Fused Multi-Characteristic Validity Index: An Application to Reconstructed Image Evaluation in Electrical Tomography
- DOI
- 10.2991/ijcis.2011.4.5.28How to use a DOI?
- Keywords
- Validity index, Electrical tomography, image reconstruction, image evaluation.
- Abstract
The quality of reconstructed images is an important and direct criterion to quantitatively evaluate the effectiveness of reconstruction algorithms in electrical tomography (ET). Unfortunately, there lacks of effective and efficient approach to assessing the quality of ET images in literature and practices. Realizing the gap, we recently develop a novel index termed fused Multiple Characteristic Indices (fMCI) 1 aiming to measure the quality of clustering various data sets including imaging data (e.g., ET). In this paper, we propose a method based on fMCI to quantitatively evaluate the quality of reconstructed images. The method first applies the fast fuzzy c-means algorithm to cluster pixels in the reconstruct image. The fMCI is then applied to evaluate the clustering results and image quality. Simulated data derived from finite element method is used to demonstrate that the proposed method is capable to evaluate the quality of the reconstructed images and the results are consistent with visual perception. In addition, a number of experiments are conducted to demonstrate the applicability and effectiveness of the fMCI based method for image quality assessment.
- Copyright
- © 2011, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - JOUR AU - Shihong Yue AU - Teresa Wu AU - Zhiqing Liu AU - Xian Zhao PY - 2011 DA - 2011/09/01 TI - Fused Multi-Characteristic Validity Index: An Application to Reconstructed Image Evaluation in Electrical Tomography JO - International Journal of Computational Intelligence Systems SP - 1052 EP - 1061 VL - 4 IS - 5 SN - 1875-6883 UR - https://doi.org/10.2991/ijcis.2011.4.5.28 DO - 10.2991/ijcis.2011.4.5.28 ID - Yue2011 ER -