武汉理工大学学报(交通科学与工程版)
武漢理工大學學報(交通科學與工程版)
무한리공대학학보(교통과학여공정판)
JOURNAL OF WUHAN UNIVERSITY OF TECHNOLOGY(TRANSPORTATION SCIENCE & ENGINEERING)
2015年
4期
702-706
,共5页
吕能超%旷权%程启超%王自丰%郭彦刚
呂能超%曠權%程啟超%王自豐%郭彥剛
려능초%광권%정계초%왕자봉%곽언강
车路协同%行人防碰撞系统%数据融合%构造点渠化%机器视觉
車路協同%行人防踫撞繫統%數據融閤%構造點渠化%機器視覺
차로협동%행인방팽당계통%수거융합%구조점거화%궤기시각
CVIS%pedestrian anti-collision system%data fusion%sttructure point canalization%machine visio n
为了提高行人防碰撞系统的预警效果,提出在车路协同环境下结合机器视觉开展行人防碰撞。车载和路侧模块分别采用机器视觉算法检测行人,采用道路构造点渠化法来快速获取局部道路地图,通过多源融合实现同质传感器条件下行人数据的融合处理,并搭建实物实验平台,基于C++开发了行人防碰撞系统并进行了行人检测及预警实地实验。结果表明,系统可以检测到多个行人,并在车载端进行数据融合识别碰撞风险,并做出及时预警。
為瞭提高行人防踫撞繫統的預警效果,提齣在車路協同環境下結閤機器視覺開展行人防踫撞。車載和路側模塊分彆採用機器視覺算法檢測行人,採用道路構造點渠化法來快速穫取跼部道路地圖,通過多源融閤實現同質傳感器條件下行人數據的融閤處理,併搭建實物實驗平檯,基于C++開髮瞭行人防踫撞繫統併進行瞭行人檢測及預警實地實驗。結果錶明,繫統可以檢測到多箇行人,併在車載耑進行數據融閤識彆踫撞風險,併做齣及時預警。
위료제고행인방팽당계통적예경효과,제출재차로협동배경하결합궤기시각개전행인방팽당。차재화로측모괴분별채용궤기시각산법검측행인,채용도로구조점거화법래쾌속획취국부도로지도,통과다원융합실현동질전감기조건하행인수거적융합처리,병탑건실물실험평태,기우C++개발료행인방팽당계통병진행료행인검측급예경실지실험。결과표명,계통가이검측도다개행인,병재차재단진행수거융합식별팽당풍험,병주출급시예경。
In order to improve warning effects of pedestrian anti‐collision system ,pedestrian anti‐colli‐sion based on the Cooperative Vehicle Infrastructure System (CVIS ) and machine vision was pro‐posed .Pedestrian is detected based on the machine vision of vehicle module and road‐side module . Combining with geometrical transformation and coordinate transformation ,the coordinate of pedestri‐an relative to vehicle is gotten .T he fusion processing of pedestrian data is realized through fusion of multiple locations and multiple methods on the environment of same characters multi‐sensor .And u‐sing road structure point canalization method ,a local road map is gotten quickly .The physical test platform was established ,and pedestrian anti‐collision system based on the VC+ + were developed . Experiment result indicates that ,the system can detect multiple pedestrians and record their motion parameters ,then make timely warning aiming at dangerous pedestrian .