Unified deep neural network for segmentation and labeling of multipanel biomedical figures
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.24334
Abstract: Recent efforts in biomedical visual question answering (VQA) research rely on combined information gathered from the image content and surrounding text supporting the figure. Biomedical journals are a rich source of information for such multimodal… read more here.
Keywords: unified deep; deep neural; segmentation; panel ... See more keywords
RetinexDIP: A Unified Deep Framework for Low-Light Image Enhancement
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3073371
Abstract: Low-light images suffer from low contrast and unclear details, which not only reduces the available information for humans but limits the application of computer vision algorithms. Among the existing enhancement techniques, Retinex-based and learning-based methods… read more here.
Keywords: light image; unified deep; low light; image enhancement ... See more keywords
A Unified Deep Learning Framework for ssTEM Image Restoration
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3194984
Abstract: Serial section transmission electron micro-scopy (ssTEM) reveals biological information at a scale of nanometer and plays an important role in the ultrastructural analysis. However, due to the imperfect preparation of biological samples, ssTEM images are… read more here.
Keywords: unified deep; restoration; framework; image restoration ... See more keywords