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Erschienen in:
2020 | OriginalPaper | Buchkapitel
An Interactive Video Search Platform for Multi-modal Retrieval with Advanced Concepts
verfasst von : Nguyen-Khang Le, Dieu-Hien Nguyen, Minh-Triet Tran
Erschienen in: MultiMedia Modeling
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Abstract
The previous version of our retrieval system has shown some significant results in some retrieval tasks such as Lifelog’s moment retrieval tasks. In this paper, we adapt our platform to the Video Browser Showdown’s KIS and AVS tasks and present how our system performs in video search tasks. In addition to the smart features in our retrieval system that take advantage of the provided analysis data, we enhance the data with object color detection by employing Mask R-CNN and clustering. In this version of our search system, we try to extract the location information of the entities appearing in the videos and aim to exploit the spatial relationship between these entities. We also focus on designing efficient user interaction and a high-performance way to transfer data in the system to minimize the retrieval time.