Specialized image descriptors for signboard photographs classification

Abstract

© Springer Nature Switzerland AG 2020. We propose several types of advertising sign photo descriptors that are useful for images classification. We also collected a dataset of commercial building facade photographs grouped by a type of provided services in order to perform comparison between different classification methods. Finally we performed comparison between methods based on the proposed descriptor usage and combined advertising sign classifier and obtained better performance using our system.