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Pik-Fix: Automated Old Photo Restoration by liun71743 is a document available to read on EtoBox.

What is Pik-Fix: Automated Old Photo Restoration about?

This document presents Pik-Fix, a deep learning framework for restoring and colorizing old, degraded photos. Pik-Fix consists of three modules: 1) a restoration sub-network that repairs photo degradations like cracks and fading, 2) a similarity network that performs color matching using color histograms, and 3) a colorization subnet that predicts chroma elements conditioned on reference images. The authors also created a new dataset of real aged photos paired with expert-restored versions to aid in training

Author

liun71743

Language

EN