A Genetic-Programming-Based Method for Hyperspectral Data Information Extraction: Agricultural Applications

Chion C.; Landry J.-A.; Da Costa L.

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A Genetic-Programming-Based Method for Hyperspectral Data Information Extraction: Agricultural Applications

机译：基于遗传程序的高光谱数据信息提取方法：农业应用

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A new method, called genetic programming-spectral vegetation index (GP-SVI), for the extraction of information from hyperspectral data is presented. This method is introduced in the context of precision farming. GP-SVI derives a regression model describin

机译：提出了一种新的方法，称为遗传规划-光谱植被指数（GP-SVI），用于从高光谱数据中提取信息。该方法是在精准农业的背景下引入的。 GP-SVI得出回归模型describin

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《IEEE Transactions on Geoscience and Remote Sensing.》 |2008年第8期|p.2446-2457|共12页
作者
Chion C.; Landry J.-A.; Da Costa L.;
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正文语种 eng
中图分类电工技术;
关键词
Compact Airborne Spectrographic Imager (CASI) sensor; crop nitrogen; feature selection; genetic programming (GP); hyperspectral remote sensing; precision farming; site-specific management; spectral vegetation indices (SVIs);

机译：紧凑型机载光谱成像（CASI）传感器;作物氮;特征选择;遗传编程（GP）;高光谱遥感;精确农业;特定地点管理;光谱植被指数（SVI）;

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专利

1. Comparison between several feature extraction/classification methods for mapping complicated agricultural land use patches using airborne hyperspectral data [J] . S. LU, K. OKI, Y. SHIMIZU, International journal of remote sensing . 2007,第5a6期

机译：利用机载高光谱数据绘制复杂农业土地利用斑块的几种特征提取/分类方法的比较
2. HYPERSPECTRAL IMAGE DATA MINING FOR BAND SELECTION IN AGRICULTURAL APPLICATIONS [J] . Transactions of the ASABE . 2004,第3期

机译：高光谱图像数据挖掘在农业应用中的波段选择
3. HYPERSPECTRAL IMAGE DATA MINING FOR BAND SELECTION IN AGRICULTURAL APPLICATIONS [J] . S. G. Bajwa, P. Bajcsy, P. Groves, Transactions of the ASABE . 2004,第3期

机译：高光谱图像数据挖掘在农业应用中的波段选择
4. DISCUSSION ON THE REQUIREMENTS OF VNIR HYPERSPECTRAL DATA FOR AGRICULTURAL APPLICATIONS ACCORDING TO PHI DATA AND CSAM MODEL [C] . Yongchao ZHAO, Qingxi TONG, Lanfen ZHENG, International conferences on info-tech and info-net;ICII 2001-Beijing . 2001

机译：根据PHI数据和CSAM模型讨论农业应用的VNIR高光谱数据要求的讨论。
5. Analytical methods for the extraction of content from high resolution 3D data sets: Epigraphical applications to the Drakon Stele. [D] . Sullivan, Stephanie Marie. 2011

机译：从高分辨率3D数据集中提取内容的分析方法：在Drakon Stele的碑文应用。
6. Application of Convolutional Neural Network-Based Feature Extraction and Data Fusion for Geographical Origin Identification of Radix Astragali by Visible/Short-Wave Near-Infrared and Near Infrared Hyperspectral Imaging [O] . Qinlin Xiao, Xiulin Bai, Pan Gao, 2020

机译：基于神经网络的应用基于神经网络的特征提取和数据融合来通过可见/短波近红外线和近红外高光谱成像进行地理原产地对地域原产地识别
7. Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry [O] . Telmo Adão, Jonáš Hruška, Luís Pádua, 2017

机译：高光谱成像：基于无人机的传感器，数据处理和农林应用综述

A Genetic-Programming-Based Method for Hyperspectral Data Information Extraction: Agricultural Applications

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