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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
Creator:  Sampath, Rajaram;  Baskar, Manickam
Favorite  |  View/Download：50/0  |  Submit date：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
Creator:  Li, Mo;  Li, Yue;  Tian, Yanan;  Wu, Ning
Favorite  |  View/Download：9/0  |  Submit date：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)  
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
Creator:  Yang, Tiejun;  Bai, Xinhao;  Cui, Xiaojuan;  Gong, Yuehong;  Li, Lei
Favorite  |  View/Download：11/0  |  Submit date：2022/03/17
global feature extraction  registration  transformer  zero padding  
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
Creator:  Li, Weide;  Gao, Xi;  Hao, Zihan;  Sun, Rong
Favorite  |  View/Download：49/0  |  Submit date：2021/11/19
Precipitation forecasting  Spatio-temporal information  Deep learning  Feature extraction  Semi-arid area  
Deep Learning for Effective Refugee Tent Extraction Near Syria-Jordan Border 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2021, 卷号: 18, 期号: 8, 页码: 1342-1346
Creator:  Lu, Yan;  Koperski, Krzysztof;  Kwan, Chiman;  Li, Jiang
Favorite  |  View/Download：8/0  |  Submit date：2021/11/19
Satellites  Feature extraction  Computational modeling  Training  Task analysis  Image resolution  Object detection  Deep learning  fully convolutional network  spectral angle mapper (SAM)  transfer learning  
Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 202-213
Creator:  Zerrouki, Yacine;  Harrou, Fouzi;  Zerrouki, Nabil;  Dairi, Abdelkader;  Sun, Ying
Favorite  |  View/Download：3/0  |  Submit date：2021/03/08
Remote sensing  Feature extraction  Deep learning  Earth  Artificial satellites  Vegetation mapping  Indexes  Desertification detection  feature extraction  Landsat sensors  variational autoencoder (VAE) classification  
Computational Modeling of Dementia Prediction Using Deep Neural Network: Analysis on OASIS Dataset 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 42449-42462
Creator:  Basheer, Shakila;  Bhatia, Surbhi;  Sakri, Sapiah Binti
Favorite  |  View/Download：9/0  |  Submit date：2021/07/30
Feature extraction  Deep learning  Magnetic resonance imaging  Machine learning  Predictive models  Neuroimaging  Prediction algorithms  Dementia  Alzheimer’  s disease  neural network models  machine learning  deep learning  convolutional neural networks  capsule networks  
Optimization of Rocky Desertification Classification Model Based on Vegetation Type and Seasonal Characteristic 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 15
Creator:  Qian, Chunhua;  Qiang, Hequn;  Wang, Feng;  Li, Mingyang
Favorite  |  View/Download：1/0  |  Submit date：2021/11/19
rocky desertification  supervised classification method  MODIS data  feature extraction  spatial and temporal distribution  
Accurate Extraction of Mountain Grassland From Remote Sensing Image Using a Capsule Network 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2021, 卷号: 18, 期号: 6, 页码: 964-968
Creator:  Guo, Zhengqiang;  Liu, Hailong;  Zheng, Zezhong;  Chen, Xi;  Liang, Yan
Favorite  |  View/Download：3/0  |  Submit date：2021/11/29
Feature extraction  Remote sensing  Deep learning  Vegetation mapping  Training  Indexes  Microsoft Windows  Classification  deep learning  grassland  remote sensing  
Low-Frequency Desert Noise Intelligent Suppression in Seismic Data Based on Multiscale Geometric Analysis Convolutional Neural Network 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2020, 卷号: 58, 期号: 1, 页码: 650-665
Creator:  Zhao, Yuxing;  Li, Yue;  Yang, Baojun
Favorite  |  View/Download：6/0  |  Submit date：2020/03/23
Noise reduction  Feature extraction  Signal to noise ratio  Signal resolution  Training  Transforms  Surface waves  Convolutional neural network (CNN)  low-frequency noise suppression  multiscale geometric analysis (MGA)  seismic exploration  training set