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科研机构
北京航空航天大学 [9]
内容类型
期刊论文 [5]
会议论文 [4]
发表日期
2019 [2]
2018 [4]
2016 [2]
2015 [1]
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专题:北京航空航天大学
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Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model for Hyperspectral Image Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 页码: 1741-1754
作者:
Deng, Cheng
;
Xue, Yumeng
;
Liu, Xianglong
;
Li, Chao
;
Tao, Dacheng
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/30
Active learning (AL)
deep learning
hyperspectral image (HSI) classification
multiple-feature representation
stacked sparse autoencoder (SSAE)
transfer learning (TL)
A novel spectral-spatial classification technique for multispectral images using extended multi-attribute profiles and sparse autoencoder
期刊论文
REMOTE SENSING LETTERS, 2019, 卷号: 10, 页码: 30-38
作者:
Teffahi, Hanane
;
Yao, Hongxun
;
Chaib, Souleyman
;
Belabid, Nasreddine
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Deep learning
Extraction
Feature extraction
Remote sensing
Support vector machines
Classification accuracy
Classification approach
Classification framework
Classification methods
Multispectral images
Spatial informations
Spectral information
Spectral-spatial classification
Image classification
Feature Extraction based on Extended Multi-Attribute Profiles and Sparse Autoencoder for Remote Sensing Image Classification
会议论文
MIPPR 2017: MULTISPECTRAL IMAGE ACQUISITION, PROCESSING, AND ANALYSIS, 2018-01-01
作者:
Teffahi, Hanane
;
Yao, Hongxun
;
Belabid, Nasreddine
;
Chaib, Souleyman
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/30
Hyperspectral image
multispectral image
spatial feature extraction
dimensionality reduction
image classification
deep learning (DL)
sparse autoencoder (SAE)
extend multi-attribute profiles (EMAP)
support vector machine (SVM)
End-to-end temporal attention extraction and human action recognition
期刊论文
MACHINE VISION AND APPLICATIONS, 2018, 卷号: 29, 页码: 1127-1142
作者:
Zhang, Hong
;
Xin, Miao
;
Wang, Shuhang
;
Yang, Yifan
;
Zhang, Lei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Temporal attention extraction
Action recognition
Temporal sparse autoencoder
Sequence reconstruction
Feature learning
Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self-Learning
期刊论文
COMPLEXITY, 2018
作者:
Ma, Jian
;
Su, Hua
;
Zhao, Wan-lin
;
Liu, Bin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Deep Learning Based Lithology Classification Using Dual-Frequency Pol-SAR Data
期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8
作者:
Wang, Wenguang
;
Ren, Xin
;
Zhang, Yan
;
Li, Meng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
polarimetric synthetic aperture radar
dual-frequency Pol-SAR data
stacked sparse autoencoder
lithology classification
Recurrent Temporal Sparse Autoencoder for Attention-based Action Recognition
会议论文
International Joint Conference on Neural Networks (IJCNN), Vancouver, CANADA, 2016-07-24
作者:
Xin, Miao
;
Zhang, Hong
;
Sun, Mingui
;
Yuan, Ding
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Recurrent Temporal Sparse Autoencoder for Attention-based Action Recognition
会议论文
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016-01-01
作者:
Xin, Miao
;
Zhang, Hong
;
Sun, Mingui
;
Yuan, Ding
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
An Empirical Analysis of Different Sparse Penalties for Autoencoder in Unsupervised Feature Learning
会议论文
2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015-01-01
作者:
Jiang, Nan
;
Rong, Wenge
;
Peng, Baolin
;
Nie, Yifan
;
Xiong, Zhang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2020/01/06
autoencoder
sparse penalty
sparse coding
unsupervised feature learning
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