Publications: Video analysis

An End-to-End Multi-task and Fusion CNN for Inertial-based Gait Recognition
Rubén Delgado-Escaño, Francisco M. Castro, Julián R. Cózar, Manuel J. Marín-Jiménez, Nicolás Guil
IEEE Access, To appear
End-to-End Incremental Learning
Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil, Cordelia Schmid and Karteek Alahari
European Conference on Computer Vision (ECCV), Munich, September, 2018
DOI: 10.1007
Improving Bag-of-Visual-Words model using visual n-grams for human action classification
Ruber Hernández-García, Julián Ramos-Cózar, Nicolás Guil, Edel García-Reyes, Hichem Sahli
Journal of Expert Systems with Applications, vol. 92, pp. 182-191, 2017
DOI: 10.1016/j.eswa.2017.09.016
Evaluation of CNN architectures for gait recognition based on optical flow maps
Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil, Sergio López-Tapia, N. Pérez de la Blanca
16th International Conference of the Biometrics (BIOSIG), Darmstadt, Germany, September, 2017
DOI: 10.23919/BIOSIG.2017.8053503
Deep Multitask Learning for Gait-based Biometrics
Manuel J. Marín-Jiménez, Francisco M. Castro, Nicolás Guil, Fernando de la Torre, Rafael Medina-Carnicer
IEEE International Conference on Image Processing, (ICIP 2017) , Beijing, China, September, 2017
Automatic learning of gait signatures for people identification
Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil, N. Pérez de la Blanca
Advances in Computational Intelligence (IWANN 2017), pp. 257-270, 2017
DOI: 10.1007/978-3-319-59147-6_23
Fisher Motion Descriptor for Multiview Gait Recognition
Francisco M. Castro, Manuel J. Marín-Jiménez, Rafael Muñoz-Salinas, Nicolás Guil
International Journal of Pattern Recognition and Artificial Intelligence, vol. 31, Iss. 1, 2017
DOI: 10.1142/S021800141756002X
Multimodal features fusion for gait, gender and shoes recognition
Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil
Machine Vision and Applications, in press, 2016
On how to improve tracklet-based gait recognition systems
J. Marín-Jiménez, Francisco M Castro, Angel Carmona-Poyato, Nicolas Guil
Pattern Recognition Letters, in press, 2015
Empirical study of audio-visual features fusion for gait recognition
Francisco M. Castro, Manuel J. Marín-Jiménez and Nicolas Guil
International Conference on Computer Analysis of Images and Patterns(CAIP), Malta, 2015
Robust tracking for augmented reality
Jose Mª González-Linares, Julián R. Cózar, Nicolás Guil
International Work Conference on Artificial Neural Networks (IWANN), Palma de Mallorca , Spain, 2015
DOI: 10.1007/978-3-319-19258-1_26
Action Classification based on Frequent Subgraphs of Optimal Visual Words
Ruber Hernández-García, Edel García-Reyes, Julián Ramos-Cózar and Nicolás Guil
19th Iberoamerican Congress on Pattern Recognition, Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications, LNCS 8827, Puerto Vallarta, Mexico 2014
DOI: 10.1007/978-3-319-12568-8
Low Textured Regions Detection for Improving Stereoscopy Algorithms
Salvador Ibarra-Delgado, Julián R. Cózar , Jose Mª González-Linares, Juan Gómez-Luna, Nicolás Guil
The 2014 International Conference on High Performance Computing & Simulation (HPCS 2014), Bologna, Italy, 2014
DOI: 10.1109/HPCSim.2014.6903753
Pre-Ictal Phase Detection with SVMs
Julián R. Cózar, Vesna Zeljkovi, José Mª González-Linares, Nicolás Guil, Milena Bojic, Ventzeslav Valev
The 2014 International Conference on High Performance Computing & Simulation (HPCS 2014), Bologna, Italy, 2014
DOI: 10.1109/HPCSim.2014.6903750
A Framework for TV logos Learning using Linear Inverse Diffusion Filters for Noise Removal
Julián R. Cózar, Vesna Zeljkovic, J. M. González-Linares, N. Guil, Claude Tameze, Ventseslav Valev
2013 International Conference on High Performance Computing & Simulation , 2013
Reducing Vocabulary Size in Human Action Classification
J. R. Cózar, R. Hernández, Y. Heredia, J. M . González-Linares, N. Guil
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES-2012, San Sebastian, Spain, 2012
Pixel-based background initialization using spatio-temporal restrictions
J. Villalba, J. M. González-Linares, J. R. Cózar, N. Guil
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES-2012, San Sebastian, Spain, 2012
