Deep Active Learning for Civil Infrastructure Defect Detection and Classification
Author:
Affiliation:
1. Mitsubishi Electric Research Laboratories (MERL), 201 Broadway, Cambridge, MA 02139.
2. Univ. of California, Santa Barbara.
Publisher
American Society of Civil Engineers
Link
http://ascelibrary.org/doi/pdf/10.1061/9780784480823.036
Reference19 articles.
1. ASCE. (2013). "2013 Report Card for America's Infrastructure." Reston VA: American Society of Civil Engineers. Retrieved from http://ascelibrary.org/doi/abs/10.1061/9780784478837
2. Cement P. (2001). "Concrete slab surface defects: Causes prevention repair." Portland Cement Association.
3. Dai J. He K. and Sun J. (2016 June). "Instance-Aware Semantic Segmentation via Multi-Task Network Cascades." The IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
4. Freytag A. Rodner E. and Denzler J. (2014). "Selecting influential examples: Active learning with expected model output changes." European Conference on Computer Vision 562-- 577.
5. He K. Zhang X. Ren S. and Sun J. (2015). "Deep Residual Learning for Image Recognition." arXiv prepring arXiv:1506.01497.
Cited by 54 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. Categorization of Post-Earthquake Damages in RC Structural Elements with Deep Learning Approach;Journal of Earthquake Engineering;2024-01-19
2. An Automated Instance Segmentation Method for Crack Detection Integrated with CrackMover Data Augmentation;Sensors;2024-01-11
3. A multi-scale re-parameterization enhanced bilateral lightweight crack detection model for low-quality environments;Multimedia Tools and Applications;2023-12-01
4. Assessment of crack severity of asphalt pavements using deep learning algorithms and geospatial system;Construction and Building Materials;2023-10
5. Towards Workflows for the Use of AI Foundation Models in Visual Inspection Applications;ce/papers;2023-09
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