On-Road Vehicle Detection Algorithm Based on Mathematical Morphology

2020 ◽  
pp. 11-19
Author(s):  
Wei Chen ◽  
Zusheng Zhang ◽  
Xiaoling Wu ◽  
Jianguang Deng
Keyword(s):  
Mathematical Morphology ◽  
Vehicle Detection ◽  
Detection Algorithm ◽  
Road Vehicle

Realtime On-Road Vehicle Detection Approach Based on Cascaded Structure

2011 ◽  
Vol 130-134 ◽  
pp. 2429-2432
Author(s):  
Liang Xiu Zhang ◽  
Xu Yun Qiu ◽  
Zhu Lin Zhang ◽  
Yu Lin Wang
Keyword(s):  
Warning System ◽  
Vehicle Detection ◽  
Autonomous Driving ◽  
Detection Algorithm ◽  
Detection Accuracy ◽  
Driver Assistance ◽  
Road Vehicle ◽  
Collision Warning ◽  
Detection Approach ◽  
Transportation Applications

Realtime on-road vehicle detection is a key technology in many transportation applications, such as driver assistance, autonomous driving and active safety. A vehicle detection algorithm based on cascaded structure is introduced. Haar-like features are used to built model in this application, and GAB algorithm is chosen to train the strong classifiers. Then, the real-time on-road vehicle classifier based on cascaded structure is constructed by combining the strong classifiers. Experimental results show that the cascaded classifier is excellent in both detection accuracy and computational efficiency, which ensures its application to collision warning system.

scholarly journals Vehicle detection algorithm based on LW-SSD

2021 ◽  
Vol 1748 ◽  
pp. 032042
Author(s):  
Yunxiang Liu ◽  
Guoqing Zhang
Keyword(s):  
Vehicle Detection ◽  
Detection Algorithm

Exploring the Potential of Using Semantic Context and Common Sense in On-Road Vehicle Detection

2018 ◽  
Author(s):  
Zhixiong Nan ◽  
Menghan Pan ◽  
Xiao Wang ◽  
Ping Wei ◽  
Linhai Xu ◽  
...  
Keyword(s):  
Common Sense ◽  
Vehicle Detection ◽  
Semantic Context ◽  
Road Vehicle
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