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动态资讯 2021年 第03期(总第83期) 其他
2021-03-01
Authors:  张桂英
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Fast Noninvasive Morphometric Characterization of Free Human Sperms Using Deep Learning 期刊论文
Microscopy and Microanalysis, 2022, 卷号: 28, 期号: 5, 页码: 1767-1779
Authors:  Guole Liu;  Hao Shi;  Huan Zhang;  Yating Zhou;  Yujiao Sun;  Wei Li;  Xuefeng Huang;  Yuqiang Jiang;  Yaliang Fang;  Ge Yang
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bright-field microscopy  deep learning  human sperm  intracytoplasmic sperm injection  sperm morphology  
Parameter Identification and Refinement for Parallel PCB Inspection in Cyber-Physical-Social Systems 期刊论文
IEEE Transactions on Computational Social Systems, 2023, 页码: 1-10
Authors:  Yansong Cao;  Yutong Wang;  Jiangong Wang;  Yonglin Tian;  Xiao Wang;  Fei-Yue Wang
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Imaging  Inspection  Image segmentation  Image quality  Hardware  Training  Software  Automated optical inspection (AOI)  parallel printed circuit board (PCB) inspection  parameter identification  parameter refinement  
Dual Frequency Transformer for Efficient SDR-to-HDR Translation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 538-548
Authors:  Gang Xu;  Qibin Hou;  Ming-Ming Cheng
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Standard-dynamic-range to high-dynamic-range (SDR-to-HDR) translation, Transformer, dual frequency attention (DFA), frequency-aware feature decomposition, efficient model  
基于多层BP神经网络的无参考视频质量客观评价 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 2, 页码: 594-607
Authors:  姚军财;  申静;  黄陈蓉
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视频质量评价  神经网络  时延  视频内容  
模糊失真图像无参考质量评价综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 3, 页码: 689-711
Authors:  陈健;  李诗云;  林丽;  王猛;  李佐勇
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图像质量评价  无参考图像质量评价  模糊图像  数据集  
单幅图像超分辨率重建技术研究进展 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 11, 页码: 2634-2654
Authors:  张芳;  赵东旭;  肖志涛;  耿磊;  吴骏;  刘彦北
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超分辨率重建  单幅图像  空域方法  深度学习  
一种多图像局部结构化融合的低照度图像增强算法 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 12, 页码: 2981-2995
Authors:  徐少平;  张贵珍;  林珍玉;  刘婷云;  李崇禧
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低照度图像增强  局部结构化融合  融合权重  视觉显著度  相位一致性  
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 822-836
Authors:  Kai Zhang;  Yawei Li;  Jingyun Liang;  Jiezhang Cao;  Yulun Zhang;  Hao Tang;  Deng-Ping Fan;  Radu Timofte;  Luc Van Gool
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Blind image denoising, real image denosing data synthesis, Transformer, image signal processing (ISP) pipeline  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
Authors:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
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Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning