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How to Change the videocapture property in opencv c++?

I have been trying to set the camera reading pixel size to different than what by default camera resolution is. However, I am not able to set the pixel size using

videoStream.set(cv::CAP_PROP_FRAME_WIDTH, frameWidth);
videoStream.set(cv::CAP_PROP_FRAME_HEIGHT, frameHeight);

Can someone help me out with the reasons for this?