2025
Texture and noise dual adaptation for infrared image super-resolution
Huang Y, Miyazaki T, Liu X, Dong Y, Omachi S. Texture and noise dual adaptation for infrared image super-resolution. Pattern Recognition 2025, 163: 111449. DOI: 10.1016/j.patcog.2025.111449.Peer-Reviewed Original ResearchTexture detailsAdversarial lossSuper-resolutionInfrared image super-resolutionVisible imagesImage super-resolutionState-of-the-artIR image qualityVisible light imagesAdversarial trainingExtraction branchUpsampling factorsBlurring artifactsImage processingModel adaptationAdaptive approachSpatial domainImage qualityNoiseInnovation frameworkLight imagesNoise transferDual adaptationImagesTexture distribution
2024
Learn from orientation prior for radiograph super-resolution: Orientation operator transformer
Huang Y, Miyazaki T, Liu X, Jiang K, Tang Z, Omachi S. Learn from orientation prior for radiograph super-resolution: Orientation operator transformer. Computer Methods And Programs In Biomedicine 2024, 245: 108000. PMID: 38237449, DOI: 10.1016/j.cmpb.2023.108000.Peer-Reviewed Original ResearchConceptsSingle-image super-resolutionSuper-resolutionFusion strategyMulti-scale feature fusion strategyImage super-resolution taskEffective latent representationsSuper-resolution taskFeature fusion strategyOperational transformationImage enhancement fieldSecond-best performanceLatent representationDenoised mapsUpsampling factorsOrientation operatorObjective metricsColor spaceImaging pipelineHigh-resolution radiographic imagesReceptive fieldsImage qualityExperimental resultsImaging fieldModel performanceImages
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