Search Results for author: Shouyu Wang

Found 4 papers, 2 papers with code

Registration-Free Hybrid Learning Empowers Simple Multimodal Imaging System for High-quality Fusion Detection

no code implementations7 Jul 2023 Yinghan Guan, Haoran Dai, Zekuan Yu, Shouyu Wang, Yuanjie Gu

Multimodal fusion detection always places high demands on the imaging system and image pre-processing, while either a high-quality pre-registration system or image registration processing is costly.

Image Registration

Physics Driven Deep Retinex Fusion for Adaptive Infrared and Visible Image Fusion

1 code implementation6 Dec 2021 Yuanjie Gu, Zhibo Xiao, Yinghan Guan, Haoran Dai, Cheng Liu, Liang Xue, Shouyu Wang

In this study, we show that, the structures of generative networks capture a great deal of image feature priors, and then these priors are sufficient to reconstruct high-quality fused super-resolution result using only low-resolution inputs.

Image Super-Resolution Infrared And Visible Image Fusion +1

Deep Fusion Prior for Plenoptic Super-Resolution All-in-Focus Imaging

1 code implementation12 Oct 2021 Yuanjie Gu, Yinghan Guan, Zhibo Xiao, Haoran Dai, Cheng Liu, Shouyu Wang

Multi-focus image fusion (MFIF) and super-resolution (SR) are the inverse problem of imaging model, purposes of MFIF and SR are obtaining all-in-focus and high-resolution 2D mapping of targets.

Blind Super-Resolution Image Super-Resolution

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