Journal ArticleDOI
Multi-focus image fusion based on multi-scale sparse representation
Xiaole Ma,Zhihai Wang,Shaohai Hu +2 more
TLDR
A fusion method based on multi-scale sparse representation for registered multi-focus images (MIF-MsSR), which not only reserves the integrity of the information in source images, but also has better fusion performance on subjective and objective indicators than other state-of-the-art methods.About:
This article is published in Journal of Visual Communication and Image Representation.The article was published on 2021-11-01. It has received 4 citations till now. The article focuses on the topics: Sparse approximation & Image fusion.read more
Citations
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Subject evaluation criteria for image fusion used in paper Image Fusion Algorithm Based on Spatial Frequency-Motivated Pulse Coupled Neural Networks in Nonsubsampled Contourlet Transform Domain
TL;DR: In this article, the authors proposed a method for navigation system with the assistance of the Navigation Science Foundation of P. R. China (05F07001) and National Natural Science Foundation (NNSF) of China (60472081).
Journal ArticleDOI
A new multi-focus image fusion method based on multi-classification focus learning and multi-scale decomposition
Journal ArticleDOI
Critical reflection on quantitative assessment of image fusion quality
TL;DR: Zhang et al. as mentioned in this paper found that image dissimilarities are unavoidable due to the spectral coverage of different image sensors and that image fusion should integrate these disimilarities when they are representing spatial improvement.
Journal ArticleDOI
GIPC-GAN: an end-to-end gradient and intensity joint proportional constraint generative adversarial network for multi-focus image fusion
Junwu Li,Binhua Li,Yaoxi Jiang +2 more
TL;DR: Zhang et al. as mentioned in this paper proposed a new gradient-intensity joint proportional constraint generative adversarial network for multi-focus image fusion, with the name of GIPC-GAN.
References
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Journal ArticleDOI
Visual saliency detection based on multi-scale and multi-channel mean
Lang Sun,Yan Tang,Hong Zhang +2 more
TL;DR: Experimental results show that the proposed method outperforms 9 state-of-the-art methods both on the definition and accuracy of salient detection.
Journal ArticleDOI
Modification of Gradient Vector Flow Using Directional Contrast for Salient Object Detection
TL;DR: The comparative study of the proposed method for salient object detection with other state-of-the-art methods available in the literature is presented in terms of precision, recall, and F1-Score.
Journal ArticleDOI
Multi-Focus Image Fusion Based on Decision Map and Sparse Representation
TL;DR: This paper proposes an entirely new multi-focus image fusion method based on decision map and sparse representation (DMSR), and shows that the proposed method is superior to the other five fusion methods, both in terms of visual effect and quantitative evaluation.
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