Cauchy Matrix Factorization for Tag-Based Social Image Retrieval

Cauchy Matrix Factorization for Tag-Based Social Image Retrieval

User-provided tags associated with social images are essential information for social image retrieval. Unfortunately, these tags are often imperfect to describe the visual contents, which severely degrades the performance of image retrieval. Tag relevance learning models are proposed to improve the...

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Bibliographic Details
Main Authors: Xiaoyu Du, Qiuli Liu, Zechao Li, Zhiguang Qin, Jinhui Tang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Cauchy noise
image retrieval
matrix factorization
social tags
tag relevance learning
Online Access:https://ieeexplore.ieee.org/document/8831368/

Internet

https://ieeexplore.ieee.org/document/8831368/

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