Rolling Shutter Effect Compensation with Global Waves Analysis

Jiayi Yao, Xiaofu Huang, Bin Sheng, Ruimin Shen, Ping Li

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

CMOS camera expose different portions of the frame at different points in time, resulting in the so-called rolling shutter effect that bright and dark region of striation moving in the movie vertically. In this paper, we propose an image processing technique using global wave analysis and develop a general compensation algorithm to handle this problem. Researches in this area aggregated in geometric image distortion or wobble effect. Our algorithm can perform this rolling shutter effect removal under varying environments. Experimental results demonstrate improvement of quality on rolling shutter effected video.

Original languageEnglish
Title of host publicationProceedings - 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages330-336
Number of pages7
ISBN (Electronic)9781479986880
DOIs
Publication statusPublished - 9 Jul 2015
Externally publishedYes
Event1st IEEE International Conference on Multimedia Big Data, BigMM 2015 - Beijing, China
Duration: 20 Apr 201522 Apr 2015

Publication series

NameProceedings - 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015

Conference

Conference1st IEEE International Conference on Multimedia Big Data, BigMM 2015
Country/TerritoryChina
CityBeijing
Period20/04/1522/04/15

Keywords

  • CMOS camera
  • global wave analysis
  • rolling shutter effect
  • video correction

ASJC Scopus subject areas

  • Information Systems
  • Media Technology

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