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StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability. (arXiv:2308.04904v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Video shakiness is an unpleasant distortion of User Generated Content (UGC)
videos, which is usually caused by the unstable hold of cameras. In recent
years, many video stabilization algorithms have been proposed, yet no specific
and accurate metric enables comprehensively evaluating the stability of videos.
Indeed, most existing quality assessment models evaluate video quality as a
whole without specifically taking the subjective experience of video stability
into consideration. Therefore, these models cannot measure the video stability
explicitly and precisely when …
algorithms arxiv cameras generated indeed quality reference ugc video videos