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How to detect rectange edge like Euresys EasyGauge?

HI I'm very new in OpenCV. My previous experience of vision is using Euresys eVision library. Currently I can detect the rectangle edge using OpenCV Canny and HoughLinesP function if the rectangle object is very clear (refer attached image 1).

However, I have no idea to detect the rectangle edge if the image full with noise (refer attached image description and image description).

I can easily detect the noise's rectangle edge using eVision library as show attached file (refer attached image description).

Can anyone help me to find what OpenCV methodology should I use to detect the noise's rectangle edge?

Appreciated and Thanks!