A Method of Location the Vehicle windshield Region for Vehicle Occupant Detection System

摘要：

　　This paper investigates a maximum energy method to extract the windshield regions from the vehicles,proposed method combines the information of color (gray-scale),shape and complexity for location the vehicle windshield region,which can be applied vehicle occupant detection and recognition system successfully.Firstly,the mean-shift segmentation method is adopted to divide the vehicle image into several segments,and Hough transform method is adopted to extract the shape lines from edges of vehicle,these shape lines compose several trapezoids as candidate regions.Then,the maximum energy method is proposed to select final windshield region from the candidate regions.Finally,Histograms of Oriented Gradients (HOG) descriptors based method is adopted to detect the occupants in the extracted windshield regions.

关键词： vehicle windshield detection vehicle occupant detection mean-shift segmentation Hough transform maximum energy method

作者: Xue Yuan Yifei Meng Xueye Wei

作者单位: School of Electronic and Information Engineering, Beijing Jiaotong University,No.3 Shang Yuan Cun, Hai Dian District Beijing, China

会议类型: 国际会议

会议名称: 2012 IEEE 11th International Conference on Signal Processing (第11届IEEE信号处理国际会议)

会议地点: 北京

会议语种:英文

页码: 712-715

在线出版日期: 2012-10-21（万方平台首次上网日期，不代表论文的发表时间）