Scalable image quality assessment with 2D mel-cepstrum and machine learning approach

• Main Authors: Narwaria, Manish, Lin, Weisi, Cetin, A. Enis
• 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/10356/105846; http://hdl.handle.net/10220/17949
• Institution: Nanyang Technological University

Measurement of image quality is of fundamental importance to numerous image and video processing applications. Objective image quality assessment (IQA) is a two-stage process comprising of the following: (a) extraction of important information and discarding the redundant one, (b) pooling the detect...