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Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability
Total variation regularized low-rank tensor decomposition with nonlocal for single image denoising
会议论文
Xining, China, July 15-19, 2021
作者:
Li, Shengchuan
;
Wang YM(王艳美)
;
Luo Q(罗琼)
;
Wang, Kai
;
Han Z(韩志)
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2021/10/03
PolSAR Image Feature Extraction via Co-Regularized Graph Embedding
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 11, 页码: 19
作者:
Huang, Xiayuan
;
Nie, Xiangli
;
Qiao, Hong
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  |  
浏览/下载:15/0
  |  
提交时间:2020/08/03
Wishart distance
Euclidean distance of polarimetric features
co-regularized graph embedding
dimensionality reduction
PolSAR image feature extraction
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning
会议论文
美国 长滩, 2019-6
作者:
Yurun Tian
;
Xin Yu
;
Bin Fan
;
Fuchao Wu
;
Huub Heijen
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  |  
浏览/下载:228/0
  |  
提交时间:2019/06/10
Iterative Relaxed Collaborative Representation With Adaptive Weights Learning for Noise Robust Face Hallucination
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 5, 页码: 1284-1295
作者:
Liu, Licheng
;
Li, Shutao
;
Chen, C. L. Philip
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  |  
浏览/下载:50/0
  |  
提交时间:2019/07/12
Relaxed collaborative representation
face hallucination
locality regularization
adaptively weights learning
noise robust coding
An improved PET image reconstruction method based on super-resolution
期刊论文
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2019, 页码: 162677
作者:
Ying Wang
;
Xuezhu Zhang
;
Mengxi Zhang
;
Dong Liang
;
Xin Liu
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/13
Positron emission tomography
Reconstruction
Patch regularization
Penalized maximum likelihood
Random forests
mage reconstruction for positron emission tomography based on patch-based regularization and dictionary learning.
期刊论文
Medical physics, 2019
作者:
Wanhong Zhang
;
Juan Gao
;
Yongfeng Yang
;
Dong Liang
;
Xin Liu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/17
dictionary learning
image reconstruction
patch regularization
positron emission tomography
An improved PET image reconstruction method based on super-resolution
期刊论文
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2019, 卷号: Vol.946, 页码: 162677
作者:
Ying Wang
;
Xuezhu Zhang
;
Mengxi Zhang
;
Dong Liang
;
Xin Liu
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/17
Positron emission tomography
Reconstruction
Patch regularization
Penalized maximum likelihood
Random forests
Photoacoustic imaging reconstruction using combined nonlocal patch and total-variation regularization for straight-line scanning
期刊论文
BIOMEDICAL ENGINEERING ONLINE, 2018, 卷号: 17
作者:
Wang, Jin
;
Wang, Yuanyuan
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Photoacoustic imaging
Straight-line reconstruction
Nonlocal patch
Total variation
Structured and weighted multi-task low rank tracker
期刊论文
PATTERN RECOGNITION, 2018, 卷号: 81, 页码: 528-544
作者:
Fan BJ(范保杰)
;
Li XM(李小毛)
;
Cong Y(丛杨)
;
Tang YD(唐延东)
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2018/09/04
Robust multi-subtask learning
Structured and weighted low rank
Group-sparsity regularization
Normalized collaboration metric
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