测试科学与仪器
測試科學與儀器
측시과학여의기
JOURNAL OF MEASUREMENT SCIENCE AND INSTRUMENTATION
2014年
4期
40-45
,共6页
翟亚宇%潘晋孝%刘宾%陈平
翟亞宇%潘晉孝%劉賓%陳平
적아우%반진효%류빈%진평
尺寸检测%实时图像处理与显示%增益校正%边缘拟合
呎吋檢測%實時圖像處理與顯示%增益校正%邊緣擬閤
척촌검측%실시도상처리여현시%증익교정%변연의합
size detection%real-time image processing and display%gain calibration%edge fitting
图像处理是尺寸检测算法的关键技术之一。本文主要讨论动态图像的处理与显示,完成运动物体的实时图像处理。首先,为使图像更接近实际物体,对运动物体的图像进行中值滤波、增益校正、图像分割与二值化、角点检测和边缘拟合处理,同时将处理完成的图像实时显示出来,便于图像分析、理解和识别并减少计算量。最后,利用VC ++编制人机交互界面,实现数字逻辑变换以及物体图像处理与实时显示。实验证明,本文提出的算法和软件的设计具有良好的实时性、精确性,能够满足工业需求。
圖像處理是呎吋檢測算法的關鍵技術之一。本文主要討論動態圖像的處理與顯示,完成運動物體的實時圖像處理。首先,為使圖像更接近實際物體,對運動物體的圖像進行中值濾波、增益校正、圖像分割與二值化、角點檢測和邊緣擬閤處理,同時將處理完成的圖像實時顯示齣來,便于圖像分析、理解和識彆併減少計算量。最後,利用VC ++編製人機交互界麵,實現數字邏輯變換以及物體圖像處理與實時顯示。實驗證明,本文提齣的算法和軟件的設計具有良好的實時性、精確性,能夠滿足工業需求。
도상처리시척촌검측산법적관건기술지일。본문주요토론동태도상적처리여현시,완성운동물체적실시도상처리。수선,위사도상경접근실제물체,대운동물체적도상진행중치려파、증익교정、도상분할여이치화、각점검측화변연의합처리,동시장처리완성적도상실시현시출래,편우도상분석、리해화식별병감소계산량。최후,이용VC ++편제인궤교호계면,실현수자라집변환이급물체도상처리여실시현시。실험증명,본문제출적산법화연건적설계구유량호적실시성、정학성,능구만족공업수구。
Real-time detection for object size has now become a hot topic in the testing field and image processing is the core algorithm .This paper focuses on the processing and display of the collected dynamic images to achieve a real-time image pro-cessing for the moving objects .Firstly ,the median filtering ,gain calibration ,image segmentation ,image binarization ,cor-ner detection and edge fitting are employed to process the images of the moving objects to make the image close to the real object .Then ,the processed images are simultaneously displayed on a real-time basis to make it easier to analyze ,understand and identify them ,and thus it reduces the computation complexity .Finally ,human-computer interaction (HCI)-friendly in-terface based on VC + + is designed to accomplish the digital logic transform ,image processing and real-time display of the objects .The experiment shows that the proposed algorithm and software design have better real-time performance and accu-racy which can meet the industrial needs .