A multi-resolution approach for infrared vision-based pedestrian detection

被引：0

作者：

Broggi, A ^{[1
]}

Fascioli, A ^{[1
]}

Carletti, M ^{[1
]}

Graf, T ^{[1
]}

Meinecke, M ^{[1
]}

机构：

[1] Univ Parma, Dipartimento Ingn Informaz, I-43100 Parma, Italy

来源：

2004 IEEE INTELLIGENT VEHICLES SYMPOSIUM | 2004年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents the improvements of a system for pedestrian detection in infrared images. The system is based on a multi-resolution localization of warm symmetrical objects with specific size and aspect ratio; the multi-resolution approach allows to detect both close and far pedestrians. A match against a set of 3D models encoding human shape's morphological and thermal characteristics is used as a validation process to remove false positives. No temporal correlation, nor motion cues are used for the processing that is based on the analysis of single frames only.

引用

页码：7 / 12

页数：6

共 50 条

[31] A Multi-resolution LOD Approach Based on the Viewpoint
Yu, Wang
Hua, Xu
2017 IEEE 2ND ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2017, : 983 - 986
[32] A Vision-Based Traffic Flow Detection Approach
Yin, Hongpeng
Zhang, Kun
Chai, Yi
PROCEEDINGS OF THE 2015 CHINESE INTELLIGENT SYSTEMS CONFERENCE, VOL 1, 2016, 359 : 143 - 152
[33] On vision-based lane departure detection approach
Mo, W
An, XJ
He, HG
2005 IEEE International Conference on Vehicular Electronics and Safety Proceedings, 2005, : 353 - 357
[34] A cooperative approach to vision-based vehicle detection
Bensrhair, A
Bertozzi, M
Broggi, A
Miché, P
Mousset, S
Toulminet, G
2001 IEEE INTELLIGENT TRANSPORTATION SYSTEMS - PROCEEDINGS, 2001, : 207 - 212
[35] A Pseudo-3D Vision-Based Dual Approach for Machine-Awareness in Indoor Environment Combining Multi-resolution Visual Information
Fraihat, Hossam
Madani, Kurosh
Sabourin, Christophe
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II, 2017, 10306 : 644 - 654
[36] Vision-based pedestrian detection -: Reliable pedestrian candidate detection by combining IPM and a 1D profile
Ma, Guanglin
Park, Su-Birm
Mueller-Schneiders, Stefan
Ioffe, Alexander
Kummert, Anton
2007 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE, VOLS 1 AND 2, 2007, : 27 - +
[37] Multi-resolution corner detection
Pedersini, F
Pozzoli, E
Sarti, A
Tubaro, S
2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2000, : 881 - 884
[38] Vision-based analysis of pedestrian traffic data
Kelly, Philip
O'Connor, Noel E.
2008 INTERNATIONAL WORKSHOP ON CONTENT-BASED MULTIMEDIA INDEXING, 2008, : 117 - 124
[39] Multi-resolution networks for ship detection in infrared remote sensing images
Zhou, Min
Jing, Minhao
Liu, Dunge
Xia, Zhenghuan
Zou, Zhengxia
Shi, Zhenwei
INFRARED PHYSICS & TECHNOLOGY, 2018, 92 : 183 - 189
[40] Vision-based pedestrian behavior analysis at intersections
Shirazi, Mohammad Shokrolah
Morris, Brendan Tran
JOURNAL OF ELECTRONIC IMAGING, 2016, 25 (05)

← 1 2 3 4 5 →