INTERNATIONAL CONFERENCE ON ADVANCED WIRELESS INFORMATION AND COMMUNICATION TECHNOLOGIES (AWICT 2015)
|
2015年
/
73卷
关键词:
Augmented Reality;
Region Of Interest;
Driving-Safety;
Head-up Display;
Camera Calibration;
Traffic Information;
OpenCV;
D O I:
10.1016/j.procs.2015.12.024
中图分类号:
TN [电子技术、通信技术];
学科分类号:
0809 ;
摘要:
In order to improve driving safety and minimize driving workload, the information provided should be represented in such a way that it is more easily understood and imposing less cognitive load onto the driver. Augmented Reality Head-up Display (AR-HUD) can facilitate a new form of dialogue between the vehicle and the driver; and enhance intelligent transportation systems by superimposing surrounding traffic information on the users view and keep drivers view on roads. In this paper, we investigated the potential costs and benefits of using AR cues to improve driving safety as new form of dialog between the vehicle and the driver. We present a new approach for marker-less AR Traffics Signs Recognition system that superimposes augmented virtual objects onto a real scene under all types of driving situations, including unfavorable weather conditions. Our method uses two steps: hypothesis generation and hypothesis verification. In the first step, Region Of Interest (ROI) is extracted using a scanning window with Haar cascade detector and AdaBoost classifier to reduce the computational region in the hypothesis generation step. The second step verifies whether a given candidate and classified into vehicle and non-vehicle classes using edge information and symmetry measurement to verify them. We employ this approach to improve the accuracy of AR traffic information system to assist the driver in various driving situations, increase the driving comfort and reduce traffic accidents. (C) 2015 The Authors. Published by Elsevier B.V.
机构:
Chongqing Univ, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Chongqing Univ, Coll Automot Engn, Chongqing 400044, Peoples R ChinaChongqing Univ, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Hu, Jianjun
Jiang, Xingyue
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Coll Automot Engn, Chongqing 400044, Peoples R ChinaChongqing Univ, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Jiang, Xingyue
Jia, Meixia
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Coll Automot Engn, Chongqing 400044, Peoples R ChinaChongqing Univ, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China
Jia, Meixia
Zheng, Yong
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Coll Automot Engn, Chongqing 400044, Peoples R ChinaChongqing Univ, State Key Lab Mech Transmiss, Chongqing 400044, Peoples R China