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 :
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