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Journal of Electronic Imaging • Open Access

Spatiotemporal deinterlacing using a maximum a posteriori estimator based on multiple-field registration
Author(s): Ho-Taek Lee; Dong-bok Lee; Byungju Lee; Byung Cheol Song

Paper Abstract

This paper proposes an accurate deinterlacing algorithm using a maximum a posteriori (MAP) estimator. First, we produce accurate motion vector fields between the current field and adjacent fields by employing an advanced motion compensation scheme that is suitable for an interlaced format. Next, the progressive frame corresponding to the current field is found via the MAP estimator based on the derived motion vector fields. Here, in order to obtain a stable solution, well-known bilateral total variation–based regularization is applied. Then, at a specific mode decision step, it is decided whether the result from the aforementioned temporal deinterlacing is acceptable or not. Finally, if the temporal deinterlacing is determined to be inappropriate by the mode decision, a typical spatial deinterlacing is applied instead of the MAP estimator-based temporal deinterlacing. Experimental results show that the proposed algorithm provides at maximum 2 dB higher PSNR than a cutting-edge deinterlacing algorithm, while providing better visual quality than the latter.

Paper Details

Date Published: 20 December 2013
PDF: 11 pages
J. Electron. Imaging. 22(4) 043038 doi: 10.1117/1.JEI.22.4.043038
Published in: Journal of Electronic Imaging Volume 22, Issue 4
Show Author Affiliations
Ho-Taek Lee, Inha Univ. (Korea, Republic of)
Dong-bok Lee, Inha Univ. (Korea, Republic of)
Byungju Lee, Inha Univ. (Korea, Republic of)
Byung Cheol Song, Inha Univ. (Korea, Republic of)


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