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Application of Reconstruction and Optimization Algorithms in Optical Tomography 被引量:1

Application of Reconstruction and Optimization Algorithms in Optical Tomography
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摘要 Optical tomography is a non-invasive technique that uses visible or near infrared radiation to analyze biological tissues. Researchers take immense attention towards advancement in optical tomography because of its low cost and an advantage of providing anatomical information. Based on the information of optical characteristics, forward and inverse problem of tomography are solved. In this research, finite element method is employed for forward problem and gradient-based optimization algorithm is developed for inverse problem of optical tomography. It is found from simulations that information about imaging is processed more distinctly and in less computational time. Normal and abnormal conditions in imaging are readily distinguished.?Simulations are carried out in Matlab. Different scenarios are developed and are simulated to validate the performance of reconstruction and optimization algorithms in optical tomography. Optical tomography is a non-invasive technique that uses visible or near infrared radiation to analyze biological tissues. Researchers take immense attention towards advancement in optical tomography because of its low cost and an advantage of providing anatomical information. Based on the information of optical characteristics, forward and inverse problem of tomography are solved. In this research, finite element method is employed for forward problem and gradient-based optimization algorithm is developed for inverse problem of optical tomography. It is found from simulations that information about imaging is processed more distinctly and in less computational time. Normal and abnormal conditions in imaging are readily distinguished.?Simulations are carried out in Matlab. Different scenarios are developed and are simulated to validate the performance of reconstruction and optimization algorithms in optical tomography.
出处 《World Journal of Engineering and Technology》 2020年第2期188-203,共16页 世界工程和技术(英文)
关键词 Optical TOMOGRAPHY MEDICAL Imaging Image RECONSTRUCTION Optimization FORWARD PROBLEM INVERSE PROBLEM Optical Tomography Medical Imaging Image Reconstruction Optimization Forward Problem Inverse Problem
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