DocumentCode
2496597
Title
Mosaicing of optical microscope imagery based on visual information
Author
Carozza, Ludovico ; Bevilacqua, Alessandro ; Piccinini, Filippo
Author_Institution
ARCES (Adv. Res. Center on Electron. Syst.), Univ. of Bologna, Bologna, Italy
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
6162
Lastpage
6165
Abstract
Tools for high-throughput high-content image analysis can simplify and expedite different stages of biological experiments, by processing and combining different information taken at different time and in different areas of the culture. Among the most important in this field, image mosaicing methods provide the researcher with a global view of the biological sample in a unique image. Current approaches rely on known motorized x-y stage offsets and work in batch mode, thus jeopardizing the interaction between the microscopic system and the researcher during the investigation of the cell culture. In this work we present an approach for mosaicing of optical microscope imagery, based on local image registration and exploiting visual information only. To our knowledge, this is the first approach suitable to work on-line with non-motorized microscopes. To assess our method, the quality of resulting mosaics is quantitatively evaluated through on-purpose image metrics. Experimental results show the importance of model selection issues and confirm the soundness of our approach.
Keywords
biomedical optical imaging; image registration; image segmentation; medical image processing; optical microscopy; cell culture; high-content image analysis; image metrics; image mosaicing; optical microscope imagery; visual information; Indexes; Measurement; Microscopy; Optical imaging; Optical microscopy; Robustness; Visualization; Algorithms; Artifacts; Diagnostic Imaging; Humans; Image Enhancement; Least-Squares Analysis; Light; Microscopy; Models, Statistical; Optics and Photonics; Pattern Recognition, Automated; Reproducibility of Results; Software; Time Factors; User-Computer Interface;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091522
Filename
6091522
Link To Document