A survey on image interpolation methods

Vinit Jakhetiya; Ashok Kumar; Anil Kumar Tiwari

doi:10.1117/12.855799

26 February 2010 A survey on image interpolation methods

Vinit Jakhetiya, Ashok Kumar, Anil Kumar Tiwari

Proceedings Volume 7546, Second International Conference on Digital Image Processing; 75461T (2010) https://doi.org/10.1117/12.855799
Event: Second International Conference on Digital Image Processing, 2010, Singapore, Singapore

Abstract

In this paper we are describing some important state-of the-art algorithms used for Image interpolation.These algorithms are broadly classified as prediction based and transform based methods. Motivation behind this work is to provide new researchers a detailed analysis of such algorithms in the context of artifacts, subjective and objective quality of interpolated image, computational cost and to give future research direction based on the analysis. However, the goal of this study was not to determine an overall best method, but to present a comprehensive catalogue of methods in a uniform terminology, to define general properties and requirements local techniques, and to enable the reader to select that method which is optimal for his specific application.

Citation Download Citation

Vinit Jakhetiya, Ashok Kumar, and Anil Kumar Tiwari "A survey on image interpolation methods", Proc. SPIE 7546, Second International Conference on Digital Image Processing, 75461T (26 February 2010); https://doi.org/10.1117/12.855799

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