JOURNAL ARTICLE

<title>Multichannel image interpolation algorithms</title>

Jong H. PaikJoonki PaikJunghyun HwangJong S. Choi

Year: 1996 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2727 Pages: 1218-1228   Publisher: SPIE

Abstract

In the present paper we propose a set of interpolation algorithms for improving the resolution of multichannel images, which are assumed to have a greater amount of information than a single-channel or still image. First, a multichannel interpolation algorithm on the rectangular grid is proposed. Second, a multichannel interpolation on the generalized grid for the real test image is proposed. Third, an implementationally efficient algorithm, which is suitable for real- time image processing, is also proposed based on image registration and interpolation followed by IIR filtering along the time axis. It is demonstrated that the proposed algorithms can be the theoretical bases for interpolation of dynamic image sequences, and experimental results of the proposed algorithms are also presented respectively.

Keywords:
Interpolation (computer graphics) Computer science Image scaling Algorithm Demosaicing Stairstep interpolation Bilinear interpolation Grid Image (mathematics) Computer vision Image resolution Artificial intelligence Nearest-neighbor interpolation Image processing Multivariate interpolation Mathematics Binary image

Metrics

2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.11
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Advanced Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Vision and Imaging
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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