All Papers
Author: F.M. Castro

2024

AttenGait: Gait Recognition with Attention and Rich Modalities [doi]
F.M. Castro, R. Delgado-Escaño, R. Hernandez-Garcia, M.J. Marin, N. Guil
Pattern Recognition, 148, April 2024, 110171

2023

From Synthetic Data to Real Palm Vein Identification: a Fine-Tuning Approach [doi]
R. Hernandez-Garcia, E.H. Salazar-Jurado, R.J. Barrientos, F.M. Castro, J.R. Cozar, N. Guil
13th International Conference on Pattern Recognition Systems (ICPRS'23), Guayaquil (Ecuador), July 2023

Real-Time Unsupervised Object Localization on the Edge for Airport Video Surveillance [doi]
P. Ruiz, F.M. Castro, N. Guil
11th Iberian Conference on Pattern Recognition and Image Analysis(ibPRIA'23), Alicante (Spain), June 2023
(Springer, LNCS 14062, A. Pertusa, A.J. Gallego, J.A. Sanchez and J.A. Domingues, Eds., pp. 466-478)

Multimodal Human Pose Feature Fusion for Gait Recognition [doi]
N. Cubero, F.M. Castro, J.R. Cozar, N. Guil, M.J. Marin-Jimenez
11th Iberian Conference on Pattern Recognition and Image Analysis(ibPRIA'23), Alicante (Spain), June 2023
(Springer, LNCS 14062, A. Pertusa, A.J. Gallego, J.A. Sanchez and J.A. Domingues, Eds., pp. 389-401)

2022

High Performance Inference of Gait Recognition Models on Embedded Systems [doi]
P. Ruiz, F.M. Castro, R. Delgado, J.R. Cozar, N. Guil
Sustainable Computing: Informatics and Systems, 36, December 2022, 100814

Lightweight Structure-Aware Attention for Visual Understanding [arXiv]
H. Kwon, F.M. Castro, M.J. Marin-Jimenez, N. Guil, K. Alahari
arXiv:2211.16289 [cs.CV], November 2022

A Hybrid Piece-Wise Slowdown Model for Concurrent Kernel Execution on GPU [doi]
B. Lopez-Albelda, F.M. Castro, J.M. Gonzalez-Linares, N. Guil
28th International European Conference on Parallel and Distributed Computing (EuroPar'22), Glasgow (UK), August 2022
(Springer, LNCS 13440, J. Cano and P. Trinder, Eds., pp. 369-384)

CNN-based Model for Gender and Age Classification based on Palm Vein Images [doi]
R. Hernandez-Garcia, Z. Feng, R.J. Barrientos, F.M. Castro, J.R. Cozar, N. Guil
12th International Conference on Pattern Recognition Systems (ICPRS'22), Saint-Etienne (France), June 2022

FlexSched: Efficient Scheduling Techniques for Concurrent Kernel Execution on GPUs [doi]
B. Lopez-Albelda, F.M. Castro, J.M. Gonzalez-Linares, N. Guil
The Journal of Supercomputing, 78, January 2022, pp. 43-71

2021

UGaitNet: Multimodal Gait Recognition With Missing Input Modalities [doi]
M.J. Marin-Jimenez, F.M. Castro, R. Delgado, V. Kalogeiton, N. Guil
IEEE Transactions on Information Forensics and Security, 16, December 2021, pp. 5452-5462

GaitCopy: Disentangling Appearance for Gait Recognition by Signature Copy [doi]
R. Delgado, F.M. Castro, N. Guil, M.J. Marin-Jimenez
IEEE Access, 9, December 2021, pp. 164339-164347

Large-Scale Palm Vein Recognition on Synthetic Datasets [doi]
R. Hernandez-Garcia, J.I. Santamaria, R.J. Barrientos, E.H. Salazar-Jurado, F.M. Castro, J.R. Cozar, N. Guil
40th International Conference of the Chilean Computer Science Society (SCCC), La Serena (Chile), November 2021

Evaluation of End-to-End CNN Models for Palm Vein Recognition [doi]
J.I. Santamaria, R. Hernandez-Garcia, R.J. Barrientos, F.M. Castro, J.R. Cozar, N. Guil
40th International Conference of the Chilean Computer Science Society (SCCC), La Serena (Chile), November 2021

Anomalous Object Detection by Active Search with PTZ Cameras [doi]
E. Lopez-Rubio, M.A. Molina, F.M. Castro, R.F. Luque, M.J. Marin-Jimenez, N. Guil
Expert Systems with Applications, 181, November 2021, art. 115150

Introduce Metodologías Activas en tu Clase, Indispensable en Tiempos de Pandemia [link]
E. Hendrix, F.M. Castro, D.A. Constantinescu, F. Corbera, S. Gonzalez-Navarro, M. Gonzalez, J. Hormigo, J.R. Cozar, A. Rodriguez
XXXI Jornadas de Paralelismo (JP'20/21) (parte de las Jornadas Sarteco), Malaga (Spain), September 2021

Multimodal Gait Recognition Under Missing Modalities [doi]
R. Delgado, F.M. Castro, N. Guil, V. Kalogeiton, M.J. Marin-Jimenez
IEEE International Conference on Image Processing (ICIP), Anchorage (AK, USA), August 2021

