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Hyperspectral Band Selection With Iterative Graph Autoencoder
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 13
作者:
Zhou, Yuan
;
Yao, Qingren
;
Huo, Shuwei
;
Li, Xiaofeng
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/12/07
Feature extraction
Iterative methods
Symmetric matrices
Hyperspectral imaging
Convolution
Correlation
Task analysis
Graph autoencoder (GAE)
graph representation
hyperspectral band selection (BS)
representativeness
基于高光谱成像技术识别番茄干旱胁迫
期刊论文
光谱学与光谱分析, 2023, 卷号: 43
作者:
贺露
;
万莉
;
高会议
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/11/10
Hyperspectral imaging
Tomato
Drought stress
Image and spectral features
高光谱成像
番茄
干旱胁迫
图谱特征
A Deep-Learning Based System for Rapid Genus Identification of Pathogens under Hyperspectral Microscopic Images
期刊论文
CELLS, 2022, 卷号: 11, 期号: 14
作者:
Tao, Chenglong
;
Du, Jian
;
Tang, Yingxin
;
Wang, Junjie
;
Dong, Ke
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/08/31
infectious pathogens
hyperspectral microscopy
bacteria identification
artificial intelligence
imaging
genus
spectral characteristics
Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 4990-5000
作者:
Sun, Bangyong
;
Zhao, Zhe
;
Liu, Di
;
Gao, Xiaomei
;
Yu, Tao
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/08/16
Anomaly detection
Hyperspectral imaging
Tensors
Detectors
Feature extraction
Training
Neural networks
Anomaly detection
hyperspectral image (HSI)
tensor decomposition network
Review on the Application of Hyperspectral Imaging Technology of the Exposed Cortex in Cerebral Surgery
期刊论文
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2022, 卷号: 10
作者:
Wu, Yue
;
Xu, Zhongyuan
;
Yang, Wenjian
;
Ning, Zhiqiang
;
Dong, Hao
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/12/23
hyperspectral imaging
biomedical
cerebral disease
brain tissue metabolic and hemodynamic
brain cancer diagnosis
A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Dong, Le
;
Lu, Xiaoqiang
;
Liu, Ganchao
;
Yuan, Yuan
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  |  
浏览/下载:37/0
  |  
提交时间:2022/01/18
Image reconstruction
Hyperspectral imaging
Noise measurement
Gaussian noise
Interference
Stability analysis
Sensors
Hyperspectral unmixing (HU)
image reconstruction
nonnegative matrix factorization (NMF)
spatial-spectral information
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Yuan, Yuan
;
Dong, Le
;
Li, Xuelong
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/01/18
Tensors
TV
Hyperspectral imaging
Data models
Task analysis
Optimization
Data mining
Hyperspectral unmixing
low tensor rank
nonlocal similarity
nonnegative tensor factorization (NTF)
Reflectance images of effective wavelengths from hyperspectral imaging for identification of Fusarium head blight-infected wheat kernels combined with a residual attention convolution neural network
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 190
作者:
Weng, Shizhuang
;
Han, Kaixuan
;
Chu, Zhaojie
;
Zhu, Gongqin
;
Liu, Cunchuan
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2021/11/29
Hyperspectral imaging
Wheat diseases
Variable selection
Feature fusion
Deep learning
Uav-borne hyperspectral imaging remote sensing system based on acousto-optic tunable filter for water quality monitoring
期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 20
作者:
Liu, Hong
;
Yu, Tao
;
Hu, Bingliang
;
Hou, Xingsong
;
Zhang, Zhoufeng
收藏
  |  
浏览/下载:79/0
  |  
提交时间:2021/11/01
hyperspectral imaging
acousto-optic tunable filter
UAV platform
remote sensing
water quality monitoring
Multichannel Interconnection Decomposition for Hyperspectral LiDAR Waveforms Detected From Over 500 m
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021
作者:
Wang, Binhui
;
Song, Shalei
;
Shi, Shuo
;
Chen, Zhenwei
;
Li, Faquan
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/01/25
Laser radar
Lasers
Optical pulses
Hyperspectral imaging
Distance measurement
Optical scattering
Optical refraction
Full-waveform light detection and ranging (LiDAR)
hyperspectral LiDAR
ranging
spectral detection
waveform decomposition
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