Cross-Modal Retrieval with Discriminative Dual-Path CNN

ADVANCES IN MULTIMEDIA INFORMATION PROCESSING, PT III, pp. 384-394, 2018.

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Keywords:
Cross-modal retrievalConvolutional neural networkIntra-modalInter-modalEmbedding space

Abstract:

Cross-modal retrieval aims at searching semantically similar examples in one modality by using a query from another modality. Its typical applications including image-based text retrieval (IBTR) and text-based image retrieval (TBIR). Due to the rapid growth of multimodal data and the success of deep learning, cross-modal retrieval has rec...More

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