Convolutional neural network-based malaria diagnosis from focus stack of blood smear images acquired using custom-built slide scanner.
Sign Up to like & getrecommendations! Published in 2018 at "Journal of biophotonics"
DOI: 10.1002/jbio.201700003
Abstract: The present paper introduces a focus stacking-based approach for automated quantitative detection of Plasmodium falciparum malaria from blood smear. For the detection, a custom designed convolutional neural network (CNN) operating on focus stack of images… read more here.
Keywords: focus stack; malaria; blood smear; convolutional neural ... See more keywords
Scene Target 3D Point Cloud Reconstruction Technology Combining Monocular Focus Stack and Deep Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3022630
Abstract: In order to obtain the depth information of the target in the scene and realize three-dimensional (3D) reconstruction, in this paper, a target reconstruction method combining monocular focus stack image and deep neural network is… read more here.
Keywords: scene; target; focus stack; reconstruction ... See more keywords