A deep learning-based stripe self-correction method for stitched microscopic images
Shu Wang, Xixiang Liu, Yueying Li, Xinquan Sun, Qi Li, Yinhua She, Yixuan Xu, Xingxin Huang, Ruolan Lin, Deyong Kang, Xingfu Wang, Haohua Tu, Wenxi Liu, Feng Huang, Jianxin Chen
This paper introduces a deep learning method to correct stripes and artifacts in stitched microscope images, achieving state-of-the-art performance without requiring manual annotations or raw stitched data.
Nature Communications · Sep 5, 2023Peer-reviewedBioinformatics