In this study, we propose a method of cross-media retrieval based on global representation and local representation. We constructed a cross-media two-level ...

Jan 28, 2020 · This paper mainly studies the problem of image-text matching in order to make image and text better match. Existing cross-media retrieval

This paper proposes a trademark retrieval algorithm combining the image global features and local features. Firstly, extract pseudo Zernike moments of the ...

Jan 20, 2020 · This paper mainly studies the problem of image-text matching in order to make image and text better match. Existing cross-media retrieval ...

(Access2020_GSLS) Combining Global and Local Similarity for Cross-Media Retrieval. ... (SoMeT2021_LGSGM) A Deep Local and Global Scene-Graph Matching for Image- ...

Apr 21, 2022 · DREA not only filters out redundant features with high similarity, but also obtains more powerful local features by enhancing the features of ...

An innovative two-level alignment approach was introduced to segregate and then amalgamate the global and local depictions of paired images and texts.

Self-supervised adversarial hashing networks for cross-modal... LiZ. et al. Combining global and local similarity for cross-media retrieval. IEEE Access.

Jun 15, 2023 · Equipped with a two-stage inference method based on the mixed global and local cross-modal similarity, the proposed method achieves state-of ...

This allows for direct comparison between items of various modalities: positive instances are drawn closer together, while negative ones are distanced apart.