International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




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Research Paper | Computer Science & Engineering | India | Volume 6 Issue 7, July 2017


Image Deblurring via Alternating Direction Method of Multipliers

Husna K [2] | Harish Binu K P [6]


Abstract: The aim of Multi-frame super resolution (MFSR) is to estimate a high resolution image from a set of low resolution images. This task is highly ill-posed and computationally costly. A new MFSR forward model is proposed thatd reformulate the MFSR problem into a problem of multi-frame blind deblurring (MFDB) which is easier to be addressed than the other. MFBD problem can be sufficiently solved by attacking the resulting subproblems of alternating minimization using the alternating direction method of multipliers (ADMM). Experiments can be performed on synthetic and real images and can show the qualityof the image and high speed in execution.


Keywords: ADMM, MFDB, Super Resolution, Blind Deconvolution


Edition: Volume 6 Issue 7, July 2017,


Pages: 522 - 527


How to Cite this Article?

Husna K, Harish Binu K P, "Image Deblurring via Alternating Direction Method of Multipliers", International Journal of Science and Research (IJSR), Volume 6 Issue 7, July 2017, pp. 522-527, https://www.ijsr.net/get_abstract.php?paper_id=ART20175307

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