Quantifying the Effects of Ground Truth Annotation Quality on Object Detection and Instance Segmentation Performance
Author:
Affiliation:
1. Department of Electronic and Computer Engineering, Data-Driven Computer Engineering (D2iCE) Group, University of Limerick, Limerick, Ireland
2. CONFIRM Centre for Smart Manufacturing, University of Limerick, Limerick, Ireland
Funder
Science Foundation Ireland
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/6287639/10005208/10068201.pdf?arnumber=10068201
Reference47 articles.
1. Near-Field Perception for Low-Speed Vehicle Automation Using Surround-View Fisheye Cameras
2. OverFeat: Integrated recognition, localization and detection using convolutional networks;sermanet;arXiv 1312 6229,2013
3. Traffic Sign Detection via Improved Sparse R-CNN for Autonomous Vehicles
4. Overhead imagery research data set — an annotated data library & tools to aid in the development of computer vision algorithms
5. Computer vision for sports: Current applications and research topics
Cited by 3 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. The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review;npj Digital Medicine;2024-08-03
2. Real-time canola damage detection: An end-to-end framework with semi-automatic crusher and lightweight ShuffleNetV2_YOLOv5s;Smart Agricultural Technology;2024-03
3. Impact of the ground truth quality for handwriting recognition;Proceedings of the 12th International Symposium on Information and Communication Technology;2023-12-07
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