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Have you tried opencv inpaint? Example

void inpaint(InputArray src, InputArray inpaintMask, OutputArray dst, double inpaintRadius, int flags)

Steps???:

1. Text recognition
2. Build "inpaintMask" with positions of the text
3. Call inpaint