Sentiment-oriented metric learning for text-to-image retrieval

• Main Authors: TRUONG, Quoc Tuan, LAUW, Hady W.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Text-to-image retrieval; Cross-modal retrieval; Metric learning; Sentiment orientation; Databases and Information Systems; Data Science; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/5951; https://ink.library.smu.edu.sg/context/sis_research/article/6954/viewcontent/ecir21.pdf
• Institution: Singapore Management University

In this era of multimedia Web, text-to-image retrieval is a critical function of search engines and visually-oriented online platforms. Traditionally, the task primarily deals with matching a text query with the most relevant images available in the corpus. To an increasing extent, the Web also feat...