Visual Words Selection for Human Action Classification
J. R. Cózar, R. Hernández, Y. Heredia, J. M. González-Linares, N. Guil
International Conference on High Perform ance Computing & Simulationi (HPCS2012), Madrid, Spain, 2012
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Detection of logos in low quality videos
J. R. Cózar, P. Nieto, J. M. González-Linares, Y. Hernández-Heredia, N. Guil
11th International Conference on Intelligent Systems Design and Applications, ISDA11, Cordoba, Spain, 2011
Computational Intelligence in Multimedia Processing
Nicolás Guil, Julio C. Bregáins, Adriana Dapena
International Work Conference on Artificial Neural Networks (IWANN) , Málaga, Spain, 2011
Kernel-Based Object Tracking Using a Simple Fuzzy Color Histogram
Juan Villalba Espinosa, Jose González-Linares, Julián R. Cózar and Nicolás Guil
International Work Conference on Artificial Neural Networks (IWANN), Málaga, Spain, 2011
A TV-Logo Classification and Learning System
Pablo Nieto; Julian R. Cozar; Jose M. Gonzalez-Linares; Nicolas Guil
IEEE Int'l Conf. On Image Processing (ICIP), 2008
A Clustering Technique for Video Copy Detection
Jose M. Gonzalez-Linares; Julian R. Cozar; Nicolas Guil
Iberian Conference on Pattern Recognition and Image Analysis, LNCS 4477, pp. 451-458, 2007. ISSN 0302-9743
Logotype Detection to Support Semantic-Based Video Annotation
Julian R. Cozar; N. Guil; J.M. Gonzalez-Linares; Emilio L. Zapata; Ebroul Izquierdo
Signal Processing-Image Communication, 22(7-8), pp.669-679, 2007, ISSN 0923-5965.
Video Cataloging Based On Robust Logotype Detection
Julian Ramos-Cozar; Nicolas Guil; Jose M. Gonzalez-Linares; Emilio L. Zapata
IEEE International Conference on Image Processing (ICIP), 2006.
Analysis and Description of the Semantic Content Of Cell Biological Videos
Andres Rodriguez Moreno; David M. Shotton; Nicolas Guil; Oswaldo Trelles.
Multimedia Tools & Applications, 25(1), pp. 37-58, 2005.
Combining Luminance And Edge Based Metrics For Robust Temporal Video Segmentation
Jose I. Benavides; Edmundo Saez Pena; Nicolas Guil
IEEE International Conference on Image Proccessing (ICIP), 2004. ISBN 0-7803-8554-3
Reliable Real Time Scene Change Detection In Mpeg Compressed Video
Edmundo Saez Pena; Jose I. Benavides; Nicolas Guil
IEEE International Conference on Multimedia and Expo (ICME), 2004. ISBN 0-7803-8554-3.
Automatic Analysis of the Content of Cell Biological Videos and Database Organization of Their Metadata Descriptors
Andres Rodriguez Moreno; Nicolas Guil; David M. Shotton; Oswaldo Trelles
IEEE Transactions on Multimedia, 6(1), pp. 119-128, 2004, ISSN 1520-9210.
Global Motion Estimation Algorithm for Video Segmentation
Edmundo Saez Pena; Jose M. Palomares Munoz; Jose I. Benavides
Proceedings of Visual Communications and Image Processing, pp. 1540-1550, 2003, ISBN 0-8194-5023-5
A Metadata Classification Schema for Semantic Content Analysis of Videos
Andres Rodriguez Moreno; Nicolas Guil; Oswaldo Trelles; David M. Shotton
Journal of Microscopy, 205, pp. 33-42, 2002, ISSN 0022-2720
New Edge-Based Feature Extraction Algorithm For Video Segmentation
Jose I. Benavides; Edmundo Saez; Jose M. Palomares; Jose M. Gonzalez-Linares; Nicolas Guil
Proceedings on Image and Video Comunications and Processing , pp. 861-872. 2003, ISBN 0-8194-4822-2.
Automatic Feature Extraction in Wound Healing Videos
Andres Rodriguez Moreno; Oswaldo Trelles; Nicolas Guil; David M. Shotton
The 6th RIAO Conf. on Content-Based Multimedia Information Access (RIAO'2000), Paris (France), 2000.
Automatic Tracking Of Moving Bacterial Cells In Scientific Videos
Andres Rodriguez Moreno; Oswaldo Trelles; Nicolas Guil; David M. Shotton
The 6th RIAO Conf. on Content-Based Multimedia Information Access (RIAO'2000), Paris (France), 2000.
Object Tracking And Event Recognition In Biological Microscopy Videos
Andres Rodriguez Moreno; Oswaldo Trelles; Nicolas Guil; David M. Shotton
International Conference On Pattern Recognition (CVPR), Barcelona (SPAIN), 2000.
Real-Time Virtual Video Production
Emilio L. Zapata; Nicolas Guil
Workshop on European Scientific and Industrial Collaboration on Promoting Advanced Technologies in Manufacturing, Girona (SPAIN), 1997