Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol
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DOI: 10.1109/access.2019.2961789
Abstract: The Online Action Detection (OAD) problem needs to be revisited. Unlike traditional offline action detection approaches, where the evaluation metrics are clear and well established, in the OAD setting we find very few works and… read more here.
Keywords: action detection; evaluation; protocol; online action ... See more keywords
EdgeOAR: Real-Time Online Action Recognition on Edge Devices
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DOI: 10.1109/tmc.2025.3591188
Abstract: This paper addresses the challenges of Online Action Recognition (OAR), a framework that involves instantaneous analysis and classification of behaviors in video streams. OAR must operate under stringent latency constraints, making it an indispensable component… read more here.
Keywords: action recognition; edge devices; online action; edge ... See more keywords
HCM: Online Action Detection With Hard Video Clip Mining
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DOI: 10.1109/tmm.2023.3313258
Abstract: Online action detection plays a vital role in video action understanding and can be widely used in various video analysis applications. This task aims to detect actions at the current moment within long untrimmed video… read more here.
Keywords: detection; clip mining; video; action detection ... See more keywords