Manga FaceNet
2017-06-05ICMR '17: Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval 2017Code Available0· sign in to hype
Wei-Ta Chu, Wei-Wei Li
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Abstract
Among various elements of manga, character’s face plays one of the most important role in access and retrieval. We propose a DNNbased method to do manga face detection, which is a challenging but relatively unexplored topic. Given a manga page, we rst nd candidate regions based on the selective search scheme. A deep neural network is then proposed to detect manga faces of various appearance. We evaluate the proposed method based on a large-scale benchmark, and show performance comparison and convincing evaluation results that have rarely done before.