One Transform to Compute Them All: Efficient Fusion-Based Full-Reference Video Quality Assessment

• Published in: IEEE transactions on image processing Vol. 33; pp. 509 - 524
• Main Authors: Venkataramanan, Abhinau K., Stejerean, Cosmin, Katsavounidis, Ioannis, Bovik, Alan C.
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.01.2024; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Accuracy; Bit rate; Computational modeling; contrast sensitivity; Full-reference video quality assessment; FUNQUE; Image coding; Quality assessment; Solid modeling; Streaming media; Video compression; Visual perception; Visual perception driven algorithms; VMAF

The Visual Multimethod Assessment Fusion (VMAF) algorithm has recently emerged as a state-of-the-art approach to video quality prediction, that now pervades the streaming and social media industry. However, since VMAF requires the evaluation of a heterogeneous set of quality models, it is computatio...