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A couple methods come in mind.

1. Most TV logos are located on the edges of the frame. So a naive way is just looking for any sort of text along the frame corners.

2. This is a very good use case for template matching. You pretty much have to gather images consisting of your logos and let the algorithm do the rest.

3. Feature extraction is another good candidate for this.