Automated line flattening of Atomic Force Microscopy images. Tsaftaris, S. A., Zujovic, J., & Katsaggelos, A. K. In 2008 15th IEEE International Conference on Image Processing, pages 2968–2971, 2008. IEEE.
Automated line flattening of Atomic Force Microscopy images [link]Paper  doi  abstract   bibtex   
In this paper, an automated algorithm to flatten lines from Atomic Force Microscopy (AFM) images is presented. Due to the mechanics of the AFM, there is a curvature distortion (bowing effect) present in the acquired images. At present, flattening such images requires human intervention to manually segment object data from the background, which is time consuming and highly inaccurate. The proposed method classifies the data into objects and background, and fits convex lines in an iterative fashion. Results on real images from DNA wrapped carbon nanotubes (DNA-CNTs) and synthetic experiments are presented, demonstrating the effectiveness of the proposed algorithm in increasing the resolution of the surface topography. © 2008 IEEE.
@inproceedings{Sotirios2008a,
abstract = {In this paper, an automated algorithm to flatten lines from Atomic Force Microscopy (AFM) images is presented. Due to the mechanics of the AFM, there is a curvature distortion (bowing effect) present in the acquired images. At present, flattening such images requires human intervention to manually segment object data from the background, which is time consuming and highly inaccurate. The proposed method classifies the data into objects and background, and fits convex lines in an iterative fashion. Results on real images from DNA wrapped carbon nanotubes (DNA-CNTs) and synthetic experiments are presented, demonstrating the effectiveness of the proposed algorithm in increasing the resolution of the surface topography. {\textcopyright} 2008 IEEE.},
author = {Tsaftaris, S. A. and Zujovic, J. and Katsaggelos, A. K.},
booktitle = {2008 15th IEEE International Conference on Image Processing},
doi = {10.1109/ICIP.2008.4712418},
isbn = {978-1-4244-1765-0},
issn = {15224880},
keywords = {Curve fitting,Nanotechnology,Object detection,Polynomial approximation},
pages = {2968--2971},
publisher = {IEEE},
title = {{Automated line flattening of Atomic Force Microscopy images}},
url = {http://ieeexplore.ieee.org/document/4712418/},
year = {2008}
}

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