吉林大学学报(理学版)
吉林大學學報(理學版)
길림대학학보(이학판)
JOURNAL OF JILIN UNIVERSITY(SCIENCE EDITION)
2014年
3期
519-524
,共6页
于合龙%刘浩洋%苏恒强%王增辉
于閤龍%劉浩洋%囌恆彊%王增輝
우합룡%류호양%소항강%왕증휘
人工智能%结构测量%Hough变换%Canny边缘检测%分段检测
人工智能%結構測量%Hough變換%Canny邊緣檢測%分段檢測
인공지능%결구측량%Hough변환%Canny변연검측%분단검측
artificial intelligence%structural measurement%Hough transformation%Canny edge detection%segmented detection
针对高温工程结构测量问题,将图像处理中的边缘特征检测技术应用到高温结构测量中,提出一种基于Canny边缘检测和 Hough 变换算法的高温结构测量方法,解决了高温结构测量的实际需求。该方法先对试件结构测量位置进行边缘检测和提取,并以分段直线形式确定待测边缘,再计算得到宽度等结构测量结果,并将其转换为材料力学性能参数。该方法充分利用了图像处理技术的优点,测量条件低且环境适应性强,同时采用分段检测的优化设计,测量精度高,稳定性好。
針對高溫工程結構測量問題,將圖像處理中的邊緣特徵檢測技術應用到高溫結構測量中,提齣一種基于Canny邊緣檢測和 Hough 變換算法的高溫結構測量方法,解決瞭高溫結構測量的實際需求。該方法先對試件結構測量位置進行邊緣檢測和提取,併以分段直線形式確定待測邊緣,再計算得到寬度等結構測量結果,併將其轉換為材料力學性能參數。該方法充分利用瞭圖像處理技術的優點,測量條件低且環境適應性彊,同時採用分段檢測的優化設計,測量精度高,穩定性好。
침대고온공정결구측량문제,장도상처리중적변연특정검측기술응용도고온결구측량중,제출일충기우Canny변연검측화 Hough 변환산법적고온결구측량방법,해결료고온결구측량적실제수구。해방법선대시건결구측량위치진행변연검측화제취,병이분단직선형식학정대측변연,재계산득도관도등결구측량결과,병장기전환위재료역학성능삼수。해방법충분이용료도상처리기술적우점,측량조건저차배경괄응성강,동시채용분단검측적우화설계,측량정도고,은정성호。
According to the actual engineering requirements,the feature detection technology for image edge in image processing was applied to structure measurement at a high temperature.The high-temperature structural measurement method based on Canny edge detection and Hough transform algorithm was proposed. Based on the edge detection and extraction, the specimen structure is measured,which takes the form of piecewise linear representation.Then the width of the structure is obtained and it is converted into a mechanical performance parameter.This method takes advantages of image processing technology and needs low measurement conditions and has a good environmental adaptability.In addition,it adopts the optimization design of segment detection,with a high accuracy and good stability.