工程设计学报
工程設計學報
공정설계학보
JOURNAL OF ENGINEERING DESIGN
2014年
5期
499-504
,共6页
欧阳维力%宋晓琳%张伟伟
歐暘維力%宋曉琳%張偉偉
구양유력%송효림%장위위
自适应阈值分割%边缘提取%圆形检测%交通标志检测
自適應閾值分割%邊緣提取%圓形檢測%交通標誌檢測
자괄응역치분할%변연제취%원형검측%교통표지검측
adaptive threshold segmentation%edge detection%circle detection%traffic sign detection
交通标志检测是影响交通标志识别速度和正确率的重要因素。采用一种 HSI自适应阈值粗分割方法获取场景图像的红色二值图,克服固定阈值分割算法受光照等外界因素影响较大的缺点。然后进行连通区域标记,排除了部分非禁令标志红色区域,并对多个相连禁令标志作有效分割,提取出禁令标志的候选区域。最后,通过分析候选区域外边缘的圆形相似度参数,确定了禁令标志区域。复杂道路环境下的场景实验表明:本方法具有较高的鲁棒性。
交通標誌檢測是影響交通標誌識彆速度和正確率的重要因素。採用一種 HSI自適應閾值粗分割方法穫取場景圖像的紅色二值圖,剋服固定閾值分割算法受光照等外界因素影響較大的缺點。然後進行連通區域標記,排除瞭部分非禁令標誌紅色區域,併對多箇相連禁令標誌作有效分割,提取齣禁令標誌的候選區域。最後,通過分析候選區域外邊緣的圓形相似度參數,確定瞭禁令標誌區域。複雜道路環境下的場景實驗錶明:本方法具有較高的魯棒性。
교통표지검측시영향교통표지식별속도화정학솔적중요인소。채용일충 HSI자괄응역치조분할방법획취장경도상적홍색이치도,극복고정역치분할산법수광조등외계인소영향교대적결점。연후진행련통구역표기,배제료부분비금령표지홍색구역,병대다개상련금령표지작유효분할,제취출금령표지적후선구역。최후,통과분석후선구역외변연적원형상사도삼수,학정료금령표지구역。복잡도로배경하적장경실험표명:본방법구유교고적로봉성。
T raffic sign detection is a key factor affecting the speed and accuracy of traffic sign auto-matic recognition .Fixed threshold segmentation result was easily influenced by external factors such as change of light ,so an adaptive threshold segmentation method based on HSI color space was firstly used to overcome the drawback .Then regions except some non-sign regions was la-beled ,regions with multiple connected signs was segmented and candidate regions were extrac-ted .Lastly ,the prohibition signs regions were determined through the analysis of the circle simi-larity parameter of external edges in the candidate regions .High robustness is demonstrated by simulation experiment under complex road environment .