Rathore's lawyer-wife Abha Rathore filed the review petition on his behalf in the court of Justice S S Saron.
She alleged that the appellate court had on Tuesday passed the order 'under media pressure'.
Rathore was on Tuesday jailed after a sessions court enhanced his prison term to 18 months for molesting teenager Ruchika Girhotra -- who later committed suicide -- 20 years ago.
While seeking bail for the former top cop, Abha also sought to inform the court about the heart ailment which Rathore is suffering from. The Judge is likely to hear the petition later in the day.
'Rathore has no remorse for the wrong committed'
'We will continue to fight for justice'
Ruchika case: Rathore's sentence enhanced
'Ruchika's family has a shady background'
Ruchika remembered on her 16th death anniversary