Francisco M. Castro

Researcher
Member of the VIP group
Department of Computer Architecture
University of Málaga
ETSI Informática, Campus Teatinos
29071, Málaga, Spain

e-mail: f c a s t r o [AT] u m a [DOT] e s

I am a researcher at the Universty of Malaga. I am working on gait recognition in single-view or multi-view. I am interested in human-centric video understanding and machine learning. You can find my complete CV here.

Publications

Google Scholar profile

Automatic learning of gait signatures for people identification

Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Cordelia Schmid, Karteek Alahari
End-to-End Incremental Learning
European Conference on Computer Vision, (ECCV), 2018.

Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs

Francisco M. Castro, Nicolas Guil, Manuel J. Marin-Jimenez, Jesus Perez-Serrano, Manuel Ujaldon
Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs
Concurrency and Computation: Practice and Experience

Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Nicolas Perez de la Blanca
Automatic learning of gait signatures for people identification
International Work-Conference on Artificial Neural Networks, (IWANN), 2017.

Deep multi-task learning for gait-based biometrics

Manuel J. Marin-Jimenez, Francisco M. Castro, Nicolas Guil, Fernando de la Torre, Rafael Medina-Carnicer
Deep multi-task learning for gait-based biometrics
IEEE International Conference on Image Processing, (ICIP), 2017.

Evaluation of CNN architectures for gait recognition based on optical flow maps

Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Santiago Lopez-Tapia, Nicolas Perez de la Blanca
Evaluation of CNN architectures for gait recognition based on optical flow maps
International Conference of the Biometrics Special Interest Group, (BIOSIG), 2017.

Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Rafael Muñoz-Salinas
Fisher Motion Descriptor for Multiview Gait Recognition
International Journal of Pattern Recognition and Artificial Intelligence, (IJPRAI), 2017.

Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil
Multimodal features fusion for Gait, Gender and Shoes recognition
Machine Vision and Applications, (MVA), 2016.

F.M. Castro, M. Marin-Jimenez, A. Carmona-Poyato, N. Guil
On how to improve tracklet-based gait recognition systems
Pattern Recognition Letters, (PRL), 2015.

F.M. Castro, M. Marin-Jimenez, N. Guil
Empirical Study of Audio-Visual Features Fusion for Gait Recognition
Computer Analysis of Images and Patterns, (CAIP), 2015.

F.M. Castro, M. Marin-Jimenez, R. Medina-Carnicer
Pyramidal Fisher Motion for Multiview Gait Recognition
International Conference on Pattern Recognition, (ICPR), 2014.