Adaptive Downsampling for High-Definition Video Coding
Jie Dong, Yan Ye · IEEE Transactions on Circuits and Systems for Video Technology · 2014
Previous research has shown that downsampling prior to encoding and upsampling after decoding can improve the rate-distortion (R-D) performance compared with directly coding the original video using standard technologies, e.g., JPEG and H.264/AVC, especially at low bit rates. This paper proposes a practical algorithm to find the optimal downsampling ratio that balances the distortions caused by downsampling and coding, thus achieving the overall optimal R-D performance. Given the optimal sampling ratio, dedicated filters for down- and upsampling are also designed. Simulations show this algorithm improves the R-D performance over a wide range of bit rates.