Character recognition method for underwater video images
A video image and character recognition technology, applied in the field of image processing, can solve the problems of low recognition rate and poor character recognition effect, and achieve the effect of high recognition rate, improved recognition rate, and strong adaptability to smudge interference
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[0060] The present invention will be further described below in conjunction with the accompanying drawings.
[0061] Such as figure 1 Shown, a kind of text recognition method of underwater video image comprises the following steps:
[0062] Step 1: Preprocessing: Preprocessing the video image according to the principle of morphological image processing, enhancing the contrast, and filtering the noise: the video image captured underwater is an RGB color image, so it is necessary to preprocess the obtained color image to Get reliable images to process.
[0063] Such as figure 2 As shown, the preprocessing includes: grayscale processing, edge detection, image erosion and image smoothing.
[0064] The formula for grayscale processing is as follows:
[0065] Y(x,y)=0.299R+0.587G+0.114B (1)
[0066] The present invention improves formula (1) to obtain formula (2),
[0067] Y(x,y)=(30R+59G+11B) / 100 (2)
[0068] The improved grayscale processing formula can avoid floating-poin...
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