Task-Dependent and Query-Dependent Subspace Learning for Cross-Modal Retrieval

Most existing cross-modal retrieval approaches learn the same couple of projection matrices for different sub-retrieval tasks (such as, image retrieves text and text retrieves image) and various queries. They ignore the important fact that, different sub-retrieval tasks and queries have unique chara...

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Bibliographic Details
Main Authors: Li Wang, Lei Zhu, En Yu, Jiande Sun, Huaxiang Zhang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8352779/