CSKA president Yevgeny Giner recently revealed that Love was set to end his stay with the club after seven years in Russia.
According to Calcio Mercato, the 27-year-old forward is now a target for Roma, who are hopeful of securing his signature when the transfer window reopens.
Love was a target for Flamengo during the summer, but the Brazilian side withdrew from negotiations after their initial bid of €5 million was rejected by CSKA.