Complementary sets of shutter sequences for motion deblurring

Hae Gon Jeon, Joon Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon

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

4 Citations (Scopus)

Abstract

In this paper, we present a novel multi-image motion deblurring method utilizing the coded exposure technique. The key idea of our work is to capture video frames with a set of complementary fluttering patterns to preserve spatial frequency details. We introduce an algorithm for generating a complementary set of binary sequences based on the modern communication theory and implement the coded exposure video system with an off-the-shelf machine vision camera. The effectiveness of our method is demonstrated on various challenging examples with quantitative and qualitative comparisons to other computational image capturing methods used for image deblurring.

Original languageEnglish
Title of host publication2015 International Conference on Computer Vision, ICCV 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3541-3549
Number of pages9
ISBN (Electronic)9781467383912
DOIs
Publication statusPublished - 2015 Feb 17
Event15th IEEE International Conference on Computer Vision, ICCV 2015 - Santiago, Chile
Duration: 2015 Dec 112015 Dec 18

Other

Other15th IEEE International Conference on Computer Vision, ICCV 2015
CountryChile
CitySantiago
Period15/12/1115/12/18

Fingerprint

Binary sequences
Information theory
Computer vision
Cameras

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Vision and Pattern Recognition

Cite this

Jeon, H. G., Lee, J. Y., Han, Y., Kim, S. J., & Kweon, I. S. (2015). Complementary sets of shutter sequences for motion deblurring. In 2015 International Conference on Computer Vision, ICCV 2015 (pp. 3541-3549). [7410761] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCV.2015.404
Jeon, Hae Gon ; Lee, Joon Young ; Han, Yudeog ; Kim, Seon Joo ; Kweon, In So. / Complementary sets of shutter sequences for motion deblurring. 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 3541-3549
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Jeon, HG, Lee, JY, Han, Y, Kim, SJ & Kweon, IS 2015, Complementary sets of shutter sequences for motion deblurring. in 2015 International Conference on Computer Vision, ICCV 2015., 7410761, Institute of Electrical and Electronics Engineers Inc., pp. 3541-3549, 15th IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, 15/12/11. https://doi.org/10.1109/ICCV.2015.404

Complementary sets of shutter sequences for motion deblurring. / Jeon, Hae Gon; Lee, Joon Young; Han, Yudeog; Kim, Seon Joo; Kweon, In So.

2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 3541-3549 7410761.

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

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Jeon HG, Lee JY, Han Y, Kim SJ, Kweon IS. Complementary sets of shutter sequences for motion deblurring. In 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 3541-3549. 7410761 https://doi.org/10.1109/ICCV.2015.404