Advanced motion threading for 3D wavelet video coding

• Published in: Signal processing. Image communication 2004-08, Vol.19 (7), p.601-616
• Main Authors: Luo, Lin, Wu, Feng, Li, Shipeng, Xiong, Zixiang, Zhuang, Zhenquan
• Format: Article
• Language: English
• Subjects: 3D wavelet coding; Lifting-based wavelet transform; Motion estimation; Motion threading; Rate-distortion optimization
• ISSN: 0923-5965; 1879-2677
• DOI: 10.1016/j.image.2004.05.004

This paper presents an advanced motion threading technique for improved performance in 3D wavelet coding. First, we extend an original motion threading idea of ours to a lifting- based implementation. Methods for enabling fractional-pixel alignment in motion threading and for processing many-to-one pixel mapping and non-referred pixels are proposed to reduce the wavelet boundary effects. Second, we devise an advanced motion threading technique, in which one set of motion vectors is generated for each temporal layer of wavelet coefficients for temporal scalability. In order to reduce the motion overhead information, especially at low bit rates, several correlated motion prediction modes at the macroblock level are defined to exploit the intra/inter layer correlation in motion vector coding. Finally, rate-distortion optimization is utilized in motion estimation to select the best motion prediction mode for each macroblock. With the new motion threading technique, we are able to achieve 1.5–6.0 dB gain in average PSNR in 3D wavelet coding over our previous implementation of motion threading.