ECT Image Reconstruction Algorithm Based on Multiscale Dual-Channel Convolutional Neural Network

ECT Image Reconstruction Algorithm Based on Multiscale Dual-Channel Convolutional Neural Network

For the problems of missing edges and obvious artifacts in Electrical Capacitance Tomography (ECT) reconstruction algorithms, an image reconstruction method based on a multiscale dual-channel convolutional neural network is proposed. Firstly, the image reconstructed by Landweber algorithm is input i...

Full description

Saved in:

Bibliographic Details
Main Authors:	Lili Wang, Xiao Liu, Deyun Chen, Hailu Yang, Chengdong Wang
Format:	Article
Language:	English
Published:	Wiley 2020-01-01
Series:	Complexity
Online Access:	http://dx.doi.org/10.1155/2020/4918058
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Image Reconstruction Algorithm Based on Extreme Learning Machine for Electrical Capacitance Tomography
by: SU Ziheng, et al.
Published: (2020-10-01)

An efficient surface electromyography-based gesture recognition algorithm based on multiscale fusion convolution and channel attention
by: Bin Jiang, et al.
Published: (2024-12-01)

Image Recognition Based on Multiscale Pooling Deep Convolution Neural Networks
by: Haitao Sang, et al.
Published: (2020-01-01)

Multiscale Convolutional Neural Networks for Hand Detection
by: Shiyang Yan, et al.
Published: (2017-01-01)

Sign language recognition based on dual-channel star-attention convolutional neural network
by: Jing Qin, et al.
Published: (2025-07-01)

Three Dimensional Image Reconstruction Based on KSVD for Electrical Capacitance Tomography
by: WANG Yunran, et al.
Published: (2020-08-01)

A Multiscale Convolution SAR Image Target Recognition Method Based on Complex-Valued Neural Networks
by: Guangyu Hou, et al.
Published: (2025-01-01)

Highway Traffic Flow Prediction Algorithm Based on Multiscale Transformation and Convolutional Networks
by: Yuzhu Luo, et al.
Published: (2022-01-01)

Remaining Useful Life Prediction of Rolling Bearings Based on Multiscale Convolutional Neural Network with Integrated Dilated Convolution Blocks
by: Ran Wang, et al.
Published: (2021-01-01)

A Dual-Path Computational Ghost Imaging Method Based on Convolutional Neural Networks
by: Hexiao Wang, et al.
Published: (2024-12-01)

Magnetic resonance imaging reconstruction algorithm under complex convolutional neural network in diagnosis and prognosis of cerebral infarction.
by: Jie Dong, et al.
Published: (2021-01-01)

Acceleration of 3D ECT image reconstruction in heterogeneous, multi-GPU, multi-node distributed system
by: Michał Majchrowicz, et al.
Published: (2018-09-01)

Time-of-Flight Camera Intensity Image Reconstruction Based on an Untrained Convolutional Neural Network
by: Tian-Long Wang, et al.
Published: (2024-08-01)

Weak Edge Detection Algorithm for Medical Images Based on Full Convolution Neural Network
by: LI Xiao-feng, et al.
Published: (2021-06-01)

Hyperspectral Image Classification With Re-Attention Agent Transformer and Multiscale Partial Convolution
by: Junding Sun, et al.
Published: (2025-01-01)

A dual encoder network with multiscale feature fusion and multiple pooling channel spatial attention for skin scar image segmentation
by: Weiyuan Yang, et al.
Published: (2025-07-01)

Interpretable Dual-Channel Convolutional Neural Networks for Lithology Identification Based on Multisource Remote Sensing Data
by: Sijian Wu, et al.
Published: (2025-04-01)

Research on Compressed Multiscale Retinex Image Enhancement Algorithms
by: LIU Mingzhu, et al.
Published: (2020-10-01)

Hydraulic System Fault Diagnosis Based on Dual-Channel Convolutional Neural Network and Improved D-S Evidence Theory
by: Jiyang Qi, et al.
Published: (2024-01-01)

Three Dimensional Image Reconstruction of Electrical Capacitance Tomography Based on Improved ALEXNET Convolutional Neural Network
by: LI Yan, et al.
Published: (2020-08-01)

Optimization algorithm of CT image edge segmentation using improved convolution neural network.
by: Xiaojuan Wang, et al.
Published: (2022-01-01)

MSD-Net: Multi-scale dense convolutional neural network for photoacoustic image reconstruction with sparse data
by: Liangjie Wang, et al.
Published: (2025-02-01)

A Dual-channel Progressive Graph Convolutional Network via subgraph sampling
by: Wenrui Guan, et al.
Published: (2024-07-01)

IAS-CNN: Image adaptive steganalysis via convolutional neural network combined with selection channel
by: Zhujun Jin, et al.
Published: (2020-03-01)

Retracted: Highway Traffic Flow Prediction Algorithm Based on Multiscale Transformation and Convolutional Networks
by: Journal of Control Science and Engineering
Published: (2023-01-01)

A Dual-Branches Multiscale Dynamic Partial Convolutional Attention Network for Remote Sensing Change Detection
by: Wenbin Tang, et al.
Published: (2025-01-01)

Stressed Vegetation Identification Under Natural Gas Microleakage From Hyperspectral Images Using Stacked Autoencoder and Multiscale Three-Dimensional Convolutional Neural Network
by: Kangni Xiong, et al.
Published: (2025-01-01)

A Convolutional Neural Network SAR Image Denoising Algorithm Based on Self-Learning Strategies
by: Jun Wang, et al.
Published: (2025-04-01)

Biological Image Processing Algorithm Based on Attention Mechanism and Convolutional Neural Network
by: Lisong Ou
Published: (2023-01-01)

A fault diagnosis method for rolling bearing based on gram matrix and multiscale convolutional neural network
by: Xinyan Zhang, et al.
Published: (2024-12-01)

Fault diagnosis algorithm based on multi-channel neighbor feature convolutional network
by: Huang Xiao, et al.
Published: (2025-04-01)

Neural network approach to ECT inverse problem solving for estimation of gravitational solids flow
by: Hela Garbaa, et al.
Published: (2014-09-01)

Residual learning based convolution neural network for improved channel estimation for VehA channel
by: Sunita Khichar, et al.
Published: (2025-07-01)

The GAN Spatiotemporal Fusion Model Based on Multiscale Convolution and Attention Mechanism for Remote Sensing Images
by: Youping Xie, et al.
Published: (2025-01-01)

Japan ECT Systematic Review & Meta-Analysis: Research on Neuromodulation Interventions (J-ECT RONIN)
by: Nobuatsu Aoki, et al.
Published: (2025-01-01)

Re-Introducing the Maintenance Slot in the Maidstone KMPT ECT Suite and Enhancing the ECT Clinic’s Capacity by 20%
by: Maria Moisan, et al.
Published: (2025-06-01)

DFASGCNS: A prognostic model for ovarian cancer prediction based on dual fusion channels and stacked graph convolution
by: Huiqing Wang, et al.
Published: (2024-01-01)

Image denoising algorithm based on multi-channel GAN
by: Hongyan WANG, et al.
Published: (2021-03-01)

Identification of DNS covert channel based on improved convolutional neural network
by: Meng ZHANG, et al.
Published: (2020-01-01)

Color image hybrid noise filtering algorithm based on deep convolution neural network
by: Yongfei Yu, et al.
Published: (2024-12-01)