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Stable multi-target tracking in real-time surveillance video

Ben Benfold, Ian Reid
2011 CVPR 2011  
The approach is multi-threaded and combines asynchronous HOG detections with simultaneous KLT tracking and Markov-Chain Monte-Carlo Data Association (MCM-CDA) to provide guaranteed real-time tracking in  ...  We present a multi-target tracking system that is designed specifically for the provision of stable and accurate head location estimates.  ...  Method Conclusions We have described and demonstrated a scalable real-time system for obtaining stable head images from pedestrians high definition surveillance video.  ... 
doi:10.1109/cvpr.2011.5995667 dblp:conf/cvpr/BenfoldR11 fatcat:2ird3mbrrbhzpnkig5ga7cflma

Optimization of wireless video surveillance system for smart campus based on Internet of Things

Zhiqing Zhou, Heng Yu, Hesheng Shi
2020 IEEE Access  
Secondly, for the distributed wide area video surveillance system, a tracking optimization method based on multi-camera fusion is proposed.  ...  Experimental results show that the optimized video surveillance system has basically stable delay, significantly reduced packet loss rate, and smooth video playback.  ...  [28] used the method of target segmentation and matching module to perform real-time tracking of targets in video surveillance.  ... 
doi:10.1109/access.2020.3011951 fatcat:wwb4uhlqsvcczhpq5ftbr6e334

A Cross-camera Multi-face Tracking System Based on Double Triplet Networks

Guoyin Ren, Xiaoqi Lu, Yuhao Li
2021 IEEE Access  
Cross-camera face tracking is possible by transmitting facial features between cameras in real-time.  ...  The aim of this study is to track the faces of all pedestrians in the video surveillance.  ...  This real-time transformation from 2D to 3D in real-time video would greatly reduce the real-time performance of face tracking.  ... 
doi:10.1109/access.2021.3061572 fatcat:2zi3ga3ilvdp5lrnwqew65r6ai

A Survey of Multi Object Tracking and Detecting Algorithm in Real Scene use in video surveillance systems
English

Abouzar Ghasemi, C.N Ravi Kumar
2015 International Journal of Computer Trends and Technology  
This approach is multi-threaded and combines asynchronous HOG detections with simultaneous KLT tracking and Markov-Chain Monte-Carlo Data Association to provide guaranteed real-time tracking in HD video  ...  We propose a multi-target tracking system that is designed specifically for the provision of stable and accurate head location estimates.  ...  CONCLUSION We have describe and illustrated a scalable real-time system for obtaining stable head images from passengers/pedestrians HD surveillance video.  ... 
doi:10.14445/22312803/ijctt-v29p107 fatcat:lpnrut2qzzfi3irprcbx2sbdb4

ROBUST VISUAL TRACKING BASED ON SUPPORT VECTOR MACHINE AND WEIGHTED SAMPLING METHOD

Gao Xiaoxing, Liu Feng
2015 International Journal on Smart Sensing and Intelligent Systems  
The proposed target tracking algorithm in video target tracking with a variety of classic popular tracking algorithm, better able to achieve robust target tracking, but also in the infrared video, the  ...  infrared target tracking is also has the advantages of stable and accurate..  ...  Among them, the real-time target tracking and robust technology is one of the key technologies of intelligent video surveillance.  ... 
doi:10.21307/ijssis-2017-758 fatcat:tz6baifiwzakrbal6ud6mjwncq

Automatic security system for recognizing unexpected motions through video surveillance

Flavia Demarinis, Antonella Accettura, Fabio Garzia, Roberto Cusani
2014 2014 International Carnahan Conference on Security Technology (ICCST)  
Once decided the tool for tracking the motions in the videos, then obtained the arrays of x and y velocities components, it is the time to build the artificial neural networks through iterations, which  ...  Since this decrease of efficacy, it may be helpful a support system in watching and analysing the real-time or recorded scenes.  ...  The second code is known as "multi-object tracking" (18, 19 ) that allows to recognize and track objects in the video recorded by a stable camera (figures 2 and 3).  ... 
doi:10.1109/ccst.2014.6987025 dblp:conf/iccst/DemarinisAGC14 fatcat:ko5avnrgmfg27bbfxgrjjy3lt4

Research on video enhancement concentration and intelligent monitoring technology in Substation

Yuancheng Zhu, Zhipeng Lei, Xizhong Li, Wei Zheng, Deyu Song, T. Coenye, H. Huang
2020 E3S Web of Conferences  
In view of these disadvantages, this paper proposes an improved video enhancement and concentration method, which has a good effect in ensuring the video concentration ratio and the target loss rate, and  ...  out real-time warning, and has poor robustness to the bad environment.  ...  the condensed video clip, at time t, the set of target regions where the track of the k-th target k l is k t R ,after the track of each target is extracted, the set of tracks is obtained:   n l l l  ... 
doi:10.1051/e3sconf/202014502058 fatcat:u76m2tyfevedfdb7yko43pcra4

