Research on High Sparse Sampling CT Image Reconstruction Algorithm Based on Convolutional Neural Networks

اسناد مشابه

• Iterative PET Image Reconstruction Using Convolutional Neural Network Representation

  سند علمی۲۰۱۷CoRRKuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang

  PET image reconstruction is challenging due to the ill-poseness of the inverse problem and limited number of detected photons. Recently deep neural networks have been widely and successfully used in computer vision tasks and attracted growing interests in medical imaging. In this

• Research on Mathematical Method Image Classification of Convolutional Neural Network Based on Firework Algorithm Optimization

  مقاله‌ی دسترسی آزاد۲۰۲۲Wireless Communications and Mobile Computing['Liping Cui', 'Xiaoxia Yang', 'Yan Liu', '']

  The exhibition of famous convolutional brain organizations (CNNs) for distinguishing objects progressively video takes care is inspected in this exploration. AlexNet, GoogLeNet, and ResNet50 are the most well-known neural networks object discovery item classification arrangement

• Single-Shot High Dynamic Range Imaging via Multiscale Convolutional Neural Network

  مقاله‌ی دسترسی آزاد۲۰۲۱IEEE Access['An Gia Vien', 'Chul Lee', '']

  We propose a single-shot high dynamic range (HDR) imaging algorithm with row-wise varying exposures in single raw image based on deep convolutional neural network (CNN). first convert Bayer input into radiance map by calibrating rows different exposures, and then we design new CN

• Research on Lung Medical Image based on Convolution Neural Network Algorithm

  مقاله‌ی دسترسی آزاد۲۰۲۱Journal of Physics: Conference SeriesYipengXu, YimingZhu, ZhongrunChen

• Retracted: Research on Mathematical Method Image Classification of Convolutional Neural Network Based on Firework Algorithm Optimization

  مقاله‌ی دسترسی آزاد۲۰۲۳Wireless Communications and Mobile Computing['Wireless Communications and Mobile Computing', '']

• Iterative PET Image Reconstruction Using Convolutional Neural Network Representation

  مقاله‌ی دسترسی آزاد۲۰۱۹IEEE Transactions on Medical ImagingKuangGong, JiahuiGuan, KyungsangKim, XuezhuZhang