About me
Hi, I'm a Ph.D. in Computer Science from University of Cordoba (2016). I'm speciallized in computer vision. My doctoral thesis investigates the fusion of information provided by several local descriptors (natural features) and the classification of fiducial markers (artificial features) using machine learning methods.
Research
Doctoral Thesis
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Contributions to camera pose estimation
Directors: Muñoz Salinas, Rafael. Medina-Carnicer, Rafael. 2016 Editor: Universidad de Córdoba, UCOPress
The task of finding correspondences between 3D points and its 2D projections, and between 2D projections of diferent images is a fundamental step for Camera pose estimation. This PhD Thesis proposes two novel approaches to solve the problem of finding correspondeces using both natural and artificial features.
Journal Articles
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Keypoint descriptor fusion with Dempster–Shafer theory
V.M. Mondéjar-Guerra, R. Muñoz-Salinas, M.J. Marín-Jiménez, A. Carmona-Poyato, R. Medina-Carnicer. International Journal of Approximate Reasoning Volume 60 Issue C, May 2015, Pages 57-70
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Robust identification of fiducial markers in challenging conditions
V. Mondéjar-Guerra, S. Garrido-Jurado, R. Muñoz-Salinas, M. J. Marín-Jiménez, R. Medina-Carnicer. Biomedical Signal Processing and Control Volume 47, January 2019, Pages 41-48
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Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers
V.Mondéjar-Guerra, J.Novo, J.Rouco, M.G.Penedo, M.Ortega. Expert Systems with Applications Volume 93 Issue C, May 2018, Pages 336-345