Francisco M. Castro

PhD student
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 PhD student advised by Manuel J. Marín and Nicolás Guil. 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

Automatic  learning  of  gait  signatures  for  people  identification

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.

Fisher Motion Descriptor for Multiview Gait Recognition

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.

Multimodal features fusion for gait, gender and shoes recognition

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

On how to improve tracklet-based gait recognition systems

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.

Empirical Study of Audio-Visual Features Fusion for Gait Recognition

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.

Pyramidal Fisher Motion for Multiview Gait
Recognition

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