations. CoRR (2023)
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Jose Maria Buades Rubio, Prayag Tiwari, Josef Bigün
An Explainable Model-Agnostic Algorithm for CNN-based Biometrics Verification. CoRR (2023)
August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson
Synthetic Data for Object Classification in Industrial Applications. ICPRAM (2023)
Jonathan Karlsson, Fredrik Strand, Josef Bigün, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Felix Nilsson
Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers. ICPRAM (2023)
Jonathan Karlsson, Fredrik Strand, Josef Bigün, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Felix Nilsson
Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers. CoRR (2022)
Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez
LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality Filters. CoRR (2022)
August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson
Synthetic Data for Object Classification in Industrial Applications. CoRR (2022)
Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez
On the effect of selfie beautification filters on face detection and recognition. Pattern Recognit. Lett. 163 (2022)
Otto Zell, Joel Pålsson, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson
Image-Based Fire Detection in Industrial Environments with YOLOv4. CoRR (2022)
Elias Josse, Amanda Nerborg, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
In-Bed Person Monitoring Using Thermal Infrared Sensors. CoRR (2021)
Fernando Alonso-Fernandez, Nicole Mariah Sharon Belvisi, Kevin Hernandez-Diaz, Naveed Muhammad, Josef Bigün
Writer Identification Using Microblogging Texts for Social Media Forensics. IEEE Trans. Biom. Behav. Identity Sci. 3 (3) (2021)
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Silvia Ramis, Francisco José Perales López, Josef Bigün
Facial masks and soft-biometrics: Leveraging face recognition CNNs for age and gender prediction on mobile ocular images. IET Biom. 10 (5) (2021)
Elias Josse, Amanda Nerborg, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
In-Bed Person Monitoring Using Thermal Infrared Sensors. FedCSIS (2021)
Pontus Hedman, Vasilios Skepetzis, Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez
On the Effect of Selfie Beautification Filters on Face Detection and Recognition. CoRR (2021)
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Silvia Ramis, Francisco José Perales López, Josef Bigün
Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images. CoRR (2021)
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks. CoRR (2020)
Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
Cloud-Based Face and Speech Recognition for Access Control Applications. CNS (2020)
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks. IJCB (2020)
Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Silvia Ramis, Francisco José Perales López, Josef Bigün
Soft-Biometrics Estimation In the Era of Facial Masks. BIOSIG (2020)
Fernando Alonso-Fernandez, Javier Barrachina, Kevin Hernandez-Diaz, Josef Bigün
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms. CoRR (2020)
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
Spectrum Translation for Cross-Spectral Ocular Matching. CoRR (2020)
Fernando Alonso-Fernandez, Javier Barrachina, Kevin Hernandez-Diaz, Josef Bigün
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms. ICPR Workshops (8) (2020)
Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez
Cloud-Based Face and Speech Recognition for Access Control Applications. CoRR (2020)
Fernando Alonso-Fernandez, Nicole Mariah Sharon Belvisi, Kevin Hernandez-Diaz, Naveed Muhammad, Josef Bigün
Forensic Writer Identification Using Microblogging Texts. CoRR (2020)
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
Cross Spectral Periocular Matching using ResNet Features. ICB (2019)
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
Periocular Recognition Using CNN Features Off-the-Shelf. BIOSIG (2018)
Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün
Periocular Recognition Using CNN Features Off-the-Shelf. CoRR (2018)