Video compression with 1-D directional transforms in H.264/AVC

Typically the same transforms, such as the 2-D Discrete Cosine Transform (DCT), are used to compress both images in image compression and prediction residuals in video compression. However, these two signals have different spatial characteristics. In [1], we analyzed the difference between these two signals and proposed 1-D directional transforms for prediction residuals. In this paper, we provide further experimental results using these transforms in the H.264/AVC codec and present other related information which can provide insights in understanding the use of these transforms in video coding applications.

[1]  Wan-Chi Siu,et al.  Extended Analysis of Motion-Compensated Frame Difference for Block-Based Motion Prediction Error , 2007, IEEE Transactions on Image Processing.

[2]  G. Bjontegaard,et al.  Calculation of Average PSNR Differences between RD-curves , 2001 .

[3]  Gary J. Sullivan,et al.  Rate-constrained coder control and comparison of video coding standards , 2003, IEEE Trans. Circuits Syst. Video Technol..

[4]  Bernd Girod,et al.  Direction-Adaptive Discrete Wavelet Transform for Image Compression , 2007, IEEE Transactions on Image Processing.

[5]  Ajay Luthra,et al.  Overview of the H.264/AVC video coding standard , 2003, IEEE Trans. Circuits Syst. Video Technol..

[6]  Stéphane Mallat,et al.  Sparse geometric image representations with bandelets , 2005, IEEE Transactions on Image Processing.

[7]  Bing Zeng,et al.  Directional Discrete Cosine Transforms for Image Coding , 2006, 2006 IEEE International Conference on Multimedia and Expo.

[8]  Baltasar Beferull-Lozano,et al.  Directionlets: anisotropic multidirectional representation with separable filtering , 2006, IEEE Transactions on Image Processing.

[9]  Jae S. Lim,et al.  Transforms for the motion compensation residual , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

[10]  Ajay Luthra,et al.  Overview of the H.264/AVC video coding standard , 2003, SPIE Optics + Photonics.

[11]  Jae S. Lim,et al.  Directional wavelet transforms for prediction residuals in video coding , 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).