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PreviewIssue DateTitleAuthor(s)
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)
2016Unsupervised CNN for single view depth estimation: geometry to the rescueGarg, R.; Vijay Kumar, B.; Carneiro, G.; Reid, I.; Leibe, B.; Matas, J.; Sebe, N.; Welling, M.; 14th European Conference on Computer Vision (ECCV 2016) (11 Oct 2016 - 14 Oct 2016 : Amsterdam, Netherlands)
2009Fast and robust 3-D MRI brain structure segmentationWels, M.; Zheng, Y.; Carneiro, G.; Huber, M.; Hornegger, J.; Comaniciu, D.; Yang, G.Z.; Hawkes, D.; Rueckert, D.; Nobel, A.; Taylor, C.; International Conference on Medical Image Computing and Computer-Assisted Intervention (12th : 2009 : London)
2013Combining a bottom up and top down classifiers for the segmentation of the left ventricle from cardiac imageryNascimento, J.; Carneiro, G.; International Conference on Image Processing (20th : 2013 : Melbourne)
2005Formulating semantic image annotation as a supervised learning problemCarneiro, G.; Vasconcelos, N.; Schmid, C.; Soatto, S.; Tomasi, C.; IEEE Computer Society Conference on Computer Vision and Pattern Recognition (18th : 2005 : San Diego, CA, U.S.A.)
2007A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structureZhou, S.; Guo, F.; Park, J.; Carneiro, G.; Jackson, J.; Simopoulos, C.; Brendel, M.; Otsuki, J.; Comaniciu, D.; IEEE International Conference on Computer Vision (11th : 2007 : Rio de Janeiro, Brazil)
2020Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound imagesDunnhofer, M.; Antico, M.; Sasazawa, F.; Takeda, Y.; Camps, S.; Martinel, N.; Micheloni, C.; Carneiro, G.; Fontanarosa, D.
2017Globally optimal breast mass segmentation from DCE-MRI using deep semantic segmentation as shape priorMaicas, G.; Carneiro, G.; Bradley, A.; IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (18 Apr 2017 - 21 Apr 2017 : Melbourne, AUSTRALIA)
2018Multi-modal cycle-consistent generalized zero-shot learningFelix, R.; Vijay Kumar, B.; Reid, I.; Carneiro, G.; Ferrari, V.; Hebert, M.; Sminchisescu, C.; Weiss, Y.; 15th European Conference on Computer Vision (ECCV 2018) (8 Sep 2018 - 14 Sep 2018 : Munich)
2020A survey on deep learning with noisy labels: How to train your model when you cannot trust on the annotations?Cordeiro, F.R.; Carneiro, G.; Conference on Graphics, Patterns and Images (SIBGRAPI) (7 Nov 2020 - 10 Nov 2020 : virtual online)