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Thermal-to-visible Face Recognition on Carl (1/subject gallery)

56.33Rank-1 AccuracyDeep Perceptual Mapping
30.766837.403444.0450.6766Feb 10, 2020

Evaluation results

MethodLinks
Deep Perceptual Mapping2020.0256.33
Model with Up Convolution + DoG FilterUpsampling Method=Up Convolution, Alignment=Yes, Preprocessing=DoG Filter2020.0248
Model with Up Convolution + DoG FilterUpsampling Method=Up Convolution, Alignment=No, Preprocessing=DoG Filter2020.0246.8
Model with Up ConvolutionUpsampling Method=Up Convolution, Alignment=Yes, Preprocessing=None2020.0243.75
Model with Bilinear UpsampleUpsampling Method=Bilinear, Alignment=Yes, Preprocessing=None2020.0242
Model with Up ConvolutionUpsampling Method=Up Convolution, Alignment=No, Preprocessing=None2020.0241
Model with Bilinear UpsampleUpsampling Method=Bilinear, Alignment=No, Preprocessing=None2020.0240.2
Partial Least Squares2020.0231.75