Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference最新文献

筛选
英文 中文
Road Weather Condition Estimation Using Fixed and Mobile Based Cameras. 使用固定和移动摄像头估算道路天气状况。
Koray Ozcan, Anuj Sharma, Skylar Knickerbocker, Jennifer Merickel, Neal Hawkins, Matthew Rizzo
{"title":"Road Weather Condition Estimation Using Fixed and Mobile Based Cameras.","authors":"Koray Ozcan,&nbsp;Anuj Sharma,&nbsp;Skylar Knickerbocker,&nbsp;Jennifer Merickel,&nbsp;Neal Hawkins,&nbsp;Matthew Rizzo","doi":"10.1007/978-3-030-17795-9_14","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_14","url":null,"abstract":"<p><p>Automated interpretation and understanding of the driving environment using image processing is a challenging task, as most current vision-based systems are not designed to work in dynamically-changing and naturalistic real-world settings. For instance, road weather condition classification using a camera is a challenge due to high variance in weather, road layout, and illumination conditions. Most transportation agencies, within the U.S., have deployed some cameras for operational awareness. Given that weather related crashes constitute 22% of all vehicle crashes and 16% of crash fatalities, this study proposes using these same cameras as a source for estimating roadway surface condition. The developed model is focused on three road surface conditions resulting from weather including: Clear (clear/dry), Rainy-Wet (rainy/slushy/wet), and Snow (snow-covered/partially snow-covered). The camera sources evaluated are both fixed Closed-circuit Television (CCTV) and mobile (snow plow dash-cam). The results are promising; with an achieved 98.57% and 77.32% road weather classification accuracy for CCTV and mobile cameras, respectively. Proposed classification method is suitable for autonomous selection of snow plow routes and verification of extreme road conditions on roadways.</p>","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/978-3-030-17795-9_14","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9526616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Historical Document Image Binarization Based on Edge Contrast Information 基于边缘对比度信息的历史文档图像二值化
Zhenjiang Li, Weilan Wang, Zhengqi Cai
{"title":"Historical Document Image Binarization Based on Edge Contrast Information","authors":"Zhenjiang Li, Weilan Wang, Zhengqi Cai","doi":"10.1007/978-3-030-17795-9_44","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_44","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74464598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Towards Resolving the Kidnapped Robot Problem: Topological Localization from Crowdsourcing and Georeferenced Images 解决绑架机器人问题:基于众包和地理参考图像的拓扑定位
S. Diamantas
{"title":"Towards Resolving the Kidnapped Robot Problem: Topological Localization from Crowdsourcing and Georeferenced Images","authors":"S. Diamantas","doi":"10.1007/978-3-030-17795-9_40","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_40","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84226170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
MAP Interpolation of an Ising Image Block Ising图像块的MAP插值
M. Reyes, D. Neuhoff, T. Pappas
{"title":"MAP Interpolation of an Ising Image Block","authors":"M. Reyes, D. Neuhoff, T. Pappas","doi":"10.1007/978-3-030-17795-9_17","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_17","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87630317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Vertebral Body Compression Fracture Detection 椎体压缩性骨折检测
Ahmet Ilhan, Şerife Kaba, E. Kneebone
{"title":"Vertebral Body Compression Fracture Detection","authors":"Ahmet Ilhan, Şerife Kaba, E. Kneebone","doi":"10.1007/978-3-030-17795-9_26","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_26","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86387020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Effect of Color Channel Representations on the Transferability of Convolutional Neural Networks 颜色通道表征对卷积神经网络可传递性的影响
Javier Díaz-cely, Carlos A. Arce-Lopera, J. Mena, Lina Marcela Quintero
{"title":"The Effect of Color Channel Representations on the Transferability of Convolutional Neural Networks","authors":"Javier Díaz-cely, Carlos A. Arce-Lopera, J. Mena, Lina Marcela Quintero","doi":"10.1007/978-3-030-17795-9_3","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_3","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81953957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 15
Evaluating the Implementation of Deep Learning in LibreHealth Radiology on Chest X-Rays 评估深度学习在LibreHealth放射学胸部x光片上的实施
S. Purkayastha, Surendra Babu Buddi, Siddhartha Nuthakki, B. Yadav, J. Gichoya
{"title":"Evaluating the Implementation of Deep Learning in LibreHealth Radiology on Chest X-Rays","authors":"S. Purkayastha, Surendra Babu Buddi, Siddhartha Nuthakki, B. Yadav, J. Gichoya","doi":"10.1007/978-3-030-17795-9_47","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_47","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74223960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Researcher Profile Ontology for Academic Environment 面向学术环境的研究者简介本体
Maricela Claudia Bravo, J. Reyes-Ortíz, Isabel Cruz-Ruiz
{"title":"Researcher Profile Ontology for Academic Environment","authors":"Maricela Claudia Bravo, J. Reyes-Ortíz, Isabel Cruz-Ruiz","doi":"10.1007/978-3-030-17795-9_60","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_60","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86321529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Quantitative Comparison of White Matter Segmentation for Brain MR Images 脑MR图像白质分割的定量比较
Xianping Li, J. Martínez
{"title":"Quantitative Comparison of White Matter Segmentation for Brain MR Images","authors":"Xianping Li, J. Martínez","doi":"10.1007/978-3-030-17795-9_46","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_46","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87490231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transfer Probability Prediction for Traffic Flow with Bike Sharing Data: A Deep Learning Approach 基于共享单车数据的交通流转移概率预测:一种深度学习方法
Wenwen Tu, Heng Liu
{"title":"Transfer Probability Prediction for Traffic Flow with Bike Sharing Data: A Deep Learning Approach","authors":"Wenwen Tu, Heng Liu","doi":"10.1007/978-3-030-17795-9_6","DOIUrl":"https://doi.org/10.1007/978-3-030-17795-9_6","url":null,"abstract":"","PeriodicalId":72090,"journal":{"name":"Advances in computer vision : proceedings of the 2019 Computer Vision Conference (CVC). Volume 1. Computer Vision Conference","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2019-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77069228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信