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\iteman{io-port 06098398}
\itemau{Wan, Tao; Qin, Zengchang}
\itemti{An application of compressive sensing for image fusion.}
\itemso{Int. J. Comput. Math. 88, No. 18, 3915-3930 (2011).}
\itemab
Summary: Compressive sensing (CS) has inspired significant interests because of its compressive capability and lack of complexity on the sensor side. This paper introduces a novel framework of image fusion based on the CS principle. First, we present a study of three sampling patterns and investigate their performance on CS reconstruction. We then propose a novel image fusion algorithm by using an improved sampling pattern. Finally, the CS-based image fusion approach is applied to various image modalities and evaluated both visually and in terms of fusion quality metrics. The simulations demonstrate that CS-based image fusion has a number of perceived advantages in comparison with image fusion in the multiresolution (MR) domain, providing a truly different and more advanced way for fusing multimodality images.
\itemrv{~}
\itemcc{}
\itemut{compressive sensing; CS-based image fusion; multiresolution image fusion}
\itemli{doi:10.1080/00207160.2011.598229}
\end