Deep learning

Type Start End
Internal Jun 2014 Dec 2020
Responsible URL
Xavier Giró-i-Nieto

Publications

Combalia M, Pérez-Anker J, García-Herrera A, Alos L, Vilaplana V, Marques F, Puig S, Malvehy J. Digitally Stained Confocal Microscopy through Deep Learning. In: International Conference on Medical Imaging with Deep Learning (MIDL 2019). International Conference on Medical Imaging with Deep Learning (MIDL 2019). ; In Press.
Linardos P, Mohedano E, Nieto JJosé, O'Connor N, Giró-i-Nieto X, McGuinness K. Simple vs complex temporal recurrences for video saliency prediction. In: British Machine Vision Conference (BMVC). British Machine Vision Conference (BMVC). ; In Press.
Wang L, Nie D, Li G, Puybareau E, Dolz J, Zhang Q, Wang F, Xia J, Wu Z, Chen J, et al. Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Transactions on Medical Imaging. 2019 .
Salvador A, Drozdzal M, Giró-i-Nieto X, Romero A. Inverse Cooking: Recipe Generation from Food Images. In: CVPR. CVPR. Long Beach, CA, USA: OpenCVF / IEEE; 2019.
Ventura C, Bellver M, Girbau A, Salvador A, Marqués F, Giró-i-Nieto X. RVOS: End-to-End Recurrent Network for Video Object Segmentation. In: CVPR. CVPR. Long Beach, CA, USA: OpenCVF / IEEE; 2019. (5.76 MB)
Isart A, Espasa M, Vilaplana V, Sayrol E. CNN-based bacilli detection in sputum samples for tuberculosis diagnosis. In: International Symposium on Biomedical Imaging (ISBI 2019). International Symposium on Biomedical Imaging (ISBI 2019). ; 2019.
Gullón N, Vilaplana V. Retinal lesions segmentation using CNNs and adversarial training. In: International Symposium on Biomedical Imaging (ISBI 2019). International Symposium on Biomedical Imaging (ISBI 2019). ; 2019.
Kuijf H, Biesbroek M, de Bresser J, Heinen R, Andermatt S, Bento M, Berseth M, Belyaev M, Cardoso J, Casamitjana A, et al. Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge. IEEE Transactions on Medical Imaging. 2019 .
Górriz M, Antony J, McGuinness K, Giró-i-Nieto X, O'Connor N. Assessing Knee OA Severity with CNN attention-based end-to-end architectures. In: International Conference on Medical Imaging with Deep Learning (MIDL) 2019. International Conference on Medical Imaging with Deep Learning (MIDL) 2019. London, United Kingdom: JMLR; 2019. (3.1 MB)
Salvador A. Computer Vision beyond the visible: Image understanding through language Giró-i-Nieto X, Marqués F. Signal Theory and Communications. 2019 ;Phd.

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