Multi-version approach to improve the reliability of processing data of the earth remote sensing in the real-time

Author:

Saramud Mikhail V.,Kovalev Igor V.,Losev Vasiliy V.,Petrosyan Mariam O.,Kovalev Dmitriy I.

Abstract

The article describes the use of a multi-version approach to improve the accuracy of the classification of images when solving the problem of image analysis for Earth remote sensing. The implementation of this approach makes it possible to reduce the classification error and, consequently, to increase the reliability of processing remote sensing data. A practical study was carried out in a multi-version real-time execution environment, which makes it possible to organize image processing on board of an unmanned vehicle. The results confirm the effectiveness of the proposed approach.

Publisher

EDP Sciences

Reference6 articles.

1. Korobko A.V., Penkova T.G., Nicheporchuk V.V., Mihalev A.S. The integral OLAPmodel of the emergency risk estimation in the case of Krasnoyarsk region // 2013 36th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), pp. 1161-1166 (2013)

2. Zou Quan, Li Guoqing, Yu Wenyang An integrated disaster rapid cloud service platform using remote sensing data // 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 5221-5224 (2017)

3. Ren Yuhuan, Liu Yalan Geological disaster detection from remote sensing image based on experts’ knowledge and image features // 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 677-680 (2016)

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Bio-inspired information technology for multi-version design of highly reliable software systems;IOP Conference Series: Materials Science and Engineering;2020-09-01

2. Modern unmanned aerial technologies for the development of agribusiness and precision farming;IOP Conference Series: Earth and Environmental Science;2020-08-01

3. Analysis of RTOS for hardware and software support of environmental monitoring technologies;IOP Conference Series: Earth and Environmental Science;2020-08-01

4. The research of multiversion methods for improving the fault tolerance of software systems for monitoring the parameters of technological processes;IOP Conference Series: Earth and Environmental Science;2020-08-01

5. On the problem of increasing the efficiency of UAVs technologies in agrarian business;IOP Conference Series: Earth and Environmental Science;2020-01-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3