Tree-augmented cross-modal encoding for complex-query video retrieval

• Main Authors: YANG, Xun, DONG, Jianfeng, CAO, Yixin, WANG, Xun, WANG, Meng, CHUA, Tat-Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Multimedia retrieval; Video Search; Natural Language Understanding; Latent Tree Structure; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/7460; https://ink.library.smu.edu.sg/context/sis_research/article/8463/viewcontent/3397271.3401151.pdf
• Institution: Singapore Management University

The rapid growth of user-generated videos on the Internet has intensified the need for text-based video retrieval systems. Traditional methods mainly favor the concept-based paradigm on retrieval with simple queries, which are usually ineffective for complex queries that carry far more complex seman...