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Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data 期刊论文
发表期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE. 出版年: 2024, 卷号: 149
作者:  Gravina, Michela;  Garcia-Pedrero, Angel;  Gonzalo-Martin, Consuelo;  Sansone, Carlo;  Soda, Paolo
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Convolutional neural networks  Magnetic resonance images  Positron emission tomography  Multimodal deep learning  
Assessment of forest cover changes using multi-temporal Landsat observation 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2023
作者:  Moradi, Elahe;  Sharifi, Alireza
收藏  |  浏览/下载：52/0  |  提交时间：2022/03/17
Forest cover change  Landsat data  Convolutional neural networks  Change detection  Zagros forests  
Capturing Small Objects and Edges Information for Cross-Sensor and Cross-Region Land Cover Semantic Segmentation in Arid Areas 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2023, 卷号: 16, 页码: 983-997
作者:  Yuan, Panli;  Zhao, Qingzhan;  Zheng, Yuchen;  Wang, Xuewen;  Hu, Bin
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Convolutional neural networks (CNNs)  fine edge  remote sensing image (RSI)  semantic segmentation  small objects  
A novel framework for improving soil organic matter prediction accuracy in cropland by integrating soil, vegetation and human activity information 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2023, 卷号: 903
作者:  Wang, Jiawen;  Feng, Chunhui;  Hu, Bifeng;  Chen, Songchao;  Hong, Yongsheng;  Arrouays, Dominique;  Peng, Jie;  Shi, Zhou
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
Arid and semi-arid region  Cropland  Convolutional neural networks  Annual maximum biomass accumulation index  Planting years  
OutcropHyBNet: Hybrid Backbone Networks with Data Augmentation for Accurate Stratum Semantic Segmentation of Monocular Outcrop Images in Carbon Capture and Storage Applications 期刊论文
发表期刊: SENSORS. 出版年: 2023, 卷号: 23, 期号: 21
作者:  Madokoro, Hirokazu;  Sato, Kodai;  Nix, Stephanie;  Chiyonobu, Shun;  Nagayoshi, Takeshi;  Sato, Kazuhito
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
semantic segmentation  Convolutional Neural Network  Vision Transformer  Generative Adversarial Networks  outcrop images  drone  
DnResNeXt Network for Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022, 卷号: 19
作者:  Yao, Haiyang;  Ma, Haitao;  Li, Yue;  Feng, Qiankun
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
Noise reduction  Signal to noise ratio  Noise measurement  Training  Convolutional neural networks  Convolution  Deep learning  Convolutional neural network (CNN)  deep learning  denoising  desert seismic noise  residual learning  seismic exploration  
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：47/0  |  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  
Desertification Detection in Makkah Region based on Aerial Images Classification 期刊论文
发表期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING. 出版年: 2022, 卷号: 40, 期号: 2, 页码: 607-618
作者:  Said, Yahia;  Barr, Mohammad;  Saidani, Taoufik;  Atri, Mohamed
收藏  |  浏览/下载：46/0  |  提交时间：2021/11/19
Desertification detection  deep learning  convolutional neural networks (CNN)  aerial images classification  Makkah region  
Desertification prediction with an integrated 3D convolutional neural network and cellular automata in Al-Muthanna, Iraq 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2022, 卷号: 194, 期号: 10
作者:  Aldabbagh, Yasir Abdulameer Nayyef;  Shafri, Helmi Zulhaidi Mohd;  Mansor, Shattri;  Ismail, Mohd Hasmadi
收藏  |  浏览/下载：4/0  |  提交时间：2024/09/20
Desertification prediction  Convolutional neural networks  Cellular automata  Al-Muthanna  
Parameter Combination Optimization in Three-Dimensional Convolutional Neural Networks and Transfer Learning for Detecting Alzheimer's Disease from Magnetic Resonance Images 期刊论文
发表期刊: SENSORS AND MATERIALS. 出版年: 2022, 卷号: 34, 期号: 7, 页码: 2837-2851
作者:  Lin, Cheng-Jian;  Lin, Tzu-Chao;  Lin, Cheng-Wei
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Alzheimer's disease  magnetic resonance imaging  three-dimensional convolutional neural networks  Taguchi experimental design  transfer learning