Publicacions en revistes

• Item response theory in AI: Analysing machine learning classifiers at the instance level

  Fernando Martínez Plumed, Ricardo B.C. Prudêncio, Adolfo Martínez Usó, José Hernández Orallo. ARTIFICIAL INTELLIGENCE . Vol. 271. pp. 18-42. 2019. Científic.

• Multidimensional Optical Sensing and Imaging Systems (MOSIS): From Macro to Micro Scales

  Bahram Javidi, Xin Shen, Adam S. Markman, Pedro Latorre Carmona, Adolfo Martínez Usó, José Martínez Sotoca, Filiberto Pla Bañón, Manuel Martínez-Corral, Genaro Saavedra, Yi-Pai Huang, Adrian Stern. PROCEEDINGS OF THE IEEE. Num. 5. Vol. 105. pp. 850-875. 2017. Científic.

• Depth Estimation in Integral Imaging Based on a Maximum Voting Strategy

  Adolfo Martínez Usó, Pedro Latorre Carmona, José Martínez Sotoca, Filiberto Pla Bañón, Bahram Javidi. JOURNAL OF DISPLAY TECHNOLOGY. Num. 12. Vol. 12. pp. 1715-1723. 2016. Científic.

• Team activity recognition in Association Football using a Bag-of-Words-based method

  Raúl Montoliu Colás, Raúl Martín Félez, Joaquín Torres Sospedra, Adolfo Martínez Usó. HUMAN MOVEMENT SCIENCE. Vol. 41 . pp. 165-178. 2015. Científic.

• Modelling contextual constraints in probabilistic relaxation for multi-class semi-supervised learning

  Adolfo Martínez Usó, Filiberto Pla Bañón, José Martínez Sotoca. KNOWLEDGE-BASED SYSTEMS. Vol. 66 . pp. 82-91. 2014. Científic.

• Unsupervised colour image segmentation by low-level perceptual grouping

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. PATTERN ANALYSIS AND APPLICATIONS . Num. 4. Vol. 16 . pp. 581-594. 2013. Científic.

• Clustering-Based Hyperspectral Band Selection Using Information Measures

  Adolfo Martínez Usó, Filiberto Pla Bañón, José Martínez Sotoca, Pedro García Sevilla. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING . Num. 12 (45) Part: 2. pp. 4158-4171. 2007. Científic.

• Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla, José Martínez Sotoca. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 4225 . pp. 644-654. 2006. Científic.

• Color Image Segmentation Using Energy Minimization on a Quadtree Representation

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 3211 . pp. 25-32. 2004. Científic.

• A quadtree-based unsupervised segmentation algorithm for fruit inspection

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 2652 . pp. 510-517. 2003. Científic.

Capítols de llibre

• Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. Structural, Syntactic, and Statistical Pattern Recognition. Berlin. Ed. Springer. 2006. ISBN 9783540372363. Científic.

• Multispectral Image Segmentation for Fruit Quality Estimation

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. Artificial Intelligence Research and Development. Amsterdam. Ed. Ios Press. 2005. ISBN 1586035606. Científic.

• Multispectral Image Segmentation by Energy Minimization for Fruit Quality Estimation

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. Pattern Recognition and Image Analysis. (276) (Alemanya). Ed. Springer. 2005. ISBN 3540261540. Científic.

Aportacions a congressos

• Range estimation techniques from Integral Imaging

  Filiberto Pla Bañón, Adolfo Martínez Usó, Pedro Latorre Carmona, José Martínez Sotoca, Bahram Javidi. 15th Workshop on Information Optics (WIO). Barcelona (Espanya). 11-07-2016. Científic. 2016. Ed. IEEE. 15th Workshop on Information Optics (WIO). ISBN 9781509021635.

• Multidimensional Prediction Models When the Resolution Context Changes

  Adolfo Martínez Usó, José Hernández-Orallo. Machine Learning and Knowledge Discovery in Databases (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases-ECML PKDD 2015-). Porto (Portugal). 07-09-2015. Científic. 2015. ISSN 0302-9743.

• UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems

  Joaquín Torres Sospedra, Raúl Montoliu Colás, Adolfo Martínez Usó, J.P. Avariento, Tomás Joaquín Arnau Porcar, M. Benedito Bordonau, Joaquín Huerta Guijarro. 5th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014). Bexco, Busan, Korea. 27-10-2014. Científic. 2014. Ed. IEEE. 5th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014). ISBN 9781467380546.

• Semi-supervised Probabilistic Relaxation for Image Segmentation

  Adolfo Martínez Usó, Filiberto Pla Bañón, José Martínez Sotoca, H. Anaya Sánchez. 5th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2011. Las Palmas de Gran Canaria (Espanya). 10-06-2011. Científic. 2011. ISSN 0302-9743.

• Evaluation of Unsupervised Segmentation Algorithms for Silhouette Extraction in Human Action Video Sequences

  Adolfo Martínez Usó, G. Salgues, S.A. Velastin. 2nd International Visual Informatics Conference, IVIC 2011. Selangor (Malàisia). 09-11-2011. Científic. 2011. ISSN 0302-9743.

