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OpenMix: Exploring Outlier Samples for Misclassification Detection
会议论文
Vancouver canada, Jun 18-22, 2023
作者:
Zhu Fei (朱飞)
;
Zhen Cheng
;
Xu-Yao Zhang
;
Cheng-Lin Liu
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/09/12
Learning by Seeing More Classes
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 45, 期号: 6, 页码: 7477-7493
作者:
Fei Zhu
;
Xu-Yao Zhang
;
Rui-Qi Wang
;
Cheng-Lin Liu
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/09/12
Class augmentation
generalization
confidence estimation
open-environment learning
Rethinking Confidence Calibration for Failure Prediction
会议论文
Virtual, October 23-27, 2022
作者:
Fei Zhu
;
Zhen Cheng
;
Xu-Yao Zhang
;
Cheng-Lin Liu
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  |  
浏览/下载:0/0
  |  
提交时间:2023/09/12
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
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  |  
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
FewHshot image classification method based on sliding feature vectors
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2021, 卷号: 51, 期号: 5, 页码: 1785-1791
作者:
Cao, Jie
;
Qu, Xue
;
Li, Xiao-Xu
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  |  
浏览/下载:15/0
  |  
提交时间:2022/02/17
Query processing
Vector spaces
Class distributions
Classification methods
Computer applications technologies
Feature space
Features vector
Few-shot learning
Images classification
Local feature
Metric learning
Misclassifications
The Key Reason of False Positive Misclassification for Accurate Large-Area Mangrove Classifications
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15, 页码: 23
作者:
Zhao, Chuanpeng
;
Qin, Cheng-Zhi
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  |  
浏览/下载:21/0
  |  
提交时间:2021/11/05
classification scheme
false positive misclassification
non-mangrove vegetation near water
mangrove map
Google Earth Engine
Application of NIR Spectroscopy in Explosive Powder Surface Contamination Remote Detection
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2021, 卷号: 41
作者:
Li Da-cheng
;
Wang An-jing
;
Li Yang-yu
;
Cui Fang-xiao
;
Wu Jun
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  |  
浏览/下载:23/0
  |  
提交时间:2021/04/26
NIR Spectra
Explosive powder
Surface contamination
Classification
Sequential three-branch decision method based on Bayesian principle
会议论文
Kunming, China, 2021-05-22
作者:
Zeng, Ke
;
Ran, Junfeng
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  |  
浏览/下载:56/0
  |  
提交时间:2022/03/18
Bayesian principle
Three-branch decision method
Lowest total cost
Fusion of High- and Medium-Resolution Optical Remote Sensing Imagery and GlobeLand30 Products for the Automated Detection of Intra-Urban Surface Water
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 24, 页码: 21
作者:
Li, Zhi
;
Yang, Xiaomei
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  |  
浏览/下载:26/0
  |  
提交时间:2021/03/15
urban surface water area
extended morphological profiles
adaptive threshold segmentation
decision-level fusion
GaoFen-1 satellite
Landsat-OLI 8
GlobeLand30 products
three-case study in China
Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:
Mou, Lichao
;
Lu, Xiaoqiang
;
Li, Xuelong
;
Zhu, Xiao Xiang
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  |  
浏览/下载:52/0
  |  
提交时间:2020/12/21
Hyperspectral imaging
Convolution
Task analysis
Recurrent neural networks
Semisupervised learning
Support vector machines
Graph convolutional network (GCN)
hyperspectral image classification
nonlocal graph
semisupervised learning
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