We　present　a　3D　object　relighting　technique　for　multi-view-multi-lighting　(MVML)　image　sets.　Our　relighting　technique　is　a　fusion　of　multi-view　stereo　(MVS)　technique　and　image　based　relighting　(IBL)　technique.　The　MVML　dataset　consists　of　multiple　camera　view　with　each　view　filmed　under　multiple　time-multiplex　illumination　modes.　A　multi-view　3D　reconstruction　algorithm　is　first　applied　using　traditional　multi-view　stereo　algorithm.　After　this,　the　reconstructed　model　is　relighted　through　an　image　based　relighting　scheme　for　each　camera　view,　followed　with　view-independent　texture　mapping　procedure.　Interactive　relighting　results　demonstrate　our　high　quality　reconstruction　accuracy,　realistic　relighting　effects　and　real-time　relighting　performance.　Moreover,　our　relighting　technique　is　suitable　for　dynamic　3D　object　relighting.　©2009　IEEE.