Hou Mingjun, Sun Xiaolong, Wu Yuanjie, et al. Multi-region Distributed Word-casting Recognition of the Castings Based on Machine Vision. [J]. Special Casting & Nonferrous Alloys 42(10):1225-1231(2022)
DOI:
Hou Mingjun, Sun Xiaolong, Wu Yuanjie, et al. Multi-region Distributed Word-casting Recognition of the Castings Based on Machine Vision. [J]. Special Casting & Nonferrous Alloys 42(10):1225-1231(2022) DOI: 10.15980/j.tzzz.2022.10.007.
Multi-region Distributed Word-casting Recognition of the Castings Based on Machine Vision
In view of the problems of low efficiency and high work intensity of artificial casting recognition
and failure of existing character recognition technology
a word-casting recognition system based on machine vision was designed
which made a certain breakthrough in preprocess the light intensity
brightness
contrast
binarization
denoising and other aspects of casting image. Moreover
the preprocessed image can be used for contour recognition and word-casting recognition to obtain word-casting information. Aiming at the castings with complex structure
several methods were proposed
which solved the above problems to a certain extent and could better achieve the life cycle control and traceability of the whole process of casting.
关键词
图像预处理同态滤波二值化轮廓识别铸字识别
Keywords
Image PreprocessingHomomorphic FilteringBinarizationContour RecognitionCasting Character Recognition