Person-level action recognition in complex events via TSD-TSM networks

Person-level action recognition in complex events via TSD-TSM networks

The task of person-level action recognition in complex events aims to densely detect pedestrians and individually predict their actions from surveillance videos. In this paper, we present a simple yet efficient pipeline for this task, referred to as TSD-TSM networks. Firstly, we adopt the TSD detect...

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Bibliographic Details
Main Authors: HAO, Yanbin, LIU, Zi-Niu, ZHANG, Hao, ZHU, Bin, CHEN, Jingjing, JIANG, Yu-Gang, NGO, Chong-wah
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2020
Subjects:
complex events
human action recognition
pedestrian detection
Databases and Information Systems
Graphics and Human Computer Interfaces
Online Access:https://ink.library.smu.edu.sg/sis_research/6503
https://ink.library.smu.edu.sg/context/sis_research/article/7506/viewcontent/3394171.3416276.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/6503
https://ink.library.smu.edu.sg/context/sis_research/article/7506/viewcontent/3394171.3416276.pdf

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