Perception-based quantitative definition of temporal pumping artifact

Yanchao Gong, Shuai Wan, Kaifang Yang, Bo Li, Hong Ren Wu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

Temporal noises or distortions, such as flickering, jerkiness, and mosquito noise, have been studied for many years in video coding, but a completely mathematical definition describing the perception characters of these temporal noises has not been investigated nor established. In this paper, a distinct type of temporal coding distortion, i.e., the temporal pumping artifact (TPA) is addressed, which manifests itself as visually annoying pumping and stumbling effects caused by applying inappropriate quantization parameter assignment in the state-ofthe- art video coding standards with the hierarchical prediction structure. In this paper, the TPA is treated as a spatio-temporal signal and a detailed and comprehensive perception-based quantitative definition in terms of its phase, amplitude, and frequency, respectively is given for the fist time. It is both useful for understanding, or proposing algorithms to alleviate, or even eliminate the TPA and useful for the related studies for other temporal noises or distortions.

Original languageEnglish
Title of host publication2014 19th International Conference on Digital Signal Processing, DSP 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages870-875
Number of pages6
ISBN (Electronic)9781479946129
DOIs
StatePublished - 2014
Event2014 19th International Conference on Digital Signal Processing, DSP 2014 - Hong Kong, Hong Kong
Duration: 20 Aug 201423 Aug 2014

Publication series

NameInternational Conference on Digital Signal Processing, DSP
Volume2014-January

Conference

Conference2014 19th International Conference on Digital Signal Processing, DSP 2014
Country/TerritoryHong Kong
CityHong Kong
Period20/08/1423/08/14

Keywords

  • Hierarchical prediction structure
  • Human visual system
  • Quantization parameter assignment
  • Temporal pumping artifact
  • Video coding

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