2 code implementations • 23 Mar 2021 • Vidhiwar Singh Rathour, Kashu Yamakazi, T. Hoang Ngan Le
We then propose an appropriate roughness index and roughness distance for medical image segmentation analysis and evaluation.
no code implementations • 16 Mar 2021 • Kashu Yamazaki, Vidhiwar Singh Rathour, T. Hoang Ngan Le
Among many successful network architectures, 3D Unet has been established as a standard architecture for volumetric medical segmentation.
no code implementations • 10 Oct 2018 • T. Hoang Ngan Le, Raajitha Gummadi, Marios Savvides
In each step, the Convolutional Layer is fed with the LevelSet map to obtain a brain tumor feature map.
no code implementations • 28 Nov 2017 • Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides, Tien D. Bui
The proposed model is experimented in both tasks of face aging synthesis and cross-age face verification.
no code implementations • 12 Apr 2017 • T. Hoang Ngan Le, Chi Nhan Duong, Ligong Han, Khoa Luu, Marios Savvides, Dipan Pal
Designed as extremely deep architectures, deep residual networks which provide a rich visual representation and offer robust convergence behaviors have recently achieved exceptional performance in numerous computer vision problems.
no code implementations • ICCV 2017 • Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides
Modeling the long-term facial aging process is extremely challenging due to the presence of large and non-linear variations during the face development stages.
no code implementations • 16 Dec 2016 • Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides
Robust face detection is one of the most important pre-processing steps to support facial expression analysis, facial landmarking, face recognition, pose estimation, building of 3D facial models, etc.