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, 2022,42(10):1225-1231.
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, 2022,42(10):1225-1231. DOI: 10.15980/j.tzzz.2022.10.007.
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