arxivcs.CV2026-07-06
Learning Flexible Generalization in Video Quality Assessment by Bringing Device and Viewing Condition Distributions
Nikolay Safonov, Dmitriy S. Vatolin
Video quality assessment (VQA) plays a critical role in optimizing video delivery systems. While numerous objective metrics have been proposed to approximate human perception, the perceived quality strongly depends on viewing conditions and display characteristics. Factors such a…