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A Spatial-Spectral Joint Attention Network for Change Detection in Multispectral Imagery
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14
作者:
Zhang, Wuxia
;
Zhang, Qinyu
;
Liu, Shuo
;
Pan, Xiaoying
;
Lu, Xiaoqiang
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/08/31
change detection
attention mechanism
spatial-spectral features
multispectral imagery
The spectral-spatial joint learning for change detection in multispectral imagery
期刊论文
Remote Sensing, 2019, 卷号: 11, 期号: 3
作者:
Zhang, Wuxia
;
Lu, Xiaoqiang
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2019/03/26
multispectral imagery
spectral-spatial representation
Siamese CNN
feature fusion
discrimination learning
change detection
An Improved Jitter Detection Method Based on Parallax Observation of Multispectral Sensors for Gaofen-1 02/03/04 Satellites
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 1
作者:
Zhu, Ying
;
Wang, Mi
;
Cheng, Yufeng
;
He, Luxiao
;
Xue, Lin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/05
jitter detection
multispectral imagery
systematic error
time-varying error
Gaofen-1
Estimation of Forest Structural Attributes Using Spectral Indices and Point Clouds from UAS-Based Multispectral and RGB Imageries
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 7
作者:
Shen, Xin
;
Cao, Lin
;
Yang, Bisheng
;
Xu, Zhong
;
Wang, Guibin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
UAS platform
multispectral imagery
point cloud
forest structural attributes
A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 6, 页码: 3587-3599
作者:
Zhang, Wuxia
;
Lu, Xiaoqiang
;
Li, Xuelong
;
Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2018/06/28
Change Detection
Keep It Simple And Straight-forward (Kiss) Metric Learning
Multiscale Feature
Multispectral Imagery
Semi-supervised Learning
Object-Based Convolutional Neural Networks for Cloud and Snow Detection in High-Resolution Multispectral Imagers
期刊论文
WATER, 2018, 卷号: 10, 期号: 11
作者:
Wang, Lei
;
Chen, Yang
;
Tang, Luliang
;
Fan, Rongshuang
;
Yao, Yunlong
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
cloud and snow detection
convolutional neural networks
superpixel segmentation
multispectral imagery
Remote Sensing Image Fusion Based on Two-Stream Fusion Network
期刊论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, 卷号: 10704 LNCS, 页码: 428-439
作者:
Liu, X.
;
Wang, Y.
;
Liu, Q.
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/30
Convolution
Deep learning
Deep neural networks
Image resolution
Neural networks
Remote sensing
Satellite imagery
Spectroscopy
Convolutional neural network
High spatial resolution
Multispectral images
Pan-sharpening
Panchromatic (Pan) image
QuickBird satellite
Remote sensing images
Spectral information
Image fusion
Tree species classification based on explicit tree structure feature parameters derived from static terrestrial laser scanning data
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2016
Lin, Yi
;
Herold, Martin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2017/12/03
Tree species classification
Static terrestrial laser scanning (TLS)
Explicit tree structure feature parameters
Support vector machine (SVM) classifier
Leave-one-out-for-cross-validation (LOOCV)
SUPPORT VECTOR MACHINES
LIDAR DATA
MULTISPECTRAL IMAGERY
TEMPERATE FOREST
STANDING TREES
AIRBORNE LIDAR
TOPOGRAPHY
PROFILES
BIOMASS
FUSION
Geostatistical Analysis of CH4 Columns over Monsoon Asia Using Five Years of GOSAT Observations
期刊论文
REMOTE SENSING, 2016, 卷号: 8, 期号: 5
作者:
Liu, Min
;
Lei, Liping
;
Liu, Da
;
Zeng, Zhao-Cheng
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2017/04/24
SUPPORT VECTOR MACHINES
WAVE-FORM LIDAR
LASER-SCANNING DATA
SPECIES CLASSIFICATION
MULTISPECTRAL IMAGERY
SPATIAL SCALES
FOREST BIOMASS
INTENSITY DATA
URBAN AREA
VEGETATION
Constructing Hierarchical Segmentation Tree for Feature Extraction and Land Cover Classification of High Resolution MS Imagery
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 卷号: 8, 期号: 5
作者:
Wang, Leiguang
;
Dai, Qinling
;
Xu, Qizhi
;
Zhang, Yun
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
Feature extraction
hierarchical segmentation
high spatial resolution
image classification
multispectral (MS) imagery
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