3DPeS

Davide Baltieri, Roberto Vezzani, Rita Cucchiara
2011 Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding - J-HGBU '11  
In forensics it can be adopted too, by relaxing some constraints (e.g. real time) and neglecting some information (e.g. calibration).  ...  The new assessed version of the dataset contains hundreds of video sequences of 200 people taken from a multi-camera distributed surveillance system over several days, with different light conditions;  ...  In this first step each video sequence contains only the target person or a very limited number of people.  ... 
doi:10.1145/2072572.2072590 dblp:conf/mm/BaltieriVC11 fatcat:fc5fsmmkovcpnj4bviueymcfsu

Robust Visual Multi Target Trackers: A Review

Pavan Kumar E, Manojkumar Rajgopal
2018 Indonesian Journal of Electrical Engineering and Computer Science  
<p>In this review paper, we address on the state-of-art process with visual object tracking in video surveillance, medical and military applications.  ...  In the present scenario number of algorithms and methods are used to track the object in the different scene, a robust visual object tracking remains a critical challenge.  ...  The Figure 10 shows the proposed flow diagram of novel object tracking algorithm on real-time video. Figure 10 .  ... 
doi:10.11591/ijeecs.v12.i1.pp7-16 fatcat:322burlzvvgezbucvnhvpg3v2m

PERFORMANCE EVALUTION OF VIDEO SURVEILLANCE USING METE, MELT AND NIDC TECHNIQUE

M Anto Bennet, R Srinath, D Abirami, S Thilagavathi, S Soundarya, R Yuvarani
2017 International Journal on Smart Sensing and Intelligent Systems  
By surveying existing multi-target tracking performance scores and, after discussing their limitations, the work proposes three parameter-independent measures for evaluating multi target video tracking  ...  of the track in which they occur.  ...  Video tracking can be a time consuming process due to the amount of data that is contained in video.  ... 
doi:10.21307/ijssis-2017-234 fatcat:miyurlgnsrb3blimoclpypdmaa

Real-World Re-Identification in an Airport Camera Network

Yang Li, Ziyan Wu, Srikrishna Karanam, Richard J. Radke
2014 Proceedings of the International Conference on Distributed Smart Cameras - ICDSC '14  
Human re-identification across non-overlapping fields of view is one of the fundamental problems in video surveillance.  ...  the real world.  ...  Thanks to Michael Young and Jim Spriggs for supplying the airport video data. Thanks to Deanna Beirne and Rick Moore for helping to set up and maintain the described system.  ... 
doi:10.1145/2659021.2659039 dblp:conf/icdsc/LiWKR14 fatcat:cq45j3vl3jhunfhjphfazjqc2m

Aerial surveillance vehicles augment security at shipping ports

Robert C. Huck, Muhammad K. Al Akkoumi, Samuel Cheng, James J. Sluss, Jr., Thomas L. Landers, Edward M. Carapezza
2008 Unmanned/Unattended Sensors and Sensor Networks V  
The initial investigation described in this paper demonstrates the use of unmanned aerial surveillance vehicles as a viable method for providing video surveillance of container storage yards.  ...  To augment these measures, the authors propose the use of aerial surveillance vehicles equipped with video cameras and wireless video downlinks to provide a birds-eye view of port facilities to security  ...  These layers are extracted from real-time aerial and ground video to track vehicles and pedestrians.  ... 
doi:10.1117/12.799752 fatcat:pfysqtbfnnehja4dge3knrnrfm

Disjoint Particle Filter to Track Multiple Objects in Real-time

2014 KSII Transactions on Internet and Information Systems  
Multi-target tracking is the main purpose of many video surveillance applications.  ...  Experimental results demonstrate the robustness of the proposed multi-target tracking method even in occlusion.  ...  Introduction The main goal of visual tracking for video surveillance is to track the position of multiple moving targets.  ... 
doi:10.3837/tiis.2014.05.012 fatcat:tzwixx4ryraotb7a5axolhv2xu

Applications Research of Wireless Video Transmission Technology in Security Monitoring

Tianyi Ye
2019 IOP Conference Series: Materials Science and Engineering  
The security monitoring system based on wireless video is intuitive in form and rich in content.  ...  Wireless video intelligent monitoring and control part and display and recording part are applied in many places of society.  ...  in real time.  ... 
doi:10.1088/1757-899x/569/3/032038 fatcat:wvho6kluenhsnkcn3gpy5b4lbi

Soft Biometrics Integrated Multi-target Tracking

Xiaojing Chen, Bir Bhanu
2014 2014 22nd International Conference on Pattern Recognition  
In this paper, we present a soft biometrics based appearance model for multi-target tracking in a single camera.  ...  Our goal is to "re-stitching" the adjacent tracklets that contain the same target so that robust long-term tracking results can be achieved.  ...  INTRODUCTION Multi-target tracking in real-world scenes has been extensively studied for many years, as it is an important prerequisite for many industrial applications, such as video surveillance, human-computer  ... 
doi:10.1109/icpr.2014.710 dblp:conf/icpr/ChenB14 fatcat:bdrtju7ztrggrem3hammrnh6m4
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