Mi investigación se centra en la actualidad en la visión artificial. Estoy interesado en métodos de extracción de características en imágenes con invarianza afín, y su aplicación para la categorización de imágenes y la localización robótica.
10/11/2004 a 11/12/2004 - Estancia de un mes en la Universidad de Cardiff (Gales), invitado por el investigador Omer F. Rana.
Francisco Escolano, Pablo Suau, Boyán bonev, Information Theory in Computer Vision and Patter Recognition, Springer. [Amazon.com]
Miguel Ángel Lozano, Francisco Escolano, Boyán Bonev, Pablo Suau, Wendy Aguilar, Juan Manuel Sáez, Miguel Ángel Cazorla, Region and constellations based categorization of images with unsupervised graph learning, Image and Vision Computing, 27(7) (2009), pp. 960-978.
Francisco Escolano, Pablo Suau, Bayesian Optimization of the Scale Saliency Filter, Image and Vision Computing, 26(9) (2008), pp. 1207-1218.
Pablo Suau, Francisco Escolano, A New Feasible Approach to Multi-dimensional Scale Saliency, Proceedings of the 11th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS09), Burdeos, Francia. [pdf] (Copyright Springer-Verlag)
Pablo Suau, Francisco Escolano, Multi-dimensional Scale Saliency Feature Extraction Based on Entropic Graphs, Proceedings of the 4th International Symposium on Visual Computing (ISVC08), Las Vegas, Nevada (USA). [pdf] (Copyright Springer-Verlag)
Francisco Escolano, Boyán Bonev, Pablo Suau, Wendy Aguilar, Yann Frauel, Juan Manuel Sáez, Miguel Ángel Cazorla, Contextual Visual Localization: Cascaded Submap Classification, Optimized Saliency Detection, and Fast View Matching, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2007), San Diego, California (USA). [pdf]
José Manuel Pérez, Boyán Bonev, Pablo Suau, Diego Viejo, Miguel Cazorla, JavaVis: open source code for computer vision subjects, First Free/Libre/Open Source Systems International Conference (FLOSS 2007), Jerez de la Frontera (España). [pdf]
Pablo Suau, Francisco Escolano, Exploiting Information Theory for Filtering the Kadir Scale-Saliency Detector, Proceedings of the 3rd Iberian Conference on Pattern Recognition and Image Analysis (IBPRIA 2007), Lecture Notes in Computer Science vol. 4478, Girona (España). [pdf] (Copyright Springer-Verlag)
Boyán Bonev, Francisco Escolano, Miguel Ángel Lozano, Pablo Suau, Miguel Ángel Cazorla, Wendy Aguilar, Constellations and the Unsupervised Learning of Graphs, Proceedings of the 6th IAPR Workshop on Graph-based Representations in Pattern Recognition (GBR 2007), Lecture Notes in Computer Science vol. 4538, Alicante, Spain. [pdf] (Copyright Springer-Verlag)
Pablo Suau, Simon Caton, Omer F. Rana, Francisco Pujol, Bruce Bachelor, Ramón Rizo, Agent-based Recognition of Facial Expressions, Proceedings of the Fourth International Conference on Autonomous Agents and Multi Agent Systems (AAMAS 2005), Utrecht (Holanda). [video demo (28 MB rar)]
Pablo Suau, Robust artificial landmark recognition using polar histograms, Progress in Artificial Intelligence - 12th Portuguese Conference on Artificial Intelligence (EPIA 2005), Lecture Notes on Artificial Intelligence vol. 3808, Covilha (Portugal). [pdf] (Copyright Springer-Verlag)
Pablo Suau, Adapting Hausdorff metrics to facial detection systems: a scale-normalized Hausdorff distance approach, Progress in Artificial Intelligence - 12th Portuguese Conference on Artificial Intelligence (EPIA 2005), Lecture Notes on Artificial Intelligence vol. 3808, Covilha (Portugal). [pdf] (Copyright Springer-Verlag)
Pablo Suau, Ramón Rizo, Mar Pujol, Landmark Recognition for Mobile Robot Navigation Using Polar Histograms, 4th IASTED International Conference on Visualization, Imaging and Image Processing (VIIP 2004), Marbella (España).
Francisco Pujol, Pablo Suau, Mar Pujol, Ramón Rizo, Selection of an Automated Morphological Gradient Treshold for Image Segmentation. Application to Vision-Based Path Planning, IX Ibero-American Conference on Artificial Intelligence (IBERAMIA 2004), Lecture Notes, Puebla (México).
Fidel Aznar, Mar Pujol, Ramón Rizo, Pablo Suau, A new artificial life normalization model: A worm with Bayesian Brain, Knowledge Exploration and Life Science Informatics (KELSI 2004), Lecture Notes, Milán (Italia).
Pablo Suau, Ramón Rizo, Mar Pujol, Image Recognition Using Polar Histograms, Seventh All-Ukrainian International Conference on Signal/Image Processing and Pattern Recognition (UkroBraz2004), Kiev (Ucrania).
Faraón Llorens, Francisco Mora, Mar Pujol, Ramón Rizo, Pablo Suau, Bus service control system with multiagent architecture, 3rd International Workshop on Practical Applications of Agents and Multi-Agent Systems (IWPAAMS 04), Burgos (España).
José A. Moya, Alicia Bustos, María J. Ortiz, Pablo Suau, Herramientas digitales para la divulgación en televisión de la investigación en el yacimiento submarino Bou-Ferrer, IV Congreso sobre Comunicación Social de la Ciencia (CSC 2007), Madrid (España).
Daniel Micol, Pablo Suau, Ajuste dinámico de profundidad en el algoritmo ab (DDAab), Campus Multidisciplinar en Percepción e Inteligencia (CMPI 2006), Albacete (España).
Pablo Suau, Ramón Rizo, Mar Pujol, Reconocimiento Robusto de Marcadores Artificiales para la Navegación de Robots, XI Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2005), Santiago de Compostela (España).
Pablo Suau, Francisco Pujol, Ramón Rizo, Mar Pujol, Detección Facial Basada en una Distancia de Hausdorff Normalizada, XI Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2005), Santiago de Compostela (España).