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xingchenzhang / Visible-infrared-image-fusion-based-on-deep-learning

Deep learning-based methods for visible and infrared image fusion
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One of the earliest paper for VIF in deep learning #1

Closed zzowenzz closed 10 months ago

zzowenzz commented 11 months ago

Hi @xingchenzhang, really appreciate your review paper on PAMI. May I ask that why don't you view DenseFuse, which published on TIP 2018 as one of the earliest papers using deep learning in VIF? It is one year earlier than the one using NSST and deep Boltzmann machine in 2019.

xingchenzhang commented 10 months ago

Hi @xingchenzhang, really appreciate your review paper on PAMI. May I ask that why don't you view DenseFuse, which published on TIP 2018 as one of the earliest papers using deep learning in VIF? It is one year earlier than the one using NSST and deep Boltzmann machine in 2019.

Hi,

Thank you for your comment.

Yes, DenseFuse is a very early work in this field, but the paper "Visible and infrared image fusion using NSST and deep Boltzmann machine" by Wei Wu et al. (https://www.sciencedirect.com/science/article/pii/S0030402617315073) was published earlier than DenseFuse.

Best wishes, Xingchen

zzowenzz commented 10 months ago

Hi @xingchenzhang, thanks for your reply. I looked at this paper, and it seems that this one is using NSST to extract features at different scales with different directions and DBM to select the coefficients.