Shimeng Gao

Aug 23, 2023 | biorxiv.org | Yifan Ma |Chengqiang Yi |Yao Zhou |Shimeng Gao

AbstractWith the rapid development in advanced bioimaging techniques, numerous image data has been generated for various high-throughput applications, which pose big challenges to efficient storage, transmission and sharing of these data. Traditional compression techniques and current deep learning-based compression methods lack the elimination of semantic redundancy on multidimensional biomedical data containing high dynamic range and complex structural features.