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CAS IR Grid
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西安光学精密机械研究... [3]
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Classification of Benign–Malignant Thyroid Nodules Based on Hyperspectral Technology
期刊论文
OAI收割
Sensors, 2024, 卷号: 24, 期号: 10
作者:
Wang, Junjie
;
Du, Jian
;
Tao, Chenglong
;
Qi, Meijie
;
Yan, Jiayue
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/09/13
hyperspectral image
thyroid nodules
classification
spectral characteristics
A Deep-Learning Based System for Rapid Genus Identification of Pathogens under Hyperspectral Microscopic Images
期刊论文
OAI收割
CELLS, 2022, 卷号: 11, 期号: 14
作者:
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2022/08/31
infectious pathogens
hyperspectral microscopy
bacteria identification
artificial intelligence
imaging
genus
spectral characteristics
Hyperspectral image classification based on optimized convolutional neural networks with 3D stacked blocks
期刊论文
OAI收割
EARTH SCIENCE INFORMATICS, 2022, 页码: 13
作者:
Zhang, Xiaoxia
;
Guo, Yong
;
Zhang, Xia
  |  
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/08/22
Convolutional neural network
3D convolution
Hyperspectral image classification
Stacked blocks
Attention mechanism
Spectral-spatial characteristics
WEIGHTED SPARSITY CONSTRAINT TENSOR FACTORIZATION FOR HYPERSPECTRAL UNMIXING
会议论文
OAI收割
Brussels, Belgium, 2021-07-12
作者:
Yuan, Yuan
;
Dong, Le
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/04/11
Hyperspectral unmixing
tensor factorization
total variation
sparse characteristics
Evaluation of growth characteristics of Aspergillus parasiticus inoculated in different culture media by shortwave infrared (SWIR) hyperspectral imaging
期刊论文
OAI收割
JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES, 2018, 卷号: 11, 期号: 5, 页码: 1850031
作者:
Chu, Xuan
;
Wang, Wei
;
Ni, Xinzhi
;
Zheng, Haitao
;
Zhao, Xin
  |  
收藏
  |  
浏览/下载:102/0
  |  
提交时间:2019/09/24
Aspergillus parasiticus
growth characteristics
characteristic wavelengths
shortwave infrared (SWIR) hyperspectral imaging
Estimating Canopy Characteristics of Inner Mongolia's Grasslands from Field Spectrometry
期刊论文
OAI收割
REMOTE SENSING, 2014, 卷号: 6, 期号: 3, 页码: 2239-2254
作者:
Zhang, Feng
;
John, Ranjeet
;
Zhou, Guangsheng
;
Shao, Changliang
;
Chen, Jiquan
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/03/30
reflectance spectra
vegetation biophysical characteristics
hyperspectral field spectroscopy
vegetation indices
continuum removal spectra
An improved hyperspectral classification algorithm based on back-propagation neural networks (EI CONFERENCE)
会议论文
OAI收割
2012 2nd International Conference on Remote Sensing, Environment and Transportation Engineering, RSETE 2012, June 1, 2012 - June 3, 2012, Nanjing, China
作者:
Yu P.
;
Yu P.
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2013/03/25
In this paper
a new method is proposed to improve the classification performance of hyperspectral images by combining the principal component analysis (PCA)
genetic algorithm (GA)
and artificial neural networks (ANNs). First
some characteristics of the hyperspectral remotely sensed data
such as high correlation
high redundancy
etc.
are investigated. Based on the above analysis
we propose to use the principal component analysis to capture the main information existing in the hyperspectral images and reduce its dimensionality consequently. Next
we use neural networks to classify the reduced hyperspectral data. Since the back-propagation neural network we used is easy to suffer from the local minimum problem
we adopt a genetic algorithm to optimize the BP network's weights and the threshold. Experimental results show that the classification accuracy is improved and the time of calculation is reduced as well. 2012 IEEE.
Hyperspectral Characteristics of Spring Maize from Jointing to Silking Stage under Drought Stress
期刊论文
OAI收割
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2012, 卷号: 32, 期号: 12, 页码: 3358-3362
作者:
Wang Hongbo
;
Feng Rui
;
Ji Ruipeng
;
Wu Jinwen
;
Yu Wenying
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/02/02
Drought stress
Spring maize
Jointing stage
Silking stage
Hyperspectral characteristics
Hyperspectral remote sensing monitoring of grassland degradation
期刊论文
iSwitch采集
Spectroscopy and spectral analysis, 2010, 卷号: 30, 期号: 10, 页码: 2734-2738
作者:
Wang Huan-jiong
;
Fan Wen-jie
;
Cui Yao-kui
;
Zhou Lei
;
Yan Bin-yan
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2019/05/10
Hyperspectral
Grassland degradation
Spectral characteristics
Mixed spectra unmixing
Hyperspectral Remote Sensing Monitoring of Grassland Degradation
SCI/SSCI论文
OAI收割
2010
Wang H. J.
;
Fan W. J.
;
Cui Y. K.
;
Zhou L.
;
Yan B. Y.
;
Wu D. H.
;
Xu X. R.
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2012/06/08
Hyperspectral
Grassland degradation
Spectral characteristics
Mixed
spectra unmixing
vegetation
xilinhot
china