Systems | Information | Learning | Optimization
 

Image colorization and its role in visual learning

Video: https://vimeo.com/212259328 I will present our recent and ongoing work on fully automatic image colorization. Our approach exploits both low-level and semantic representations during colorization. As many scene elements naturally appear according to multimodal color distributions, we train our model to predict per-pixel color histograms. Our system achieves state-of-the-art results …