Various video upsampling technologies are adaptively applied to video playback on mobile clients. The video playback quality are constraint when streamed to the end users mostly due to the device network bandwidth constraints or the low quality in the original content. With these different advanced upsampling technologies on device playback, the streamed video quality are improved and at the meantime, it helped the user to save their cell/wifi data by playing a video with lower bitrate.