High definition is a screen resolution of 720p (720 lines, progressive scan) or 1080i (1080 lines, interlaced). A PS2 is not capable of either of these.
The PS2 is capable of 480p (480 lines, progressive scan). Not all games output in 480p, most only output in 480i which is standard definition TV resolution.