JOURNAL ARTICLE

<title>Nonlinear quincunx interpolation filtering</title>

Arto H. LehtonenMarkku Renfors

Year: 1990 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 1360 Pages: 135-142   Publisher: SPIE

Abstract

Quincunx sub-sampling and interpolation techniques are widely used in many image and video signal bandwidth compression techniques, like HDTV transmission systems. In this paper we consider the basic quincunx interpolation problem: interpolation of the missing samples of an orthogonally sampled image after quincunx sub-sampling with a factor of two. New median-based nonlinear interpolation techniques are developed and compared with traditional linear designs. It is shown that nonlinear interpolators result in considerably lower hardware complexity than good quality linear designs and, in many respects, even better image quality can be achieved.

Keywords:
Interpolation (computer graphics) Image scaling Computer science Linear interpolation Bandwidth (computing) Nonlinear system Sampling (signal processing) Image quality Artificial intelligence Bilinear interpolation Data compression Computer vision Stairstep interpolation Algorithm Mathematics Image processing Image (mathematics) Filter (signal processing) Telecommunications Pattern recognition (psychology)

Metrics

17
Cited By
1.16
FWCI (Field Weighted Citation Impact)
0
Refs
0.80
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Digital Filter Design and Implementation
Physical Sciences →  Computer Science →  Signal Processing

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