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结合多聚焦融合和DSGEF双阶段网络重建太阳斑点图 期刊论文
计算机科学/Computer Science, 2023, 卷号: 50, 期号: 6A, 页码: 348-353
Authors:  金亚辉;  蒋慕蓉;  李福海;  杨磊;  谌俊毅
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多聚焦融合  双阶段网络  梯度增强  太阳斑点图  图像重建  
结合GAN和风格迁移的太阳斑点图重建方法 期刊论文
计算机技术与发展/Computer Technology and Development, 2023, 卷号: 33, 期号: 05, 页码: 49-55
Authors:  黄亚群;  罗俊;  蒋慕蓉;  杨磊;  郑培煜
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太阳斑点图  超分辨率重建  生成对抗网络  风格迁移  深度学习  
基于结构重参数化的太阳斑点图像弱监督去模糊方法 期刊论文
计算机应用研究/Application Research of Computers, 2023, 卷号: 40, 期号: 04, 页码: 1250-1255
Authors:  邓林浩;  蒋慕蓉;  杨磊;  谌俊毅;  金亚辉
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弱监督  太阳斑点  去模糊  重参数化  轻量网络  
Solar Speckle Image Deblurring With Deep Prior Constraint Based on Regularization 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 128195-128206
Authors:  Jin, Yahui;  Jiang, Murong;  Yang L(杨磊);  Zou SZ(邹思仲);  Deng, Linhao;  Chen JY(谌俊毅)
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Solar speckle image  regularization model  deep image prior  point spread function  
基于生成对抗网络的梯度引导太阳斑点图像去模糊方法 期刊论文
计算机应用/Journal of Computer Applications, 2021, 卷号: 41, 期号: 11, 页码: 3345-3352
Authors:  李福海;  蒋慕蓉;  杨磊;  谌俊毅
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去模糊  生成对抗网络  梯度引导  局部细节  太阳斑点  
结合MCycleGAN与RFCNN实现太阳斑点图高分辨重建 期刊论文
计算机科学/Computer Science, 2021, 卷号: 48, 页码: 38-42+56
Authors:  崔雯昊;  蒋慕蓉;  杨磊;  傅鹏铭;  朱凌霄
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太阳斑点图像  深度学习  高分辨率重建  MCycleGAN  RFCNN  
Couple Double-Stage FPNs with Single Pipe-Line for Solar Speckle Images Deblurring 会议论文
Lecture Notes in Computer Science - PATTERN RECOGNITION AND COMPUTER VISION, PT IV, Univ Sci & Technol Beijing, Zhuhai, PEOPLES R CHINA, 2021-12-19
Authors:  Li, Fuhai;  Jiang, Murong;  Yang L(杨磊)
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Double-stage  FPN  Single pipe-line  Gradient spatial  Contextualized information  Solar speckle image  
Reconstruction of single-frame solar speckle image with cycle consistency loss and perceptual loss 会议论文
Proceedings - 2019 6th International Conference on Information Science and Control Engineering, ICISCE 2019, Shanghai, China, 2019-12-20
Authors:  Ren, Yonghui;  Jiang, Murong;  Fu, Zexin;  Yang L(杨磊)
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Solar speckle image  High resolution reconstruction  Generative adversarial networks  Cycle consistency loss  Perceptual loss.