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He Zewei's Projects

1d-gf icon 1d-gf

Code for paper: Y. Cao, M. Y. Yang, and C. Tisse, “Effective Strip Noise Removal for Low-textured Infrared Images Based on 1D Guided Filtering,” IEEE Trans. Circuits Syst. Video Technol., vol. 26, no. 12, pp. 2176–2188, 2016.

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

camixersr icon camixersr

CAMixerSR: Only Details Need More “Attention” (CVPR 2024)

cdn_mrf icon cdn_mrf

Testing code for CDN_MRF: Z. He, S. Tang, J. Yang, Y. Cao, M. Y. Yang, and Y. Cao, “Cascaded Deep Networks with Multiple Receptive Fields for Infrared Image Super-Resolution,” IEEE Trans. Circuits Syst. Video Technol., 2018. (Accepted)

csfm-model-re-implementation-unofficial icon csfm-model-re-implementation-unofficial

unofficial re-implementation for Y. Hu, J. Li, Y. Huang, and X. Gao, “Channel-Wise and Spatial Feature Modulation Network for Single Image Super-Resolution,” IEEE Trans. Circuits Syst. Video Technol., vol. 30, no. 11, pp. 3911–3927, Nov. 2020.

dls-nuc icon dls-nuc

Testing code for "Zewei He, Yanpeng Cao, Yafei Dong, Jiangxin Yang, Yanlong Cao, and Christel-Löic Tisse, "Single-image-based nonuniformity correction of uncooled long-wave infrared detectors: a deep-learning approach," Appl. Opt. 57, D155-D164 (2018)"

drsformer icon drsformer

Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)

iml-vit icon iml-vit

Official repository of paper “IML-ViT: Benchmarking Image manipulation localization by Vision Transformer”

promptir icon promptir

PromptIR: Prompting for All-in-One Blind Image Restoration

pttd-dehazing icon pttd-dehazing

Official implementation of "Prompt-based test-time real image dehazing: a novel pipeline".

restormer icon restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

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