The cinematographer Christopher Doyle, for whom the film was the sixth collaboration with Wong Kar-wai, had to leave when production went over schedule and was replaced by Mark Lee Ping Bin, renowned for his work with Taiwanese filmmaker Hou Hsiao-hsien. Both DPs are credited equally for the final film. Some scenes in the final cut are thought to have been shot by each, with some critics noting differences between Doyle's more kinetic style as seen in earlier Wong movies, and the more subtle long shots of Lee framing key parts of "In the Mood for Love".