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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  
Drought disaster monitoring and land use dynamics: identification of drought drivers using regression-based algorithms 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2022
作者:  Orimoloye, Israel R.;  Olusola, Adeyemi O.;  Belle, Johanes A.;  Pande, Chaitanya B.;  Ololade, Olusola O.
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Drought disaster  Land use dynamics  Drought drivers  Machine learning  Regression-based algorithms  
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  
Soil Erosion Assessment of Alpine Grassland in the Source Park of the Yellow River on the Qinghai-Tibetan Plateau, China 期刊论文
发表期刊: FRONTIERS IN ECOLOGY AND EVOLUTION. 出版年: 2022, 卷号: 9
作者:  Lin, Huilong;  Zhao, Yuting
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
grassland degradation  Cs-137 element tracing  soil erosion classification  restoration and protection management  alpine grassland  
Spatiotemporal Evolution Analysis and Future Scenario Prediction of Rocky Desertification in a Subtropical Karst Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Qian, Chunhua;  Qiang, Hequn;  Qin, Changyou;  Wang, Zi;  Li, Mingyang
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
landscape change  spatiotemporal evolution of rocky desertification  improved CA-Markov model  future scenario prediction  
Leaf Area Index Estimation of Pergola-Trained Vineyards in Arid Regions Based on UAV RGB and Multispectral Data Using Machine Learning Methods 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Ilniyaz, Osman;  Kurban, Alishir;  Du, Qingyun
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
leaf area index (LAI)  light extinction coefficient  unmanned aerial vehicles (UAV)  multispectral data  RGB data  machine learning  pergola-trained vineyards  
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  
Sunshine duration measurements and predictions in Saharan Algeria region: an improved ensemble learning approach 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2022
作者:  El-kenawy, El-Sayed M.;  Ibrahim, Abdelhameed;  Bailek, Nadjem;  Bouchouicha, Kada;  Hassan, Muhammed A.;  Jamei, Mehdi;  Al-Ansari, Nadhir
收藏  |  浏览/下载：23/0  |  提交时间：2022/02/12
Sunshine duration  Solar energy  Hybrid ensemble learning approach  Algerian desert