Ana P. Lourenço, Eric Kerfoot, Connor Dibblin, Ebraham Alskaf, Mustafa Anjari, Anil A. Bharath, Andrew P. King, Henry Chubb, Teresa Correia, Marta Varela,
... left Atrium based on a convolutional neural Network (SEGANet). SEGANet was trained using a dedicated data augmentation scheme ...
Tópico(s): Cardiac Imaging and Diagnostics
2021 - Springer Science+Business Media | Lecture notes in computer science
Jing Zhou, Yiyu Hu, Zhongyuan Lai, Tianjiang Wang,
... framework, the Shape-Enhancement and Geometry-Aware Network (SEGANet), which aims to mitigate the negative impact of ... experiments on KITTI and Waymo datasets show that SEGANet achieves low model complexity and excellent detection accuracy, ... accuracy of weakly sensing objects. This verifies that SEGANet effectively alleviates the impact of point imbalance to ...
Tópico(s): 3D Surveying and Cultural Heritage
2023 - Elsevier BV | Computers & Electrical Engineering
Fatmatülzehra Uslu, Marta Varela, Georgia Boniface, Thakshayene Mahenthran, Henry Chubb, Anil A. Bharath,
... previously proposed segmentation networks, including U-Net and SEGANet. Our method allows automatic extraction of information about ...
Tópico(s): Cardiac Imaging and Diagnostics
2021 - Institute of Electrical and Electronics Engineers | IEEE Transactions on Medical Imaging