Reinforcement learning enhanced PicHunter for interactive search

• Main Authors: MA, Zhixin, WU, Jiaxin, LOO, Weixiong, NGO, Chong-wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Reinforcement learning; Bayesian method; Relevance feedback; Interactive video retrieval; Artificial Intelligence and Robotics; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/7819; https://ink.library.smu.edu.sg/context/sis_research/article/8822/viewcontent/MMM_23___Reinforcement_Learning_Enhanced_PicHunter_for_Interactive_Search.pdf
• Institution: Singapore Management University

With the tremendous increase in video data size, search performance could be impacted significantly. Specifically, in an interactive system, a real-time system allows a user to browse, search and refine a query. Without a speedy system quickly, the main ingredient to engage a user to stay focused, a...