基于机器学习技术特征融合的恰蒂斯加尔邦水稻生长分析

B. Patel, Aakanksha Sharaff
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引用次数: 4

摘要

机器学习在许多研究领域起着至关重要的作用。它也被用于农业领域的数据分析。本文提出了一种基于特征融合的机器学习方法来检测恰蒂斯加尔邦种植的水稻作物面积。恰蒂斯加尔邦是印度的一个邦,被称为“饭碗”,主要被选为进行实验的地方。本文的工作将有助于利用k-means聚类检测基于颜色的区域来分析水稻作物生长。并与其他最先进的分割技术进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Feature Fusion based Growth Analysis of Chhattisgarh Rice Plants using Machine Learning Technique
Machine learning plays a vital role in many research areas. It has also been used in agriculture field to analyze the data. This paper proposed a feature fusion based machine learning approach to detect the crop area of rice plants grown in Chhattisgarh. Chhattisgarh is a state in India known as "Bowl of Rice" and is primarily chosen for performing the experiments. The proposed work will helpful in analyzing the rice crop growth by using k-means clustering to detect the color based area. The work is compared with other state-of-art segmentation techniques.
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