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PreviewIssue DateTitleAuthor(s)
2016Learning local image descriptors with deep siamese and triplet convolutional networks by minimizing global loss functionsVijay Kumar, B.; Carneiro, G.; Reid, I.; 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) (26 Jun 2016 - 01 Jul 2016 : Las Vegas, NV)
2017Automatic quantification of tumour hypoxia from multi-modal microscopy images using weakly-supervised learning methodsCarneiro, G.; Peng, T.; Bayer, C.; Navab, N.
2016Unsupervised CNN for single view depth estimation: geometry to the rescueGarg, R.; Vijay Kumar, B.; Carneiro, G.; Reid, I.; 14th European Conference on Computer Vision (ECCV 2016) (11 Oct 2016 - 14 Oct 2016 : Amsterdam, Netherlands)
2015An improved joint optimization of multiple level set functions for the segmentation of overlapping cervical cellsLu, Z.; Carneiro, G.; Bradley, A.
2012The segmentation of the left ventricle of the heart from ultrasound data using deep learning architectures and derivative-based search methodsCarneiro, G.; Nascimento, J.; Freitas, A.
2010Multiple dynamic models for tracking the left ventricle of the heart from ultrasound data using particle filters and deep learning architecturesCarneiro, G.; Nascimento, J.; IEEE Conference on Computer Vision and Pattern Recognition (23rd : 2010 : San Francisco, CA)
2015Unregistered multiview mammogram analysis with pre-trained deep learning modelsCarneiro, G.; Nascimento, J.; Bradley, A.; 18th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015) (05 Oct 2015 - 09 Oct 2015 : Munich, GERMANY)
2015Deep learning and structured prediction for the segmentation of mass in mammogramsDhungel, N.; Carneiro, G.; Bradley, A.; 18th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015) (05 Oct 2015 - 09 Oct 2015 : Munich, GERMANY)
20153-D Modeling from Concept Sketches of Human Characters with Minimal User InteractionJohnston, A.; Carneiro, G.; Ding, R.; Velho, L.; 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015) (23 Nov 2015 - 25 Nov 2015 : Adelaide, AUSTRALIA)
2013Automated nucleus and cytoplasm segmentation of overlapping cervical cellsLu, Z.; Carneiro, G.; Bradley, A.; International Conference on Medical Image Computing and Computer-Assisted Intervention (16th : 2013 : Nagoya, Japan)