David Freire-Obregón I am an associate professor at ULPGC (University of Las Palmas de Gran Canaria) with expertise in the field of Human Activity Recognition (HAR) models applied in the sportive domain and biometrics. I completed my PhD at ULPGC under the supervision of Modesto-Castrillón-Santana. With a passion for advancing research in these areas, I am dedicated to exploring innovative approaches that bridge the gap between technology and sports performance, as well as developing secure and accurate biometric systems. |
Exploring biometric domain adaptation in human action recognition models for unconstrained environments
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@article{freire24mtap, title={Exploring biometric domain adaptation in human action recognition models for unconstrained environments}, author={David Freire-Obregón and Paola Barra and Modesto Castrillón-Santana and Maria de Marsico}, journal={Multimedia Tools and Applications}, %volume={not yet}, %number={not yet}, year={2024}, doi={10.1007/s11042-024-18469-5} } |
Zero-shot Ear Cross-dataset Transfer for Person Recognition on Mobile Devices
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@article{freire23prl, title={Zero-shot Ear Cross-dataset Transfer for Person Recognition on Mobile Devices}, author={David Freire-Obregón and Maria De Marsico and Paola Barra and Javier Lorenzo-Navarro and Modesto Castrillón-Santana}, journal={Pattern Recognition Letters}, pages={143-150}, volume={166}, year={2023}, doi = {10.1016/j.patrec.2023.01.012} } |
Facial expression analysis in a wild sporting environment
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@article{ojsantana22mtool, title={Facial expression analysis in a wild sporting environment}, author={Oliverio J. Santana and David Freire-Obregón and Daniel Hernández-Sosa and Javier Lorenzo-Navarro and Elena Sánchez-Nielsen and Modesto Castrillón-Santana}, journal={Multimedia Tools and Applications}, volume = {82}, year={2023}, number = {8}, pages = {11395--11415}, doi = {10.1007/s11042-022-13654-w} } |
Towards cumulative race time regression in sports: I3D ConvNet transfer learning in ultra-distance running events
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@inproceedings{freire22icpr, title={Towards cumulative race time regression in sports: I3D ConvNet transfer learning in ultra-distance running events}, author={David Freire-Obregón and Javier Lorenzo-Navarro and Oliverio J. Santana and Daniel Hernández-Sosa and Modesto Castrillón-Santana}, booktitle={International Conference on Pattern Recognition (ICPR)}, pages = {805-811}, year={2022}, doi = {10.1109/ICPR56361.2022.9956174} } |
Decontextualized I3D ConvNet for ultra-distance runners performance analysis at a glance
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@inproceedings{freire22iciap, title={Decontextualized I3D ConvNet for ultra-distance runners performance analysis at a glance}, author={David Freire-Obregón and Javier Lorenzo-Navarro and Modesto Castrillón-Santana}, booktitle={International Conference on Image Analysis and Processing (ICIAP)}, pages = {242-253}, year={2022}, doi = {10.1007/978-3-031-06433-3_21} } |
Inflated 3D ConvNet context analysis for violence detection
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@article{freire22mvap, title={Inflated 3D ConvNet context analysis for violence detection}, author={David Freire-Obregón and Paola Barra and Modesto Castrillón-Santana and Maria de Marsico}, journal={Machine Vision and Applications}, volume={33}, number={15}, year={2022}, doi={10.1007/s00138-021-01264-9} } |
Improving user verification in human-robot interaction from audio or image inputs through sample quality assessment
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@article{freire21prl, title = {Improving user verification in human-robot interaction from audio or image inputs through sample quality assessment}, author = {David Freire-Obregón and Kevin Rosales-Santana and Pedro A. Marín-Reyes and Adrian Penate-Sanchez and Javier Lorenzo-Navarro and Modesto Castrillón-Santana}, journal = {Pattern Recognition Letters}, volume = {149}, pages = {179-184}, year = {2021}, doi = {10.1016/j.patrec.2021.06.014} } |
TGCRbNW: A dataset for runner bib number detection (and recognition) in the wild
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@inproceedings{hercas21icpr, author={Hernández-Carrascosa, Pablo and Penate-Sanchez, Adrian and Lorenzo-Navarro, Javier and Freire-Obregón, David and Castrillón-Santana, Modesto}, booktitle={2020 25th International Conference on Pattern Recognition (ICPR)}, title={TGCRBNW: A Dataset for Runner Bib Number Detection (and Recognition) in the Wild}, year={2021}, pages={9445-9451}, doi={10.1109/ICPR48806.2021.9412220} } |
TGC20ReId: A dataset for sport event re-identification in the wild
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@article{penate20prl, title = {TGC20ReId: A dataset for sport event re-identification in the wild}, author = {Adrian Penate-Sanchez and David Freire-Obregón and Adrián Lorenzo-Melián and Javier Lorenzo-Navarro and Modesto Castrillón-Santana}, journal = {Pattern Recognition Letters}, volume = {138}, pages = {355-361}, year = {2020}, doi = {10.1016/j.patrec.2020.08.003} } |
An attention recurrent model for human cooperation detection
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@article{freire20cviu, title = {An attention recurrent model for human cooperation detection}, author = {David Freire-Obregón and Modesto Castrillón-Santana and Paola Barra and Carmen Bisogni and Michele Nappi}, journal = {Computer Vision and Image Understanding}, volume = {197-198}, pages = {102991}, year = {2020}, doi = {10.1016/j.cviu.2020.102991} } |
Deep learning for source camera identification on mobile devices
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@article{freire19prl, title = {Deep learning for source camera identification on mobile devices}, author = {David Freire-Obregón and Fabio Narducci and Silvio Barra and Modesto Castrillón-Santana}, journal = {Pattern Recognition Letters}, volume = {126}, pages = {86-91}, year = {2019}, doi = {10.1016/j.patrec.2018.01.005} } |
Evaluation of local descriptors and CNNs for non-adult detection in visual content
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@article{castrillon18prl, title = {Evaluation of local descriptors and CNNs for non-adult detection in visual content}, author = {Modesto Castrillón-Santana and Javier Lorenzo-Navarro and Carlos M. Travieso-González and David Freire-Obregón and Jesús B. Alonso-Hernández}, journal = {Pattern Recognition Letters}, volume = {113}, pages = {10-18}, year = {2018}, doi = {10.1016/j.patrec.2017.03.016} } |
Automatic clothes segmentation for soft biometrics
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@inproceedings{freire14icip, title={Automatic clothes segmentation for soft biometrics}, author={Freire-Obregón, D. and Castrillón-Santana, M. and Ramón-Balmaseda, E. and Lorenzo-Navarro, J.}, booktitle={2014 IEEE International Conference on Image Processing (ICIP)}, year={2014}, pages={4972-4976}, doi={10.1109/ICIP.2014.7026007} } |