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http://hdl.handle.net/10045/23398
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| Título: | Bayesian models for finding and grouping junctions |
| Autor/es: | Cazorla Quevedo, Miguel Ángel | Escolano Ruiz, Francisco | Gallardo López, Domingo | Rizo Aldeguer, Ramón |
| Grupo/s de investigación o GITE: | Robótica y Visión Tridimensional (RoViT) | Laboratorio de Investigación en Visión Móvil (MVRLab) | Informática Industrial e Inteligencia Artificial |
| Centro, Departamento o Servicio: | Universidad de Alicante. Departamento de Ciencia de la Computación e Inteligencia Artificial |
| Palabras clave: | Bayesian methods | Junction detection | Junction grouping |
| Área/s de conocimiento: | Ciencia de la Computación e Inteligencia Artificial |
| Issue Date: | 1999 |
| Editor: | Springer Berlin / Heidelberg |
| Cita bibliográfica: | CAZORLA, M.A., et al. "Bayesian models for finding and grouping junctions". En: Energy Minimization Methods in Computer Vision and Pattern Recognition : Second International Workshop, EMMCVPR’99 York, UK, July 26–29, 1999 Proceedings / Edwin R. Hancock, Marcello Pelillo (Eds.). Berlin : Springer, 1999. (Lecture Notes in Computer Science; 1654). ISBN 3-540-66294-4, pp. 70-82 |
| Resumen: | In this paper, we propose two Bayesian methods for detecting and grouping junctions. Our junction detection method evolves from the Kona approach, and it is based on a competitive greedy procedure inspired in the region competition method. Then, junction grouping is accomplished by finding connecting paths between pairs of junctions. Path searching is performed by applying a Bayesian A* algorithm that has been recently proposed. Both methods are efficient and robust, and they are tested with synthetic and real images. |
| URI: | http://hdl.handle.net/10045/23398 |
| ISBN: | 3-540-66294-4 |
| ISSN: | 0302-9743 (Print) | 1611-3349 (Online) |
| DOI: | 10.1007/3-540-48432-9_6 |
| Idioma: | eng |
| Tipo: | info:eu-repo/semantics/conferenceObject |
| Derechos: | The original publication is available at www.springerlink.com |
| Revisión científica: | si |
| Publisher version: | http://dx.doi.org/10.1007/3-540-48432-9_6 |
| Appears in Collections: | INV - RoViT - Comunicaciones a Congresos, Conferencias, etc.
INV - i3a - Comunicaciones a Congresos, Conferencias, etc.
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