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PreviewIssue DateTitleAuthor(s)
2017Scaling CNNs for high resolution volumetric reconstruction from a single imageJohnston, A.; Garg, R.; Carneiro, G.; Reid, I.; van den Hengel, A.; IEEE International Conference on Computer Vision Workshop (ICCVW 2017) (22 Oct 2017 - 29 Oct 2017 : Venice, ITALY)
2018Mass segmentation in mammograms: a cross-sensor comparison of deep and tailored featuresCardoso, J.; Marques, N.; Dhungel, N.; Carneiro, G.; Bradley, A.; 24th IEEE International Conference on Image Processing (ICIP 2017) (17 Sep 2017 - 20 Sep 2017 : Beijing, CHINA)
2018Approximate Fisher information matrix to characterise the training of deep neural networksLiao, Z.; Drummond, T.; Reid, I.; Carneiro, G.
2015Weakly-supervised structured output learning with flexible and latent graphs using high-order loss functionsCarneiro, G.; Peng, T.; Bayer, C.; Navab, N.; 2015 IEEE International Conference on Computer Vision (ICCV 2015) (11 Dec 2015 - 18 Dec 2015 : Santiago, CHILE)
2015Automatic detection of necrosis, normoxia and hypoxia in tumors from multimodal cytological imagesCarneiro, G.; Peng, T.; Bayer, C.; Navab, N.; 2015 IEEE International Conference on Image Processing (ICIP 2015) (27 Sep 2015 - 30 Sep 2015 : Quebec City, CANADA)
2016On the importance of normalisation layers in deep learning with piecewise linear activation unitsLiao, Z.; Carneiro, G.; 2016 IEEE Winter Conference on Applications of Computer Vision (WACV 2016) (07 Mar 2016 - 10 Mar 2016 : Lake Placid, NY)
2010The fusion of deep learning architectures and particle filtering applied to lip trackingCarneiro, G.; Nascimento, J.; International Conference on Pattern Recognition (20th : 2010 : Istanbul, Turkey)
2011Semi-supervised self-training model for the segmentation of the left ventricle of the heart from ultrasound dataCarneiro, G.; Nascimento, J.; Freitas, A.; IEEE International Symposium on Biomedical Imaging (8th : 2011 : Chicago, IL)
2013Closed-loop deep visionCarneiro, G.; Liao, Z.; Chin, T.J.; International Conference on Digital Image Computing: Techniques and Applications (2013 : Hobart, Tasmania)
2010Efficient search methods and deep belief networks with particle filtering for non-rigid tracking: application to lip trackingNascimento, J.; Carneiro, G.; IEEE International Conference on Image Processing (17th : 2012 : Hong Kong)