Yingjie Tian

Partial Domain Adaptation on Semantic Segmentation

2021 · IEEE Transactions on Circuits and Systems for Video Technology

The research of semantic segmentation based on unsupervised domain adaptation greatly alleviates the high-cost bottleneck of manual annotation in deep learning. Inevitably domain gap limits the ability of target domain to learn knowledge from source …

Automatic diagnosis of COVID-19 infection based on ontology reasoning

2021 · BMC Medical Informatics and Decision Making

BACKGROUND: 2019-nCoV has been spreading around the world and becoming a global concern. To prevent further widespread of 2019-nCoV, confirmed and suspected cases of COVID-19 infection are suggested to be kept in quarantine. However, the …