Innovations in Microscope Image Processing
A special issue of Journal of Imaging (ISSN 2313-433X). This special issue belongs to the section "Image and Video Processing".
Deadline for manuscript submissions: closed (31 October 2024) | Viewed by 391
Special Issue Editor
Special Issue Information
Dear Colleagues,
Optical microscopy serves as a powerful tool for investigating biological structures and processes across various scales. Recent advancements in microscopy for biomedical imaging have empowered scientists to integrate multiplex, multimodal, and multiscale imaging techniques, enabling a comprehensive exploration of biological mechanisms. Image processing plays an important role in extracting meaningful information from raw image datasets.
This Special Issue aims to present the latest developments and applications of image processing methods in microscopy for biomedical imaging. Topics of interest include but are not limited to (1) image enhancement, restoration, denoising, and super-resolution method for low-signal imaging; (2) image segmentation, classification, and morphodynamics tracking method for time-lapse live-cell imaging; (3) image registration, fusion, and reconstruction for multiplex and multimodal imaging; (4) digital stain imaging, virtual histology, and diagnosis for label-free imaging; (5) real-time or embedded image processing methods for high-throughput imaging; (6) image quality assessment method for optimizing imaging condition (e.g., autofocus) and comparing different algorithms; (7) image reconstruction method for computational microscopy; and (8) image rendering and interactive visualization.
We invite original research papers that highlight the advantages and challenges of specific methods for biomedical imaging. We also welcome review articles that provide a comprehensive overview of the state-of-the-art techniques and future directions in this field. We look forward to your contributions that advance our understanding of image processing techniques, and their impact on the field of biomedical imaging.
Dr. Hongqiang Ma
Guest Editor
Manuscript Submission Information
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Keywords
- image processing
- live-cell imaging
- quantitative phase imaging
- fluorescence imaging
- super-resolution imaging
- spatial biology
- deep learning
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