Happy to share the latest result of our Artificial Intelligence Lab. Recod.ai ( http://Recod.ai ) here at the Instituto de Computação – Unicamp in collaboration with Lucas David , Zanoni Dias (Coordinator of our AI/Data Science Course Mineração de Dados Complexos ) and Helio Pedrini .
How can we leverage AI solutions to authentication Vincent van Gogh’s Work?
In this work, we employ Deep-Learning strategies to identify and classify art-related digital artifacts. Firstly, van Gogh paintings are used to explore and reﬁne strategies capable of discriminating the brushstroke pattern of van Gogh. In a second phase, we collect two new sets and demonstrate that our solution generalizes well to painting recaptures with varying resolution, sizes, and sources; while performing fairly well against unseen high-resolution scans of paintings. Finally, we propose a strategy for painting authentication that combines answers for multiple recaptures.
The work will be presented this week at the 19th International Conference on Computer Analysis of Images and Patterns (CAIP) in Cyprus.