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Let UNet Play an Adversarial Game: Investigating the Effect of Adversarial Training in Enhancing Low-Resolution MRI 期刊论文
发表期刊: JOURNAL OF IMAGING INFORMATICS IN MEDICINE. 出版年: 2024
作者:  Javadi, Mohammad;  Sharma, Rishabh;  Tsiamyrtzis, Panagiotis;  Webb, Andrew G.;  Leiss, Ernst;  Tsekos, Nikolaos V.
收藏  |  浏览/下载：13/0  |  提交时间：2024/10/04
Generative Adversarial Networks  Adversarial loss  REAL-ESRGAN  UNet  Mixed effects modeling  
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  
The Application of Semisupervised Attentional Generative Adversarial Networks in Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022
作者:  Li, Yue;  Luo, Xinming;  Wu, Ning;  Dong, Xintong
收藏  |  浏览/下载：42/0  |  提交时间：2022/02/12
Noise reduction  Noise measurement  Training  Generators  Signal to noise ratio  Generative adversarial networks  Mathematical model  Class activation map (CAM)  deep learning (DL)  desert seismic data  generative adversarial networks (GANs)  
Multi-Vehicle Collaborative Learning for Trajectory Prediction With Spatio-Temporal Tensor Fusion 期刊论文
发表期刊: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 出版年: 2022, 卷号: 23, 期号: 1
作者:  Wang, Yu;  Zhao, Shengjie;  Zhang, Rongqing;  Cheng, Xiang;  Yang, Liuqing
收藏  |  浏览/下载：25/0  |  提交时间：2022/03/17
Trajectory  Predictive models  Generative adversarial networks  Collaborative work  Tensile stress  Intelligent vehicles  Gallium nitride  Collaborative learning  spatio-temporal tensor fusion  vehicle trajectory prediction  generative adversarial networks  
Relative Attributes-Based Generative Adversarial Network for Desert Seismic Noise Suppression 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022, 卷号: 19
作者:  Ma, Haitao;  Sun, Yu;  Wu, Ning;  Li, Yue
收藏  |  浏览/下载：35/0  |  提交时间：2022/03/17
Generators  Noise reduction  Training  Noise measurement  Generative adversarial networks  Transforms  Convolution  Attribute training set  relative attributes-based denoising  seismic exploration  seismic noise suppression  
Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study 期刊论文
发表期刊: CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE. 出版年: 2021
作者:  Zerrouki, Nabil;  Dairi, Abdelkader;  Harrou, Fouzi;  Zerrouki, Yacine;  Sun, Ying
收藏  |  浏览/下载：39/0  |  提交时间：2021/11/19
deep learning  desertification detection  generative adversarial networks  land cover changes  Landsat data  
Generative Adversarial Network for Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2021, 卷号: 59, 期号: 8, 页码: 7062-7075
作者:  Wang, Hongzhou;  Li, Yue;  Dong, Xintong
收藏  |  浏览/下载：38/0  |  提交时间：2021/11/19
Noise reduction  Generators  Generative adversarial networks  Gallium nitride  Convolution  Signal to noise ratio  Training  Adversarial training  convolutional neural network (CNN)  desert seismic data  generative adversarial network (GAN)  low signal-to-noise ratios (SNRs)  
The Denoising of Desert Seismic Data Based on Cycle-GAN With Unpaired Data Training 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2021, 卷号: 18, 期号: 11, 页码: 2016-2020
作者:  Li, Yue;  Wang, Hongzhou;  Dong, Xintong
收藏  |  浏览/下载：46/0  |  提交时间：2021/11/29
Noise reduction  Training  Noise measurement  Generators  Gallium nitride  Data models  Generative adversarial networks  Cycle-generative adversarial networks (GANs)  desert seismic data  training set  unpaired data training  
Arbitrary Scale Super-Resolution for Medical Images 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 出版年: 2021, 卷号: 31, 期号: 10
作者:  Zhu, Jin;  Tan, Chuan;  Yang, Junwei;  Yang, Guang;  Lio, Pietro
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/19
Super-resolution  medical image analysis  image processing  generative adversarial networks  meta learning  transfer learning