DocumentCode
529214
Title
Detecting and tracking multiple fluorescence spot in noisy DXT image sequence
Author
Sakakura, Reo ; Aoki, Yoshimitsu ; Shimizu, Keishi ; Oiki, Shigetoshi
Author_Institution
Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
fYear
2010
fDate
18-21 Aug. 2010
Firstpage
96
Lastpage
98
Abstract
Quantitative analysis of molecular structural change by means of Diffracted X-ray tracking (DXT) method requires tracking of dozens of bright spots in noisy image sequence. As the observation equipment upgrades, experimental data was cannot be analyzed manually with sufficient speed and accuracy. We propose automatic analysis method combining background estimation and frame-by-frame matching. We applied propose method to real DXT image data acquired for potassium ion channel structural changing analysis for evaluation. The result of experiments show that the method has high accuracy and be able to replace manual analysis.
Keywords
X-ray detection; biology computing; fluorescence; image denoising; image matching; image sequences; molecular biophysics; tracking; DXT image data; automatic analysis method; diffracted X-ray tracking method; experimental data; frame-by-frame matching; molecular structural change; multiple fluorescence spot detection; multiple fluorescence spot tracking; noisy DXT image sequence; potassium ion channel structural changing analysis; quantitative analysis; Accuracy; Estimation; Image sequences; Kernel; Noise; Pixel; Visualization; background etimation; fluorescence image sequence; kernel density estimation; multiple object tracking; occurrence probability;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference 2010, Proceedings of
Conference_Location
Taipei
Print_ISBN
978-1-4244-7642-8
Type
conf
Filename
5602418
Link To Document