Image fusionStatic/dynamic filterFiltering algorithmsSaliency mapsMulti-focus image fusion is the activity of synthesizing multiple images of different focusing settings to construct a fully focused image. Many of the latest methods for image fusion rarely consider the structural differences between the ...
In the fusion stage, a trained encoder is used to encode the fused image. Then, the encoded feature map is cross-subtracted with the original feature map using a Gaussian smoothing filter template with a size of \(11 \times 11\) and guided filtering processing to obtain the corresponding ed...
In image fusion, multi-scale transformation based on Gauss decomposition is a classical fusion framework. Generally, Gaussian pyramid is obtained by computing the source images with repeated Gaussian filtering and downsampling. In a traditional Gaussian pyramid, each level is blurred only once by the...
Kang, "Fast multi-exposure image fusion with median filter and recursive filter", IEEE Trans. Consum. Electron., vol. 58, no. 2, pp. 626-632, May 2012. 12.S. Li, X. Kang and J. Hu, "Image fusion with guided filtering", IEEE Trans. Image Process., vol. 22, no. 7, pp. ...
Image fusion based on com- plex-shearlet domain with guided filtering[J]. Multidimensional Systems and Signal Processing, 2017, 28(1): 207-224S. Liu, M. Shi, Z. Zhu et al., "Image fusion based on complex-shearlet domain with guided filtering," Multidimensional Systems and Signal Processing...
Image fusion is famous as an alternative solution to generate one high-quality image from multiple images in addition to image restoration from a single degraded image. The essence of image fusion is to integrate complementary information or best parts f
Image fusion with guided filtering. IEEE Transactions on Image processing, 22(7):2864–2875, 2013. [11] Jiayi Ma, Chen Chen, Chang Li, and Jun Huang. Infrared and visible image fusion via gradient transfer and total variation minimization. Information Fusion, 31:100–109, 2016. [12] ...
[13] X. Qiu, M. Li, L. Zhang, and X. Yuan, “Guided filterbased multi-focus image fusion through focus region detection,” Signal Processing: Image Communication, vol. 72, pp. 35–46, 2019. [14] S. Li, X. Kang, and J. Hu. Image fusion with guided filtering. IEEE Transactions...
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Medical image fusion based on quasi-cross bilateral filtering 2023, Biomedical Signal Processing and Control Citation Excerpt : To further evaluate the fused image, we also used objective evaluation indicators to provide a more convincing objective evaluation. The evaluation indicators included entropy (EN...