SVD-based quality metric for image and video using machine learning

• Main Authors: Narwaria, Manish, Lin, Weisi
• 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/10356/96456; http://hdl.handle.net/10220/11412
• Institution: Nanyang Technological University

We study the use of machine learning for visual quality evaluation with comprehensive singular value decomposition (SVD)-based visual features. In this paper, the two-stage process and the relevant work in the existing visual quality metrics are first introduced followed by an in-depth analysis of S...