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...
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/ |
Similar Items
-
Modal-Dependent Retrieval Based on Mid-Level Semantic Enhancement Space
by: Shunxin Zheng, et al.
Published: (2019-01-01) -
Query Refinement into Information Retrieval Systems: An Overview
by: Mawloud Mosbah
Published: (2023-01-01) -
EFL Learners’ Perception of Task Experience Through Flow Outlook: Task Complexity and Modality in Focus
by: Leila Ghasemi, et al.
Published: (2021-06-01) -
Effect of Expansion and Reformulation of Query on Improved Precision of Retrieval Results
by: Hoda Shaker, et al.
Published: (2017-06-01) -
Literature Review of Cross-Modal Retrieval Research
by: CHEN Ning, DUAN Youxiang, SUN Qifeng
Published: (2021-08-01)