Multi-modal graph regularization based class center discriminant analysis for cross modal retrieval
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-07909-2
Abstract: On the network, a large amount of multi-modal data has emerged. Efficiently utilizing such data to conduct cross modal retrieval has become a hot topic of research. Some solutions have been proposed for this problem.… read more here.
Keywords: graph; class center; multi modal; modal ... See more keywords
PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2023.3240136
Abstract: Imbalanced training data in medical image diagnosis is a significant challenge for diagnosing rare diseases. For this purpose, we propose a novel two-stage Progressive Class-Center Triplet (PCCT) framework to overcome the class imbalance issue. In… read more here.
Keywords: medical image; class; loss; class center ... See more keywords