A New MPEG-2 Rate Control Scheme Using Scene Change Detection

We propose two new rate control schemes to improve MPEG-2 rate control in view of visual quality when scene changes happen. Two proposed schemes are characterized by real-time and non real-time improvement to reduce the impact of scene changes. We also propose a new target-bit prediction method using spatial activity of pictures and present a simple and efficient scene change detection scheme using signed difference of mean absolute difference (MAD). Computer simulation results show that the proposed real-time algorithm effectively alleviates visual quality degradation after scene changes. The proposed non real-time algorithm gives maximum 2 dB improvement in peak signal-to-noise ratio (PSNR) at a scene-changed picture, compared with MPEG-2 rate control scheme and it shows better quality than the real-time one.

[1]  Atul Puri,et al.  Motion-compensated video coding with adaptive perceptual quantization , 1991, IEEE Trans. Circuits Syst. Video Technol..

[2]  Cesar A. Gonzales,et al.  Video compression algorithm with adaptive bit allocation and quantization , 1991, Other Conferences.

[3]  Limin Wang,et al.  Rate control for MPEG video coding , 1995, Other Conferences.

[4]  Anil K. Jain,et al.  Image data compression: A review , 1981, Proceedings of the IEEE.

[5]  C. B. Rubinstein,et al.  Digital Coding of Color Video Signals - A Review , 1977, IEEE Transactions on Communications.

[6]  William K. Pratt,et al.  Scene Adaptive Coder , 1984, IEEE Trans. Commun..

[7]  Atul Puri,et al.  Video coding with adaptive quantization and rate control , 1992, Other Conferences.

[8]  Seop Hyeong Park,et al.  Adaptive rate control algorithm for DPCM/DCT hybrid video codec adopting bidirectional prediction , 1993, Other Conferences.

[9]  Sang Gyu Park,et al.  Scene-adaptive bit rate control strategy , 1995, Other Conferences.