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Can OpenCV do these processing?

I am working on an OCR project. I need to do some pre-processing similar to the link below: http://cn.mathworks.com/help/vision/examples/automatically-detect-and-recognize-text-in-natural-images.html

The steps are:

  • Region detection (MSER)
  • Edge detection (Canny)
  • Connected Component Analysis (for character candidates filtering)

I am not familiar with OpenCV. I am wondering if OpenCV can do all of these.