19 July 2013 A fast point spread function for particle in fluorescent images with GPU acceleration
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Proceedings Volume 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013); 88780M (2013) https://doi.org/10.1117/12.2030885
Event: Fifth International Conference on Digital Image Processing, 2013, Beijing, China
Abstract
While the rapid development in optical and storage technique enable us to easily acquire large amount of microscopy images, it is still a great challenge for biological researchers to analyze these huge data and draw meaningful and statistically sound conclusions. In this paper, we take single particle point spread function fitting problem into consideration and implement fast algorithm on the CPU+GPU heterogeneous architecture. Our approach is tested on real-world dataset and achieve about 23 ~40x faster than the traditional fitting algorithm.
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Yong Cheng, Yong Cheng, Hai Wang, Hai Wang, Heng Zhang, Heng Zhang, } "A fast point spread function for particle in fluorescent images with GPU acceleration", Proc. SPIE 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013), 88780M (19 July 2013); doi: 10.1117/12.2030885; https://doi.org/10.1117/12.2030885
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