• Semi-supervised Classification by Probabilistic Relaxation

  Adolfo Martínez Usó, Filiberto Pla Bañón, José Martínez Sotoca, H. Anaya Torres. 16th Iberoamerican Congress on Pattern Recognition, CIARP 2011. Pucón (Xina). 15-11-2011. Científic. 2011. ISSN 0302-9743.

• Band selection in spectral imaging for classification and regression tasks using information theoretic measures

  Pedro Latorre Carmona, Adolfo Martínez Usó, José Martínez Sotoca, Filiberto Pla Bañón, Pedro García Sevilla. 10th Euro-American Workshop on Information Optics - WIO 2011. Benicassim, Castellón, España. 19-06-2011. Científic. 2011. Ed. IEEE. 10th Euro-American Workshop on Information Optics - WIO 2011. ISBN 9781457712272.

• Semi-Supervised Learning from a Translation Model between Data Distributions

  Henry Anaya Sánchez, José Martínez Sotoca, Adolfo Martínez Usó. Twenty-Second International Joint Conference on Artificial Intelligence. Barcelona. 16-07-2011. Científic. 2011. Ed. AAAI Press; IJCAI. Twenty-Second International Joint Conference on Artificial Intelligence. ISBN 9781577355144.

• A Semi-supervised Gaussian Mixture Model for Image Segmentation

  Adolfo Martínez Usó, Filiberto Pla Bañón, José Martínez Sotoca. 2010 20th International Conference on Pattern Recognition (ICPR 2010). Istambul (Turkey). 23-08-2010. Científic. 2010. Ed. IEEE. 20th International Conference on Pattern Recognition. ISBN 9780769541099.

• Unsupervised Image Segmentation based on Texems for Hyperspectral data

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. CGIV 2008/MCS'08 4th Europea Conference on colour in Graphics, Imaging, and Vision. Terrasa-Barcelona. 09-06-2008. Científic. 2008. Ed. Universitat Politècnica de Catalunya. CGIV 2008/MCS'08 4th Europea Conference on colour in Graphics, Imaging, and Vision. ISBN 9780892082626.

• From Narrow to Broad Band Design and Selection in Hyperspectral Images

  Adolfo Martínez Usó, Filiberto Pla Bañón, José Martínez Sotoca, Pedro García Sevilla. 5th International Conference, ICIAR 2008. Póvoa de Varzim (Portugal). 25-06-2008. Científic. 2008. ISSN 0302-9743.

• Comparison of Unsupervised Band Selection Methods for Hyperspectral Imaging

  Adolfo Martínez Usó, Filiberto Pla Bañón, José Martínez Sotoca, Pedro García Sevilla. 3rd Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2007. Girona (Espanya). 06-06-2007. Científic. 2007. ISSN 0302-9743.

• Clustering-based multispectral band selection using mutual information

  Adolfo Martínez Usó, Filiberto Pla Bañón, José Martínez Sotoca, Pedro García Sevilla. The 18th International conference On Pattern Recognition. Hong Kong. 20-08-2006. Científic. 2006. Ed. IEEE. The 18th International Conference on Pattern Recognition. ISBN 0769525210.

• A Novel Energy Minimization Criterion for Color Image Segmentation

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. 17th International Conference on Pattern Recognition ICPR2004. Cambridge (Regne Unit). 23-08-2004. Científic. 2004. Ed. IEEE. 17th International Conference on Pattern Recognition ICPR2004. ISBN 0769521282.

• An unsupervised segmentation algorithm based on a quadtree structure

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. 3rd International Conference on Visualization, Imaging, and Image Processing. Benalmadena (España). 08-09-2003. Científic. 2003. Ed. ACTA Press. 3rd International Conference on Visualization, Imaging, and Image Processing. ISBN 0889863822.

• Using color and edge information in an unsupervised quadtree-based segmentation algorithm

  Adolfo Martínez Usó, Filiberto Pla Bañón, Pedro García Sevilla. VIII Congreso Iberoamericano de reconocimiento de patrones. La Habana (Cuba). 26-11-2003. Científic. 2003. Ed. Springer. VIII Congreso Iberoamericano de reconocimiento de patrones. ISBN 9783540245865.

• Concurso de proyectos en la asignatura "Percepción Visual" del máster en sistemas inteligentes

  Adolfo Martínez Usó, Pedro García Sevilla. XVIII Jornadas de Enseñanza Universitaria de la Informática (JENUI 2012). Ciudad Real, España. 11-07-2012. Docent. 2012. Ed. Universidad de Castilla La Mancha. XVIII Jornadas de Enseñanza Universitaria de la Informática (JENUI 2012). ISBN 8461571576.

Altres congressos

• Semantic Place Prediction by Combining Smart Binary Classifiers

  Raúl Montoliu Colás, Adolfo Martínez Usó, José Martínez Sotoca. Nokia Mobile Data Challenge. Newcastle (Regne Unit). 22-06-2012. Científic. 2012.