{"title":"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","authors":"B. Patel, Aakanksha Sharaff","doi":"10.1109/SPIN48934.2020.9071358","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":126759,"journal":{"name":"2020 7th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"1 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Feature Fusion based Growth Analysis of Chhattisgarh Rice Plants using Machine Learning Technique\",\"authors\":\"B. Patel, Aakanksha Sharaff\",\"doi\":\"10.1109/SPIN48934.2020.9071358\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":126759,\"journal\":{\"name\":\"2020 7th International Conference on Signal Processing and Integrated Networks (SPIN)\",\"volume\":\"1 2\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 7th International Conference on Signal Processing and Integrated Networks (SPIN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SPIN48934.2020.9071358\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 7th International Conference on Signal Processing and Integrated Networks (SPIN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPIN48934.2020.9071358","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.