面向非特定流形结构化数据的稀疏编码关键技术研究

61872151
2018
F0210.计算机图像视频处理与多媒体技术
全宇晖
面上项目
副教授
华南理工大学
61万元
流形;非欧几里得结构;稀疏编码;字典学习
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Recorrupted-to-Recorrupted: Unsupervised deep learning for image denoising 会议论文 Pang Tongyao;Zheng Huan;Quan Yuhui;Ji Hui
2 Image Quality Assessment Using Kernel Sparse Coding 期刊论文 Zhou Zihan;Li Jing;Quan Yuhui;Xu Ruotao
3 Recurrent Exposure Generation for Low-Light Face Detection 期刊论文 Jinxiu Liang;Jingwen Wang;Yuhui Quan;Tianyi Chen;Jiaying Liu;Haibin Ling;Yong Xu
4 Image Denoising via Sequential Ensemble Learning 期刊论文 Yang Xuhui;Xu Yong;Quan Yuhui;Ji Hui
5 一种基于用户交互式的纹理分割方法 专利 全宇晖;刘涛
6 Nonblind Image Deblurring via Deep Learning in Complex Field 期刊论文 Yuhui Quan;Peikang Lin;Yong Xu;Yuesong Nan;Hui Ji
7 Multi-View 3D Shape Recognition via Correspondence-Aware Deep Learning 期刊论文 Yong Xu;Chaoda Zheng;Ruotao Xu;Yuhui Quan;Haibin Ling
8 Variational-EM-based deep learning for noise-blind image deblurring 会议论文 Nan Yuesong;Quan Yuhui;Ji Hui
9 Image denoising using complex-valued deep CNN 期刊论文 Yuhui Quan;Yixin Chen;Yizhen Shao;Huan Teng;Yong Xu;Hui Ji
10 No-Reference Image Quality Assessment Using Dynamic Complex-Valued Neural Model 会议论文 Zihan Zhou;Yong Xu;Ruotao Xu;Yuhui Quan
11 Attention with structure regularization for action recognition 期刊论文 Quan Yuhui;Chen Yixin;Xu Ruotao;Ji Hui
12 Self-Supervised Blind Image Deconvolution via Deep Generative Ensemble Learning 期刊论文 Mingqin Chen;Yuhui Quan;Yong Xu;Hui Ji
13 Cartoon-Texture Image Decomposition using Orientation Characteristics in Patch Recurrence 期刊论文 Xu Ruotao;Xu Yong;Quan Yuhui;Ji Hui
14 一种基于边缘引导的混合退化文本图像恢复方法 专利 全宇晖;杨婕婷
15 Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity 会议论文 Chen Zhile;Li Feng;Quan Yuhui;Xu Yong;Ji Hui
16 Unsupervised Phase Retrieval Using Deep Approximate MMSE Estimation 期刊论文 Mingqin Chen;Lin Peikang;Yuhui Quan;Tongyao Pang;Hui Ji
17 Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors 期刊论文 Jinxiu Liang;Yong Xu;Yuhui Quan;Boxin Shi;Hui Ji
18 Factorized Tensor Dictionary Learning for Visual Tensor Data Completion 期刊论文 Xu Ruotao;Xu Yong;Quan Yuhui
19 Full-reference image quality metric for blurry images and compressed images using hybrid dictionary learning 期刊论文 Zhou Zihan;Li Jing;Xu Yong;Quan Yuhui
20 Gaussian Kernel Mixture Network for Single Image Defocus Deblurring 会议论文 Quan Yuhui;Wu Zicong;Ji Hui
21 2019年广东省科学技术进步奖二等奖 奖励 许勇;全宇晖;吴斯;黄艳;梁锦秀;钱宝军;王志宇;杨嘉欣
22 Weakly-Supervised Sparse Coding with Geometric Prior for Interactive Texture Segmentation 期刊论文 Yuhui Quan;Huan Teng;Tao Liu;Yan Huang
23 Watermarking Deep Neural Networks in Image Processing 期刊论文 Quan Yuhui;Teng Huan;Chen Yixin;Ji Hui
24 Image Desnowing via Deep Invertible Separation 期刊论文 Yuhui Quan;Xiaoheng Tan;Yan Huang;Yong Xu;Hui Ji
25 High-Quality Self-Supervised Snapshot Hyperspectral Imaging 会议论文 Yuhui Quan;Xinran Qin;Mingqin Chen;Yan Huang
26 Unsupervised Deep Background Matting Using Deep Matte Prior 期刊论文 Yong Xu;Baoling Liu;Yuhui Quan;Hui Ji
27 Attentive deep network for blind motion deblurring on dynamic scenes 期刊论文 Yong Xu;Ye Zhu;Yuhui Quan;Hui Ji
28 Dual-domain self-supervised learning and model adaption for deep compressive imaging 会议论文 Yuhui Quan;Xinran Qin;Tongyao Pang;Hui Ji
29 Collaborative deep learning for super-resolving blurry text images 期刊论文 Quan Yuhui;Yang Jieting;Chen Yixin;Xu Yong;Ji Hui
30 Removing Reflection From a Single Image With Ghosting Effect 期刊论文 Yan Huang;Yuhui Quan;Yong Xu;Ruotao Xu;Hui Ji
31 Supervised Sparse Coding With Decision Forest 期刊论文 Huang Yan;Quan Yuhui;Liu Tao
32 Structure-Texture Image Decomposition Using Discriminative Patch Recurrence 期刊论文 Xu Ruotao;Xu Yong;Quan Yuhui
33 Deep Learning for Seeing Through Window With Raindrops 会议论文 Yuhui Quan;Shijie Deng;Yixin Chen;Hui Ji
34 Self-Supervised Bayesian Deep Learning for Image Recovery With Applications to Compressive Sensing 会议论文 TongYao Pang;Yuhui Quan;Hui Ji
35 Encoding Spatial Distribution of Convolutional Features for Texture Representation 会议论文 Yong Xu;Feng Li;Zhile Chen;Jinxiu Liang;Yuhui Quan
36 Learning deep non-blind image deconvolution without ground truths 会议论文 Yuhui Quan;Zhuojie Chen;Huan Zheng;Hui Ji
37 Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image 会议论文 Quan Yuhui;Chen Mingqin;Pang Tongyao;Ji Hui
38 Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network 期刊论文 Mingqin Chen;Yuhui Quan;Tongyao Pang;Hui Ji
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