Browsing by Subject "image segmentation"

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Ensemble learning of myocardial displacements for myocardial infarction detection in echocardiography

Nguyen, Tuan; Nguyen, Phi; Tran, Dai; Pham, Hung; Nguyen, Quang; Le, Thanh; Van, Hanh; Do, Bach; Tran, Phuong; Le, Vinh; Nguyen, Thuy; Tran, Long; Pham, Hieu (2023-10-13)

Background: Early detection and localization of myocardial infarction (MI) can reduce the severity of cardiac damage through timely treatment interventions. In recent years, deep learning techniques have shown promise for ...
Reinforced coloring for end-to-end instance segmentation

Tran, Anh Tuan; Nguyen, Tuan Khoa; Tran, Minh Quan; Jeong, Won-Ki (2020-05-19)

Instance segmentation is one of the actively studied research topics in computer vision in which many objects of interest should be separated individually. While many feed-forward networks produce high-quality segmentation ...