We incorporate fading and reset mechanisms in an enhanced fine granularity scalability algorithm to reduce the drifting error at low bit rate while still maintaining 1.5dB PSNR gain at high bit rate over the current MPEG-4 fine granularity scalability. Many of previous works use enhancement layers to predict enhancement layers so as to increase the compression efficiency. Drifting error occurs because enhancement layer, the predictor, is not received as expected. Our fading mechanism linearly combines the current reconstructed base layer and previously reconstructed enhancement layer with fading factors between 0 and 1. Our reset mechanism sets the reference frame for prediction to be the base layer periodically. Our theoretic formulation and experiment results show that drifting error can be distributed more uniformly and maximum accumulated mismatch error is significantly reduced while our mechanisms are turned on. Around 1dB can be improved at low bit rate comparing to the one without any drifting reduction mechanism.
|Published - 1 Jan 2002
|International Conference on Image Processing (ICIP'02) - Rochester, NY, United States
Duration: 22 Sep 2002 → 25 Sep 2002
|International Conference on Image Processing (ICIP'02)
|22/09/02 → 25/09/02