The rapid evolution of deep neural networks has transformed motion picture restoration. Traditional frame-by-frame cloning and manual painting are now supplemented—and in some cases replaced—by temporal optical flow inpainting networks.
Temporal Consistency & Artifact Prevention
While machine learning models can process 4K scan sequences up to 50 times faster than human artists, careful oversight is required to preventhallucinated details or smoothing of original silver halide grain structure.