Utilize este identificador para referenciar este registo: http://hdl.handle.net/10198/10551
Título: Optic disc detection in retinal images by pattern distance minimization
Autor: Dias, Marcy Carolina de Abreu
Monteiro, Fernando C.
Palavras-chave: Earth mover’s distance
Gabor wavelet transform
Optic disc detection
Retinal images
Data: 2012
Citação: Dias, Marcy; Monteiro, Fernando C. (2012) - Optic disc detection in retinal images by pattern distance minimization. In International Conference on Bio-inspired Systems and Signal Processing - BIOSIGNALS 2012. Vilamoura - Portugal. p.356-359. ISBN 978-989-8425-89-8
Resumo: The retinal fundus photograph is widely used in the diagnosis and treatment of various eye diseases such as diabetic retinopathy and glaucoma. On the research work leading to automatic analysis of retinal images, the knowledge of the optic disc (OD) location is essential, and a new method to locate the optic disc automatically is proposed. We propose an algorithm for the detection of OD in the retina which takes advantage of the powerful preprocessing techniques such as the contrast enhancement, Gabor wavelet transform, mathematical morphology and Earth Mover’s distance as the matching process. Forty images of the retina from the DRIVE database were used to evaluate the performance of the method.
Peer review: yes
URI: http://hdl.handle.net/10198/10551
DOI: 10.5220/0003766103560359
ISBN: 978-989-8425-89-8
Aparece nas colecções:ESTiG - Publicações em Proceedings Indexadas à WoS/Scopus

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