Riether appeared to stamp on the teenager during United's 3-1 victory over the Cottagers on Saturday.
The 30-year-old German was not punished by referee Lee Probert.
"For me it was a red card," United midfielder Fellaini told MUTV, the club's television channel. "I hope the referee looks at the video later."
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