Memorize, Associate and Match : Embedding Enhancement via Fine-Grained Alignment for Image-Text Retrieval

Image-text retrieval aims to capture the semantic correlation between images and texts. Existing image-text retrieval methods can be roughly categorized into embedding learning paradigm and pair-wise learning paradigm. The former paradigm fails to capture the fine-grained correspondence between imag...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 05., Seite 9193-9207
Auteur principal: Li, Jiangtong (Auteur)
Autres auteurs: Liu, Liu, Niu, Li, Zhang, Liqing
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article