Query-Driven Video Summarization for Long Video Footage Analysis Using Faster-RCNN and Determinantal Point Processes

With ever growing volume of video content, video summarization becomes crucial for efficiently condensing lengthy videos into informative representations. This paper introduces a novel approach for video summarization by combining object identification with Determinantal Point Processes (DPP). Objec...

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Bibliographic Details

Published in:	Procedia computer science Vol. 258; pp. 3989 - 3999
Main Authors:	Bhute, Maitrey M., Tare, Sanskar S., S, Sridhar Raj
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2025
Subjects:	Determinantal Point Process Faster R-CNN Object Detection Query-Based personalization Video Summarization Object Detection Video Summarization Query-Based personalization Determinantal Point Process Faster R-CNN
ISSN:	1877-0509, 1877-0509
Online Access:	Get full text
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