ReSGait: The Real-Scene Gait Dataset [doi]
Z. Mu, F.M. Castro, M.J. Marin-Jimenez, N. Guil, Y-R. Li
IEEE International Joint Conference on Biometrics (IJCB), Shenzhen (China), August 2021

2020

iLGaCo: Incremental Learning of Gait Covariate Factors [doi][arXiv]
Z. Mu, F.M. Castro, M.J. Marin, N. Guil, Y-L. Li, S. Yu
International Joint Conference on Biometrics (IJCB'20), Houston (TX, USA), September-October 2020
(arXiv:2008.13507 [cs.CV])

MuPeG - The Multiple Person Gait Framework [doi]
R. Delgado, F.M. Castro, J.R. Cozar, M.J. Marin, N. Guil
Sensors, 20 (5), March 2020, art. 1358

Multimodal Feature Fusion for CNN-based Gait Recognition: An Empirical Comparison [doi]
F.M. Castro, M.J. Marin, N. Guil, N. Perez-de-la-Blanca
Neural Computing and Applications, 32, March 2020, pp. 14173-14193

A Cross-Dataset Deep Learning-based Classifier for People Fall Detection and Identification [doi]
R. Delgado, F.M. Castro, J.R. Cozar, M.J. Marin, N. Guil, E. Casilari
Computer Methods and Programs in Biomedicine, 184, February 2020

2019

Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs [doi]
F.M. Castro, N. Guil, M.J. Marin-Jimenez, J. Perez-Serrano, M. Ujaldon
Concurrency and Computation: Practice and Experience, 31 (21), November 2019

A Weakly-Supervised Approach for Discovering Common Objects in Airport Video Surveillance Footage [doi]
F.M. Castro, R. Delgado, N. Guil, M.J. Marin
9th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA'19), Madrid (Spain), July 2019
(Springer, LNCS 11868, A. Morales, J. Fierrez, J.S. Sanchez and B. Ribeiro, Eds., pp. 296-308)

2018

An End-to-End Multi-Task and Fusion CNN for Inertial-Based Gait Recognition [doi]
R. Delgado, F.M. Castro, J.R. Cozar, M.J. Marin, N. Guil
IEEE Access, 7, December 2018, pp. 1897-1908

End-to-End Incremental Learning [doi]
F.M. Castro, M.J. Marin-Jimenez, N. Guil, C. Schmid, K. Alahari
15th European Conference on Computer Vision (ECCV’18), Munich (Germany), September 2018
(Springer, LNCS 11216, V. Ferrari, M. Hebert, C. Sminchisescu and Y. Weiss, Eds., pp. 241-257)

2017

Deep Multi-Task Learning for Gait-Based Biometrics [doi]
M.J. Marin-Jimenez, F.M. Castro, N. Guil, F. de la Torre, R. Medina-Carnicer
IEEE International Conference on Image Processing, (ICIP’17), Beijing (China), September 2017

Evaluation of CNN Architectures for Gait Recognition Based on Optical Flow Maps [doi]
F.M. Castro, M.J. Marin-Jimenez, N. Guil, S. Lopez-Tapia, N. Perez de la Blanca
International Conference of the Biometrics Special Interest Group (BIOSIG’17), Darmstadt (Germany), September 2017

Automatic Learning of Gait Signatures for People Identification [doi]
F.M. Castro, M.J. Marin-Jimenez, N. Guil, N. Perez de la Blanca
14th International Work-Conference on Artificial Neural Networks (IWANN’17), Cadiz (Spain), June 2017
(Springer, LNCS 10306, I. Rojas, G. Joya and A. Catala, Eds., pp. 257-270)

Fisher Motion Descriptor for Multiview Gait Recognition [doi]
F.M. Castro, M.J. Marin-Jimenez, N. Guil, R. Muñoz-Salinas
International Journal of Pattern Recognition and Artificial Intelligence, 31 (1), 2017

2016

Multimodal Features Fusion for Gait, Gender and Shoes Recognition [doi]
F.M. Castro, M.J. Marin-Jimenez, N. Guil
Machine Vision and Applications, 27 (8), November 2016, pp. 1213-1228

2015

On How to Improve Tracklet-based Gait Recognition Systems [doi]
M.J. Marin-Jimenez, F.M. Castro, A. Carmona-Poyato, N. Guil
Pattern Recognition Letters, 68 (1), December 2015, pp. 103-110

Empirical Study of Audio-Visual Features Fusion for Gait Recognition [doi]
F.M. Castro, M.J. Marin-Jimenez, N. Guil
16th International Conference on Computer Analysis of Images and Patterns (CAIP’15), Valletta, Malta, September 2015
(Springer, LNCS 9256, G. Azzopardi and N. Petkov, Eds., pp. 727-739)

2014

2013

2012

2011

2010

2009

2008

2007

2006

2005

2004

2003

2002

2001

2000

1999

1998

1997

1996

1995

1994

1993

1992

1991

1990

1989

1988

1986

1985

1984

1983

1982

1981