Web: http://arxiv.org/abs/2201.10147

Jan. 26, 2022, 2:10 a.m. | Dongyu Rao, Xiao-Jun Wu, Tianyang Xu

cs.CV updates on arXiv.org arxiv.org

The end-to-end image fusion framework has achieved promising performance,
with dedicated convolutional networks aggregating the multi-modal local
appearance. However, long-range dependencies are directly neglected in existing
CNN fusion approaches, impeding balancing the entire image-level perception for
complex scenario fusion. In this paper, therefore, we propose an infrared and
visible image fusion algorithm based on a lightweight transformer module and
adversarial learning. Inspired by the global interaction power, we use the
transformer technique to learn the effective global fusion relations. In …

arxiv cv generative adversarial network network transformer

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