Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals
Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals
Hashing has been widely applied to multimodal retrieval on large-scale multimedia data due to its efficiency in computation and storage. In this article, we propose a novel deep semantic multimodal hashing network (DSMHN) for scalable image-text and video-text retrieval. The proposed deep hashing framework leverages 2-D convolutional neural networks (CNN) …