Huu-Giao Nguyen

According to our database, Huu-Giao Nguyen authored at least 11 papers between 2010 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

An Effective Deep Learning Architecture Combination for Tissue Microarray Spots Classification of H&E Stained Colorectal Images.

Huu-Giao Nguyen, Annika Blank, Alessandro Lugli, Inti Zlobec

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps.

Huu-Giao Nguyen, Alessia Pica, Jan Hrbacek, Damien C. Weber, Francesco La Rosa, Ann Schalenbourg, Raphael Sznitman, Meritxell Bach Cuadra

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018

Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs.

Huu-Giao Nguyen, Alessia Pica, Philippe Maeder, Ann Schalenbourg, Marta Peroni, Jan Hrbacek, Damien C. Weber, Meritxell Bach Cuadra, Raphael Sznitman

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

2015

Segmentation, Separation and Pose Estimation of Prostate Brachytherapy Seeds in CT Images.

Huu-Giao Nguyen, Céline Fouard, Jocelyne Troccaz

IEEE Trans. Biomed. Eng., 2015

2014

Automatic 3D seed location and orientation detection in CT image for prostate brachytherapy.

Huu-Giao Nguyen, Céline Fouard, Francois Meneu, Jean-Yves Giraud, Jocelyne Troccaz

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2012

Keypoint-Based Analysis of Sonar Images: Application to Seabed Recognition.

Huu-Giao Nguyen, Ronan Fablet, Axel Ehrhold, Jean-Marc Boucher

IEEE Trans. Geosci. Remote. Sens., 2012

2011

Multivariate log-Gaussian Cox models of elementary shapes for recognizing natural scene categories.

Huu-Giao Nguyen, Ronan Fablet, Jean-Marc Boucher

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Log-gaussian cox processes of visual keypoints for sonar texture recognition.

Huu-Giao Nguyen, Ronan Fablet, Jean-Marc Boucher

Proceedings of the IEEE International Conference on Acoustics, 2011

Visual textures as realizations of multivariate log-Gaussian Cox processes.

Huu-Giao Nguyen, Ronan Fablet, Jean-Marc Boucher

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Invariant descriptors of sonar textures from spatial statistics of local features.

Huu-Giao Nguyen, Ronan Fablet, Jean-Marc Boucher

Proceedings of the IEEE International Conference on Acoustics, 2010

Spatial Statistics of Visual Keypoints for Texture Recognition.

Huu-Giao Nguyen, Ronan Fablet, Jean-Marc Boucher

Proceedings of the Computer Vision, 2010