6 February 2012 Efficient adaptive deinterlacing algorithm with awareness of closeness and similarity
Jin Wang, Gwanggil Jeon, Jechang Jeong
Author Affiliations +
Abstract
We introduces an efficient intra-field deinterlacing algorithm while considering both closeness and similarity between the interpolated pixel and the neighbor pixels. Instead of estimating the edge orientations via limited candidate directions as previous intra-field deinterlacing methods, we propose an adaptive spatial locality- and similarity-based deinterlacing method. Many deinterlacing methods described in the literature only consider the similarity between neighbor pixels and interpolated pixels; however, awareness of distance correlation and spatial locality has not yet been studied. Experimental results indicate that the proposed scheme outperforms a number of existing approaches, in terms of both the objective and subjective performance.
© 2012 Society of Photo-Optical Instrumentation Engineers (SPIE) 0091-3286/2012/$25.00 © 2012 SPIE
Jin Wang, Gwanggil Jeon, and Jechang Jeong "Efficient adaptive deinterlacing algorithm with awareness of closeness and similarity," Optical Engineering 51(1), 017003 (6 February 2012). https://doi.org/10.1117/1.OE.51.1.017003
Published: 6 February 2012
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CITATIONS
Cited by 20 scholarly publications and 2 patents.
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KEYWORDS
Image quality

Image resolution

Optical engineering

Visualization

Image processing

Edge detection

Image enhancement

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