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Authors: Francisco J. Diaz-Pernas ; Mario Martínez-Zarzuela ; Miriam Anton-Rodriguez and David González-Ortega

Affiliation: University of Valladolid, Spain

ISBN: 978-989-758-196-0

Keyword(s): Computer Vision, Contour Learning, Boundary Detection, Neural Networks, Colour Image Processing, Bio-Inspired Models.

Related Ontology Subjects/Areas/Topics: Image and Video Processing, Compression and Segmentation ; Multimedia ; Multimedia Signal Processing ; Neural Networks, Spiking Systems, Genetic Algorithms and Fuzzy Logic ; Telecommunications

Abstract: This work proposes a bio-inspired neural architecture called L-PREEN (Learning and Perceptual boundaRy rEcurrent dEtection neural architecture). L-PREEN has three different feedback interactions that fuse the bottom-up and top-down contour information of visual areas V1-V2-V4-Infero Temporal. This recurrent model uses colour, texture, and diffusive features to generate surface perception and contour learning and recognition processes. We compare the L-PREEN model against other boundary detection methods using the Berkeley Segmentation Dataset and Benchmark (Martin et al., 2001). The results obtained show better performance of L-PREEN using quantitative measures.

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Paper citation in several formats:
Diaz-Pernas, F.; Martínez-Zarzuela, M.; Anton-Rodriguez, M. and González-Ortega, D. (2016). Contour Learning and Diffusive Processes for Colour Perception.In Proceedings of the 13th International Joint Conference on e-Business and Telecommunications - Volume 5: SIGMAP, (ICETE 2016) ISBN 978-989-758-196-0, pages 89-94. DOI: 10.5220/0005955200890094

@conference{sigmap16,
author={Francisco J. Diaz{-}Pernas. and Mario Martínez{-}Zarzuela. and Miriam Anton{-}Rodriguez. and David González{-}Ortega.},
title={Contour Learning and Diffusive Processes for Colour Perception},
booktitle={Proceedings of the 13th International Joint Conference on e-Business and Telecommunications - Volume 5: SIGMAP, (ICETE 2016)},
year={2016},
pages={89-94},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005955200890094},
isbn={978-989-758-196-0},
}

TY - CONF

JO - Proceedings of the 13th International Joint Conference on e-Business and Telecommunications - Volume 5: SIGMAP, (ICETE 2016)
TI - Contour Learning and Diffusive Processes for Colour Perception
SN - 978-989-758-196-0
AU - Diaz-Pernas, F.
AU - Martínez-Zarzuela, M.
AU - Anton-Rodriguez, M.
AU - González-Ortega, D.
PY - 2016
SP - 89
EP - 94
DO - 10.5220/0005955200890094

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