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科研机构
武汉大学 [2]
北京航空航天大学 [1]
寒区旱区环境与工程研... [1]
自动化研究所 [1]
湖南大学 [1]
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期刊论文 [6]
发表日期
2019 [6]
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Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning
期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
作者:
Yang, Menglin
;
Li, Ding
;
Zhang, Wensheng
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浏览/下载:61/0
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提交时间:2019/12/16
feature extraction
diseases
medical image processing
patient diagnosis
image segmentation
image classification
supervised learning
image annotation
thoracic disease diagnosis
weakly supervised learning
computer-aided diagnosis
coarse image-level annotations
pathological area
nonlocal aware features
fine-grained expertise
clinical diagnosis
visualisation method
chest X-ray dataset
spatial nonlocal attention mechanism
ResNet-SNA
LiDAR Data Classification Using Spatial Transformation and CNN
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 卷号: 16, 期号: 1, 页码: 125-129
作者:
He, Xin
;
Wang, Aili
;
Ghamisi, Pedram
;
Li, Guoyu
;
Chen, Yushi
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浏览/下载:85/0
  |  
提交时间:2019/10/09
Convolutional neural networks (CNNs)
deep learning
feature extraction
light detection and ranging (LiDAR)
morphological profile (MP)
spatial transformation network (STN)
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 2
作者:
Yuan, Qiangqiang
;
Zhang, Qiang
;
Li, Jie
;
Shen, Huanfeng
;
Zhang, Liangpei
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浏览/下载:11/0
  |  
提交时间:2019/12/05
Hyperspectral image (HSI) denoising
spatial-spectral
convolutional neural network (CNN)
multiscale feature extraction
Automatic and Unsupervised Water Body Extraction Based on Spectral-Spatial Features Using GF-1 Satellite Imagery
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 卷号: 16, 期号: 6
作者:
Zhang, Yongjun
;
Liu, Xinyi
;
Zhang, Yi
;
Ling, Xiao
;
Huang, Xu
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浏览/下载:4/0
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提交时间:2019/12/05
GF-1 imagery
image classification
spectral-spatial feature
water body extraction
Superpixel Tensor Model for Spatial–Spectral Classification of Remote Sensing Images
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.7, 页码: 4705-4719
作者:
Yanfeng Gu
;
Tianzhu Liu
;
Jun Li
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浏览/下载:7/0
  |  
提交时间:2019/12/13
Feature extraction
Remote sensing
Kernel
Task analysis
Algebra
Support vector machines
Extended morphological profile (EMAP)
remote sensing images
spatial–spectral classification
superpixel
tensor
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
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浏览/下载:5/0
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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
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