Feature extraction algorithm for estimation of agriculture acreage from remote sensing images

机译：利用遥感影像估算农业面积的特征提取算法

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Feature plays a vital role in classification task. In this context, feature selection and feature extraction is an essential module for the classification of any kind of data, namely textual database, image database consisting of simple images or complex images like remote sensing images collected through satellites. Use of particular features is domain and problem specific. For instance, very specific features different from others might be needed for classifying agricultural areas or crops within agricultural fields. Identification of such specific features pertaining to satellite images exhibiting its agriculture coverage is a challenging problem. Therefore features related to satellite images are studied and different methods or techniques used for optimal feature selection have also been studied and analyzed.

机译：功能在分类任务中起着至关重要的作用。在这种情况下，特征选择和特征提取是用于对任何类型的数据进行分类的基本模块，即文本数据库，由简单图像或复杂图像（例如通过卫星收集的遥感图像）组成的图像数据库。特定功能的使用取决于具体领域和问题。例如，可能需要与其他特征非常不同的非常特殊的特征来对农业区域或农田中的农作物进行分类。识别与展现其农业覆盖面的卫星图像有关的此类特定特征是一个具有挑战性的问题。因此，研究了与卫星图像有关的特征，并且还研究和分析了用于最佳特征选择的不同方法或技术。

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来源
《2016 World Conference on Futuristic Trends in Research and Innovation for Social Welfare》|2016年|1-5|共5页
会议地点 Coimbatore(IN)
作者
Pooja G. Mate; Kavita R. Singh; Anand Khobragade;
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作者单位

Dept. of Computer Technology, YCCE, Nagpur, Maharashtra;

Dept. of Computer Technology, YCCE, Nagpur Maharashtra;

Dept. of Planning Gov. of Maharashtra, MRSAC, Nagpur Maharashtra;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Decision support systems; Feature extraction; Hafnium; Remote sensing; Image classification; Support vector machines; Estimation;

机译：决策支持系统;特征提取; nium;遥感;图像分类;支持向量机;估计;

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专利

1. Extraction of Linear Objects and Features from Remote Sensing Image (RSI) Using Edge Detection Algorithms [J] . S. Murugan, C. Jothi Venkateswaran, N. Radhakrishnan Indian Journal of Education and Information Management . 2012,第5期

机译：使用边缘检测算法从遥感图像（RSI）中提取线性对象和特征
2. Feature Extraction of Remote Sensing Images Based on Bat Algorithm and Normalized Chromatic Aberration [J] . Yi Cao, Yuting Xun, Yu Han, IFAC PapersOnLine . 2019,第24期

机译：基于Bat算法和归一化色差的遥感图像特征提取。
3. Feature Extraction of Remote Sensing Images Based on Bat Algorithm and Normalized Chromatic Aberration [J] . Yi Cao, Yuting Xun, Yu Han, IFAC PapersOnLine . 2019,第24期

机译：基于Bat算法和归一化色差的遥感图像特征提取。
4. Feature extraction algorithm for estimation of agriculture acreage from remote sensing images [C] . Pooja G. Mate, Kavita R. Singh, Anand Khobragade World Conference on Futuristic Trends in Research and Innovation for Social Welfare . 2016

机译：从遥感图像估计农业面积的特征提取算法
5. Knowledge-based feature extraction and spectral image enhancement from remotely sensed images. [D] . Sun, Weihua. 2013

机译：从遥感图像中基于知识的特征提取和光谱图像增强。
6. Feature Selection for Object-Based Classification of High-Resolution Remote Sensing Images Based on the Combination of a Genetic Algorithm and Tabu Search [O] . Lei Shi, Youchuan Wan, Xianjun Gao, 2018

机译：遗传算法与禁忌搜索相结合的高分辨率遥感影像基于对象分类的特征选择
7. An Endmember Extraction Method Based on Artificial Bee Colony Algorithms for Hyperspectral Remote Sensing Images [O] . Xu Sun, Lina Yang, Bing Zhang, 2015

机译：基于人工蜂群算法的高光谱遥感图像端元提取方法

Feature extraction algorithm for estimation of agriculture acreage from remote sensing images

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