SOTAVerified

Infrared image super-resolution

Aims at upsampling the IR image and create the high resolution image with help of a low resolution image.

Papers

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Showing 1–10 of 11 papers

TitleStatusHype
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-ResolutionCode2
Contourlet Refinement Gate Framework for Thermal Spectrum Distribution Regularized Infrared Image Super-ResolutionCode2
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation ModelCode2
Infrared Image Super-Resolution via Transfer Learning and PSRGANCode1
Infrared Image Super-Resolution: Systematic Review, and Future TrendsCode1
LKFormer: Large Kernel Transformer for Infrared Image Super-ResolutionCode1
Texture and Noise Dual Adaptation for Infrared Image Super-ResolutionCode0
Infrared Image Super-Resolution via GAN—0
Infrared Image Super-Resolution via Lightweight Information Split Network—0
Multi-Scale Feature Fusion using Channel Transformers for Guided Thermal Image Super Resolution—0
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All datasetsresults-Aresults-C

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PSRGANAverage PSNR33.13—Unverified
#ModelMetricClaimedVerifiedStatus
1PSRGANAverage PSNR33.86—Unverified