Flexible Interactive Retrieval SysTem 2.0 for Visual Lifelog Exploration at LSC 2021

被引:3
|
作者
Hoang-Phuc Trang-Trung [1 ,2 ,3 ]
Thanh-Cong Le [1 ,2 ,3 ]
Mai-Khiem Tran [1 ,2 ,3 ]
Van-Tu Ninh [4 ]
Tu-Khiem Le [4 ]
Gurrin, Cathal [4 ]
Minh-Triet Tran [1 ,2 ,3 ]
机构
[1] Univ Sci, VNU HCM, Ho Chi Minh City, Vietnam
[2] VNU HCM, John von Neumann Inst, Ho Chi Minh City, Vietnam
[3] Vietnam Natl Univ, Ho Chi Minh City, Vietnam
[4] Dublin City Univ, Dublin, Ireland
关键词
lifelog; interactive retrieval; information system; joint embedding model; component integration;
D O I
10.1145/3463948.3469072
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With a huge collection of photos and video clips, it is essential to provide an efficient and easy-to-use system for users to retrieve moments of interest with a wide variation of query types. This motivates us to develop and upgrade our flexible interactive retrieval system for visual lifelog exploration. In this paper, we briefly introduce version 2 of our system with the following main features. Our system supports multiple modalities for interaction and query processing, including visual query by meta-data, text query and visual information matching based on a joint embedding model, scene clustering based on visual and location information, flexible temporal event navigation, and query expansion with visual examples. With the flexibility in system architecture, we expect our system can easily integrate new modules to enhance its functionalities.
引用
收藏
页码:81 / 87
页数:7
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