Somi Choi

Deep Edge-Aware Interactive Colorization Against Color-Bleeding Effects

Deep neural networks for automatic image colorization often suffer from the color-bleeding artifact, a problematic color spreading near the boundaries between adjacent objects. Such color-bleeding artifacts debase the reality of generated outputs, limiting the applicability of colorization models in…