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3D brain image-based Alzheimer's disease detection techniques using fish swarm optimizer's deep convolution Siamese neural network 期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2022
作者:  Sampath, Rajaram;  Baskar, Manickam
收藏  |  浏览/下载：66/0  |  提交时间：2022/03/17
3D MRI brain image  Alzheimer's disease  biomarker features  deep convolution Siamese neural network  feature extraction  fish swarm optimizer  image enhancement  segmentation  
Desert Seismic Signal Denoising Based on Unsupervised Feature Learning and Time-Frequency Transform Technique 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022
作者:  Li, Mo;  Li, Yue;  Tian, Yanan;  Wu, Ning
收藏  |  浏览/下载：11/0  |  提交时间：2022/02/12
Feature extraction  Transforms  Broadband communication  Noise reduction  Time-frequency analysis  Thin film transistors  Signal to noise ratio  Denoising  desert seismic random broadband noise  feature learning  sparse filtering  variational mode decomposition (VMD)  
Adversarial image reconstruction learning framework for medical image retrieval 期刊论文
发表期刊: SIGNAL IMAGE AND VIDEO PROCESSING. 出版年: 2022
作者:  Pinapatruni, Rohini;  Bindu, Chigarapalle Shoba
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
Self-attention block  Adversarial Learning  Index matching  Medical image retrieval  
Feasibility of near-infrared spectroscopic rapid detection method for the water content of vermiculite substrates in desert facility agriculture 期刊论文
发表期刊: SPECTROSCOPY LETTERS. 出版年: 2022, 卷号: 55, 期号: 1, 页码: 65-78
作者:  Zhao, Pengfei;  Hu, Can;  Xing, Jianfei;  Wang, Xufeng;  Guo, Wensong;  Wang, Long;  He, Xiaowei
收藏  |  浏览/下载：9/0  |  提交时间：2022/03/17
Characteristic variables  moisture content  near-infrared spectroscopy  rapid nondestructive detection  vermiculite substrates  
TransDIR: Deformable imaging registration network based on transformer to improve the feature extraction ability 期刊论文
发表期刊: MEDICAL PHYSICS. 出版年: 2022, 卷号: 49, 期号: 2, 页码: 952-965
作者:  Yang, Tiejun;  Bai, Xinhao;  Cui, Xiaojuan;  Gong, Yuehong;  Li, Lei
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
global feature extraction  registration  transformer  zero padding  
Desert Seismic Low-Frequency Noise Attenuation Using Low-Rank Decomposition-Based Denoising Convolutional Neural Network 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022, 卷号: 60
作者:  Ma, Haitao;  Wang, Yuzhuo;  Li, Yue;  Zhao, Yuxing
收藏  |  浏览/下载：13/0  |  提交时间：2022/02/12
Convolution  Attenuation  Neural networks  Training  Signal to noise ratio  Noise reduction  Noise measurement  Convolutional neural network (CNN)  deep learning  desert seismic noise attenuation  low-rank decomposition  
Stream Boundary Detection of a Hyper-Arid, Polar Region Using a U-Net Architecture: Taylor Valley, Antarctica 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 1
作者:  Barlow, Mary C.;  Zhu, Xinxiang;  Glennie, Craig L.
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
lidar  fluvial geomorphology  stream width  remote sensing  deep learning  
Using deep learning for precipitation forecasting based on spatio-temporal information: a case study 期刊论文
发表期刊: CLIMATE DYNAMICS. 出版年: 2021
作者:  Li, Weide;  Gao, Xi;  Hao, Zihan;  Sun, Rong
收藏  |  浏览/下载：54/0  |  提交时间：2021/11/19
Precipitation forecasting  Spatio-temporal information  Deep learning  Feature extraction  Semi-arid area  
Detection of Alzheimer's disease using grey wolf optimization based clustering algorithm and deep neural network from magnetic resonance images 期刊论文
发表期刊: DISTRIBUTED AND PARALLEL DATABASES. 出版年: 2021
作者:  Suresha, Halebeedu Subbaraya;  Parthasarathy, Srirangapatna Sampathkumaran
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Alzheimer disease recognition and classification  Deep neural network  Grey wolf optimization based clustering algorithm  Histogram equalization  ReliefF algorithm  
Fast and denoise feature extraction based ADMF-CNN with GBML framework for MRI brain image 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY. 出版年: 2021, 卷号: 24, 期号: 2, 页码: 529-544
作者:  Sreelakshmi, D.;  Inthiyaz, Syed
收藏  |  浏览/下载：9/0  |  提交时间：2021/08/05
Machine learning  Convolutional neural networks  MRI brain image  Gradient boosting adaptive filter