HodgeRank on random graphs for subjective video quality assessment

• Main Authors: Lin, Weisi, Xu, Qianqian., Huang, Qingming., Jiang, Tingting., Yan, Bowei., Yao, Yuan.
• 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/10356/84330; http://hdl.handle.net/10220/11486
• Institution: Nanyang Technological University

This paper introduces a novel framework, HodgeRank on Random Graphs, based on paired comparison, for subjective video quality assessment. Two types of random graph models are studied, i.e., Erdös-Rényi random graphs and random regular graphs. Hodge decomposition of paired comparison data may derive,...