Can I put Min-wax oil base gloss polyurethane over top of semi gloss?

I have a solid walnut top coffee table that I made, I put min-wax oil base semi-gloss on it but it just don't make the grain and colors pop for me. So do I need to sand it all off and start over with Min-wax oil base gloss polyurethane?
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