基于红外立体视觉的行人检测

M. Bertozzi, A. Broggi, A. Lasagni, M. Rose
{"title":"基于红外立体视觉的行人检测","authors":"M. Bertozzi, A. Broggi, A. Lasagni, M. Rose","doi":"10.1109/IVS.2005.1505072","DOIUrl":null,"url":null,"abstract":"This paper describes an approach for pedestrian detection in stereo infrared images. The developed system has been implemented on an experimental vehicle equipped with two infrared cameras and preliminarily tested in different situations. It is based on the localization and distance estimation of warm areas in the scene; the algorithm groups areas with similar position and considers only results with specific size and aspect ratio. A final validation process, based on the head shape's morphological and thermal characteristics, is used to build the list of potential pedestrian appearing in the scene. Neither temporal correlation, nor motion cues are used in this processing.","PeriodicalId":386189,"journal":{"name":"IEEE Proceedings. Intelligent Vehicles Symposium, 2005.","volume":"65 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"80","resultStr":"{\"title\":\"Infrared stereo vision-based pedestrian detection\",\"authors\":\"M. Bertozzi, A. Broggi, A. Lasagni, M. Rose\",\"doi\":\"10.1109/IVS.2005.1505072\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper describes an approach for pedestrian detection in stereo infrared images. The developed system has been implemented on an experimental vehicle equipped with two infrared cameras and preliminarily tested in different situations. It is based on the localization and distance estimation of warm areas in the scene; the algorithm groups areas with similar position and considers only results with specific size and aspect ratio. A final validation process, based on the head shape's morphological and thermal characteristics, is used to build the list of potential pedestrian appearing in the scene. Neither temporal correlation, nor motion cues are used in this processing.\",\"PeriodicalId\":386189,\"journal\":{\"name\":\"IEEE Proceedings. Intelligent Vehicles Symposium, 2005.\",\"volume\":\"65 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2005-06-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"80\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Proceedings. Intelligent Vehicles Symposium, 2005.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IVS.2005.1505072\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Proceedings. Intelligent Vehicles Symposium, 2005.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IVS.2005.1505072","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 80

摘要

本文介绍了一种立体红外图像中行人检测的方法。该系统已在一辆装有两台红外摄像机的实验车上实施,并在不同情况下进行了初步测试。它基于场景中温暖区域的定位和距离估计;该算法对位置相似的区域进行分组,只考虑具有特定大小和纵横比的结果。最后的验证过程,基于头部形状的形态学和热特性,用于构建场景中出现的潜在行人列表。在这个过程中既不使用时间相关,也不使用运动线索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Infrared stereo vision-based pedestrian detection
This paper describes an approach for pedestrian detection in stereo infrared images. The developed system has been implemented on an experimental vehicle equipped with two infrared cameras and preliminarily tested in different situations. It is based on the localization and distance estimation of warm areas in the scene; the algorithm groups areas with similar position and considers only results with specific size and aspect ratio. A final validation process, based on the head shape's morphological and thermal characteristics, is used to build the list of potential pedestrian appearing in the scene. Neither temporal correlation, nor motion cues are used in this processing.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
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×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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