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2020 – today
- 2024
[c14]Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Prayag Tiwari, Josef Bigün:
Combined CNN and ViT features off-the-shelf: Another astounding baseline for recognition. WIFS 2024: 1-6- [i20]Kevin Hernandez-Diaz, Josef Bigün, Fernando Alonso-Fernandez:
Understanding and Improving CNNs with Complex Structure Tensor: A Biometrics Study. CoRR abs/2404.15608 (2024) - [i19]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 abs/2405.18302 (2024) - [i18]Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Prayag Tiwari, Josef Bigün:
Combined CNN and ViT features off-the-shelf: Another astounding baseline for recognition. CoRR abs/2407.19472 (2024) - 2023
- [j4]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: 100396-100413 (2023) - [c13]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: 1-12 - [c12]Otto Zell, Joel Pålsson, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson:
Image-Based Fire Detection in Industrial Environments with YOLOv4. ICPRAM 2023: 379-386 - [c11]August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson:
Synthetic Data for Object Classification in Industrial Applications. ICPRAM 2023: 387-394 - [c10]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: 395-402 - [c9]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: 349-361 - [c8]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: 1-6 - [i17]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 abs/2307.05128 (2023) - [i16]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 abs/2307.10697 (2023) - [i15]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 abs/2307.13428 (2023) - [i14]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 abs/2308.04168 (2023) - 2022
- [j3]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: 104-111 (2022) - [d1]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. Zenodo, 2022
- [i13]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 abs/2203.06082 (2022) - [i12]Otto Zell, Joel Pålsson, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson:
Image-Based Fire Detection in Industrial Environments with YOLOv4. CoRR abs/2212.04786 (2022) - [i11]August Baaz, Yonan Yonan, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Felix Nilsson:
Synthetic Data for Object Classification in Industrial Applications. CoRR abs/2212.04790 (2022) - [i10]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 abs/2212.04794 (2022) - 2021
- [j2]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): 562-580 (2021) - [j1]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): 405-426 (2021) - [c7]Elias Josse, Amanda Nerborg, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez:
In-Bed Person Monitoring Using Thermal Infrared Sensors. FedCSIS 2021: 121-125 - [i9]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 abs/2103.16760 (2021) - [i8]Elias Josse, Amanda Nerborg, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez:
In-Bed Person Monitoring Using Thermal Infrared Sensors. CoRR abs/2107.07986 (2021) - [i7]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 abs/2110.08934 (2021) - 2020
- [c6]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: 11-19 - [c5]Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez:
Cloud-Based Face and Speech Recognition for Access Control Applications. CNS 2020: 1-8 - [c4]Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün:
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks. IJCB 2020: 1-9 - [c3]Fernando Alonso-Fernandez, Javier Barrachina, Kevin Hernandez-Diaz, Josef Bigün:
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms. ICPR Workshops (8) 2020: 139-153 - [i6]Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün:
Spectrum Translation for Cross-Spectral Ocular Matching. CoRR abs/2002.06228 (2020) - [i5]Nathalie Tkauc, Thao Tran, Kevin Hernandez-Diaz, Fernando Alonso-Fernandez:
Cloud-Based Face and Speech Recognition for Access Control Applications. CoRR abs/2004.11168 (2020) - [i4]Fernando Alonso-Fernandez, Javier Barrachina, Kevin Hernandez-Diaz, Josef Bigün:
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms. CoRR abs/2007.08566 (2020) - [i3]Fernando Alonso-Fernandez, Nicole Mariah Sharon Belvisi, Kevin Hernandez-Diaz, Naveed Muhammad, Josef Bigün:
Forensic Writer Identification Using Microblogging Texts. CoRR abs/2008.01533 (2020) - [i2]Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün:
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks. CoRR abs/2008.11604 (2020)
2010 – 2019
- 2019
- [c2]Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün:
Cross Spectral Periocular Matching using ResNet Features. ICB 2019: 1-7 - 2018
- [c1]Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün:
Periocular Recognition Using CNN Features Off-the-Shelf. BIOSIG 2018: 1-5 - [i1]Kevin Hernandez-Diaz, Fernando Alonso-Fernandez, Josef Bigün:
Periocular Recognition Using CNN Features Off-the-Shelf. CoRR abs/1809.06157 (2018)
Coauthor Index
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