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Developed an image colorization pipeline utilizing Non-Local Means, Total Variation, and Wavelet Denoising for noise removal, with SIFT and ResNet backbones for feature extraction on ImageNet-1k, and enhanced spatial consistency through joint bilateral filtering and 4K upscaling via bilinear interpolation.

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Restoring Classics to 4K

Our presentation can be found here

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Developed an image colorization pipeline utilizing Non-Local Means, Total Variation, and Wavelet Denoising for noise removal, with SIFT and ResNet backbones for feature extraction on ImageNet-1k, and enhanced spatial consistency through joint bilateral filtering and 4K upscaling via bilinear interpolation.

imagenet sift upsampling colorization denosing joint-bilateral-filter resent j-invariance

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