Crowdsourcing-based application to solve the problem of insufficient training data in deep learning-based classification of satellite images
Author:
Affiliation:
1. Department of Geomatics Engineering, Artvin Coruh University, Artvin, Turkey
2. Department of Real Estate Development, Ankara University, Ankara, Turkey
Funder
TUBITAK
Publisher
Informa UK Limited
Subject
Water Science and Technology,Geography, Planning and Development
Link
https://www.tandfonline.com/doi/pdf/10.1080/10106049.2021.1917006
Reference36 articles.
1. Deep Learning for Automated Brain Tumor Segmentation in MRI Images
2. Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]
3. Collective Sensing: Integrating Geospatial Technologies to Understand Urban Systems—An Overview
4. Crowdsourcing urban sustainability. Data, people and technologies in participatory governance
Cited by 6 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. Analysing the use of OpenAerialMap images for OpenStreetMap edits;Geo-spatial Information Science;2024-05
2. A Citizen-Sensing System for Measuring Urban Environmental Quality: A Case Study Carried out in Taiwan;Applied Sciences;2022-12-11
3. Global and Local Assessment of Image Classification Quality on an Overall and Per-Class Basis without Ground Reference Data;Remote Sensing;2022-10-27
4. Optical Remote Sensing Image Understanding With Weak Supervision: Concepts, methods, and perspectives;IEEE Geoscience and Remote Sensing Magazine;2022-06
5. A Collaborative Training Using Crowdsourcing and Neural Networks on Small and Difficult Image Classification Datasets;SN Computer Science;2022-03
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