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Overlay in video after detection

Hi, I am using cascade classifier (LBP) to identify a logo in a video. The video has focus on a brand in different zoom levels. I want to be replace this logo with a different image. Depending on the success rate of the logo match, I am able to achieve this by copying the image to the matched region as detected by the cascade classifier. The problem is that since I am replacing the ROI with my image on every frame, the modified video has a very jittery look (Since the matches has slightly varying bounding box). Is there any standard approach to address this? I am sure there are hundreds out there who have faced this issue. So, trying to get some ideas here.

Thanks