FIRST - Flexible Interactive Retrieval SysTem for Visual Lifelog Exploration at LSC 2020.
2020
Lifelog can provide useful insights of our daily activities. It is essential to provide a flexible way for users to retrieve certain events
or moments of interest, corresponding to a wide variation of query
types. This motivates us to develop FIRST, a Flexible Interactive Retrieval SysTem, to help users to combine or integrate various query
components in a flexible manner to handle different query scenarios, such as visual clustering data based on color histogram, visual
similarity, GPS location, or scene attributes. We also employ personalized concept detection and image captioning to enhance image
understanding from visual lifelog data, and develop an autoencoderlike approach for query text and image feature mapping. Furthermore, we refine the user interface of the retrieval system to better
assist users in query expansion and verifying sequential events
in a flexible temporal resolution to control the navigation speed
through sequences of images.
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