Low-complexity video coding based on two dimensional singular value decomposition

• Main Authors: Gu, Zhouye, Lin, Weisi, Lee, Bu-Sung, Lau, Chiew Tong
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/99225; http://hdl.handle.net/10220/13508
• Institution: Nanyang Technological University

In this paper, we propose a low-complexity video coding scheme based upon 2-D singular value decomposition (2-D SVD), which exploits basic temporal correlation in visual signals without resorting to motion estimation (ME). By exploring the energy compaction property of 2-D SVD coefficient matrices,...