Hello.
I have a series of photos of the seven-digit display (below please find the example of such photo). I want to apply OCR to extract the information from each consecutive frame. Generally, the methods works quite fine provided that the image is distinct. Hovewer, at the preprocessing stage there is a need to binarize the image. The problem lies in a fact that there are some reflections in the image. I spent a significant amount of time and tried a lot of combinations and various functions (e.g. adaptive thresholding, histograms) to obtain the best possible performance. Is there any reasonable method for obtaining a nice set of digits without artifacts? Unfortunately there is no way to repeat the experiments in better conditions and remove the reflections at acqusition stage.
Thank you kindly in advance for any useful suggestions.Hello.
I have a series of photos of the seven-digit display (below please find the example of such photo). I want to apply OCR to extract the information from each consecutive frame. Generally, the methods works quite fine provided that the image is distinct. Hovewer, at the preprocessing stage there is a need to binarize the image. The problem lies in a fact that there are some reflections in the image. I spent a significant amount of time and tried a lot of combinations and various functions (e.g. adaptive thresholding, histograms) to obtain the best possible performance. Is there any reasonable method for obtaining a nice set of digits without artifacts? Unfortunately there is no way to repeat the experiments in better conditions and remove the reflections at acqusition stage.
Thank you kindly in advance for any useful suggestions. Hello.
I have a series of photos of the seven-digit display (below please find the example of such photo). I want to apply OCR to extract the information from each consecutive frame. Generally, the methods works quite fine provided that the image is distinct. Hovewer, at the preprocessing stage there is a need to binarize the image. The problem lies in a fact that there are some reflections in the image. I spent a significant amount of time and tried a lot of combinations and various functions (e.g. adaptive thresholding, histograms) to obtain the best possible performance. Is there any reasonable method for obtaining a nice set of digits without artifacts? Unfortunately there is no way to repeat the experiments in better conditions and remove the reflections at acqusition stage.
Thank you kindly in advance for any useful suggestions. binarize, thresholding, image processing MATLAB Answers — New Questions

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