Multi-Focus Image Fusion via Clustering PCA Based Joint Dictionary Learning

Multi-Focus Image Fusion via Clustering PCA Based Joint Dictionary Learning

This paper presents a novel framework based on the non-subsampled contourlet transform (NSCT) and sparse representation (SR) to fuse the multi-focus images. In the proposed fusion method, each source image is first decomposed with NSCT to obtain one low-pass sub-image and a number of high-pass sub-i...

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Bibliographic Details
Main Authors: Yong Yang, Min Ding, Shuying Huang, Yue Que, Weiguo Wan, Mei Yang, Jun Sun
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Multi-focus image fusion
joint dictionary
principal component analysis
multi-scale morphology focus-measure
Online Access:https://ieeexplore.ieee.org/document/8013776/

Internet

https://ieeexplore.ieee.org/document/8013776/

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