Temporal pooling of video quality estimates using perceptual motion models

Kwanghyun Lee, Jincheol Park, Sanghoon Lee, Alan C. Bovik

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

Emerging multimedia applications have increased the need for video quality measurement. Motion is critical to this task, but is complicated owing to a variety of object movements and movement of the camera. Here, we categorize the various motion situations and deploy appropriate perceptual models to each category. We use these models to create a new approach to objective video quality assessment. Performance evaluation on the Laboratory for Image and Video Engineering (LIVE) Video Quality Database shows competitive performance compared to the leading contemporary VQA algorithms.

Original languageEnglish
Title of host publication2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings
Pages2493-2496
Number of pages4
DOIs
Publication statusPublished - 2010 Dec 1
Event2010 17th IEEE International Conference on Image Processing, ICIP 2010 - Hong Kong, Hong Kong
Duration: 2010 Sep 262010 Sep 29

Publication series

NameProceedings - International Conference on Image Processing, ICIP
ISSN (Print)1522-4880

Other

Other2010 17th IEEE International Conference on Image Processing, ICIP 2010
CountryHong Kong
CityHong Kong
Period10/9/2610/9/29

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Vision and Pattern Recognition
  • Signal Processing

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  • Cite this

    Lee, K., Park, J., Lee, S., & Bovik, A. C. (2010). Temporal pooling of video quality estimates using perceptual motion models. In 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings (pp. 2493-2496). [5652884] (Proceedings - International Conference on Image Processing, ICIP). https://doi.org/10.1109/ICIP.2010.5652884