A comprehensive solution for detecting events in complex surveillance videos

Y Zhu, K Zhou, M Wang, Y Zhao, Z Zhao - Multimedia Tools and …, 2019 - Springer
Event detection have long been a fundamental problem in computer vision society. Various
datasets for recognizing human events and activities have been proposed to help …

ESUR: A system for Events detection in SURveillance video

Y Wang, Y Tian, L Duan, Z Hu… - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
In this paper, we present our eSur (Event detection system on SURveillance video) system,
which is derived from TRECVID'09 surveillance tasks. Currently, eSur attempts to detect two …

A spatio-temporal deep architecture for surveillance event detection based on ConvLSTM

K Zhou, Y Zhu, Y Zhao - 2017 IEEE Visual Communications …, 2017 - ieeexplore.ieee.org
Accurate event detection in surveillance videos is one of the most challenging tasks in
computer vision since there is enormous noise produced by unwanted events. In this paper …

A unified framework with a benchmark dataset for surveillance event detection

Z Zhao, X Li, X Du, Q Chen, Y Zhao, F Su, X Chang… - Neurocomputing, 2018 - Elsevier
As an important branch of multimedia content analysis, Surveillance Event Detection (SED)
is still a quite challenging task due to high abstraction and complexity such as occlusions …

[PDF][PDF] PKU@ TRECVID2009: Single-Actor and Pair-Activity Event Detection in surveillance Video.

Z Hu, G Ye, G Jia, X Chen, K Jiang, Y Wang, Y Tian… - TRECVID, 2009 - www-nlpir.nist.gov
In this paper, we describe our eSur system and experiments performed for the surveillance
event detection task in TRECVID 2009. In the experiments, we addressed the detection …

Mmvg-inf-etrol@ trecvid 2019: Activities in extended video

X Chang, W Liu, PY Huang, C Li, F Zhu… - TREC Video …, 2019 - research.monash.edu
We propose a video analysis system detecting activities in surveillance scenarios which
wins Trecvid Activities in Extended Video (ActEV 1) challenge 2019. For detecting and …

[HTML][HTML] Event detection in surveillance videos: a review

A Karbalaie, F Abtahi, M Sjöström - Multimedia tools and applications, 2022 - Springer
Since 2008, a variety of systems have been designed to detect events in security cameras.
There are also more than a hundred journal articles and conference papers published in this …

Evaluation of low-level features for real-world surveillance event detection

Y Xian, X Rong, X Yang, Y Tian - IEEE Transactions on Circuits …, 2016 - ieeexplore.ieee.org
Event detection targets at recognizing and localizing specified spatio-temporal patterns in
videos. Most research of human activity recognition in the past decades experimented on …

An efficient and robust system for multiperson event detection in real-world indoor surveillance scenes

J Xu, S Denman, S Sridharan… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Due to the popularity of security cameras in public places, it is of interest to design an
intelligent system that can efficiently detect events automatically. This paper proposes a …

[PDF][PDF] Detecting Human Actions in Surveillance Videos.

M Yang, S Ji, W Xu, J Wang, F Lv, K Yu, Y Gong… - TRECVID, 2009 - www-nlpir.nist.gov
This notebook paper summarizes Team NEC-UIUC's approaches for TRECVid 2009
Evaluation of Surveillance Event Detection. Our submissions include two types of systems …