期刊
IEEE TRANSACTIONS ON IMAGE PROCESSING
卷 26, 期 3, 页码 1076-1088出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIP.2016.2633863
关键词
Discrete wavelet transforms; image fusion; HVS
资金
- EPSRC Platform [EP/M000885/1]
- EPSRC [EP/M000885/1] Funding Source: UKRI
- Engineering and Physical Sciences Research Council [EP/M000885/1] Funding Source: researchfish
A perceptual image fusion method is proposed that employs explicit luminance and contrast masking models. These models are combined to give the perceptual importance of each coefficient produced by the dual-tree complex wavelet transform of each input image. This combined model of perceptual importance is used to select which coefficients are retained and furthermore to determine how to present the retained information in the most effective way. This paper is the first to give a principled approach to image fusion from a perceptual perspective. Furthermore, the proposed method is shown to give improved quantitative and qualitative results compared with previously developed methods.
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