C-BER - Indexed Articles in Conferences
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Browsing C-BER - Indexed Articles in Conferences by Author "6825"
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ItemDeep Convolutional Artery/Vein Classification of Retinal Vessels( 2018) Maria Inês Meyer ; Adrian Galdran ; Costa,P ; Ana Maria Mendonça ; Aurélio Campilho ; 6825 ; 6071 ; 6381 ; 6835The classification of retinal vessels into arteries and veins in eye fundus images is a relevant task for the automatic assessment of vascular changes. This paper presents a new approach to solve this problem by means of a Fully-Connected Convolutional Neural Network that is specifically adapted for artery/vein classification. For this, a loss function that focuses only on pixels belonging to the retinal vessel tree is built. The relevance of providing the model with different chromatic components of the source images is also analyzed. The performance of the proposed method is evaluated on the RITE dataset of retinal images, achieving promising results, with an accuracy of 96 % on large caliber vessels, and an overall accuracy of 84 %. © 2018, Springer International Publishing AG, part of Springer Nature.
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ItemEnd-to-End Supervised Lung Lobe Segmentation( 2018) Ferreira,FT ; Sousa,P ; Adrian Galdran ; Sousa,MR ; Aurélio Campilho ; 6825 ; 6071
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ItemA No-Reference Quality Metric for Retinal Vessel Tree Segmentation( 2018) Adrian Galdran ; Costa,P ; Bria,A ; Teresa Finisterra Araújo ; Ana Maria Mendonça ; Aurélio Campilho ; 6825 ; 6320 ; 6381 ; 6071
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ItemA Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection( 2018) Maria Inês Meyer ; Adrian Galdran ; Ana Maria Mendonça ; Aurélio Campilho ; 6381 ; 6071 ; 6825 ; 6835
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ItemUOLO - Automatic Object Detection and Segmentation in Biomedical Images( 2018) Teresa Finisterra Araújo ; Guilherme Moreira Aresta ; Adrian Galdran ; Costa,P ; Ana Maria Mendonça ; Aurélio Campilho ; 6825 ; 6321 ; 6320 ; 6381 ; 6071