The Treasure Beneath Multiple Annotations: An Uncertainty-Aware Edge Detector

Author:

Zhou Caixia1,Huang Yaping1,Pu Mengyang2,Guan Qingji1,Huang Li1,Ling Haibin3

Affiliation:

1. Beijing Jiaotong University,Beijing Key Laboratory of Traffic Data Analysis and Mining,China

2. School of Control and Computer Engineering, North China Electric Power University,China

3. Stony Brook University,Department of Computer Science,USA

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference67 articles.

1. Dropout as a bayesian approximation: Representing model uncertainty in deep learning;gal;International Conference on Machine Learning,0

2. Discriminatively trained sparse code gradients for contour detection;xiaofeng;Adv Neural Inform Process Syst,2012

3. The Pascal Visual Object Classes (VOC) Challenge

4. Rbue: A relu-based uncertainty estimation method of deep neural networks;xia;ArXiv Preprint,2021

5. Oriented edge forests for boundary detection

Cited by 2 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 XYW parallel pathway edge detection network;Expert Systems with Applications;2024-03

2. PiDiNeXt: An Efficient Edge Detector Based on Parallel Pixel Difference Networks;Pattern Recognition and Computer Vision;2023-12-25

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