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Multiple object tracking: A literature review
Abstract Multiple Object Tracking (MOT) has gained increasing attention due to its academic
and commercial potential. Although different approaches have been proposed to tackle this …
and commercial potential. Although different approaches have been proposed to tackle this …
[HTML][HTML] Recent trends in crowd analysis: A review
When overpopulated cities face frequent crowded events like strikes, demonstrations,
parades or other sorts of people gatherings, they are confronted to multiple security issues …
parades or other sorts of people gatherings, they are confronted to multiple security issues …
Multi-target tracking using CNN-based features: CNNMTT
In this paper, we focus mainly on designing a Multi-Target Object Tracking algorithm that
would produce high-quality trajectories while maintaining low computational costs. Using …
would produce high-quality trajectories while maintaining low computational costs. Using …
Vision-based analysis of small groups in pedestrian crowds
W Ge, RT Collins, RB Ruback - IEEE transactions on pattern …, 2012 - ieeexplore.ieee.org
Building upon state-of-the-art algorithms for pedestrian detection and multi-object tracking,
and inspired by sociological models of human collective behavior, we automatically detect …
and inspired by sociological models of human collective behavior, we automatically detect …
Multi object tracking with UAVs using deep SORT and YOLOv3 RetinaNet detection framework
Over the years, object tracking and detection has emerged as one of the most important
aspects of UAV applications such as surveillance, reconnaissance, etc. In our paper, we …
aspects of UAV applications such as surveillance, reconnaissance, etc. In our paper, we …
Loveparade 2010: Automatic video analysis of a crowd disaster
On July 24, 2010, 21 people died and more than 500 were injured in a stampede at the
Loveparade, a music festival, in Duisburg, Germany. Although this tragic incident is but one …
Loveparade, a music festival, in Duisburg, Germany. Although this tragic incident is but one …
Pedestrian models for autonomous driving Part I: low-level models, from sensing to tracking
Autonomous vehicles (AVs) must share space with pedestrians, both in carriageway cases
such as cars at pedestrian crossings and off-carriageway cases such as delivery vehicles …
such as cars at pedestrian crossings and off-carriageway cases such as delivery vehicles …
Social network model for crowd anomaly detection and localization
In this work, we propose an unsupervised approach for crowd scene anomaly detection and
localization using a social network model. Using a window-based approach, a video scene …
localization using a social network model. Using a window-based approach, a video scene …
Online growing neural gas for anomaly detection in changing surveillance scenes
Anomaly detection is still a challenging task for video surveillance due to complex
environments and unpredictable human behaviors. Most existing approaches train offline …
environments and unpredictable human behaviors. Most existing approaches train offline …
Multi-camera people tracking with mixture of realistic and synthetic knowledge
This paper presents a solution for Track 1 of the AI City Challenge 2023, which involves
Multi-Camera People Tracking in indoor scenarios. The proposed framework comprises four …
Multi-Camera People Tracking in indoor scenarios. The proposed framework comprises four …