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A distributed camera system for multi-resolution surveillance

Nicola Bellotto, Eric Sommerlade, Ben Benfold, Charles Bibby, Ian Reid, Daniel Roth, Carles Fernandez, Luc Van Gool, Jordi Gonzalez
2009 2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC)  
We describe an architecture for a multi-camera, multi-resolution surveillance system.  ...  Experiments demonstrate the effectiveness of our approach and its feasibility to multi-camera systems for intelligent surveillance.  ...  To this end we describe an architecture for a multi-camera, multiresolution surveillance system.  ... 
doi:10.1109/icdsc.2009.5289413 dblp:conf/icdsc/BellottoSBBRRTGS09 fatcat:zvhpco554fd2tc3ld43c3myghu

On the design and implementation of a high definition multi-view intelligent video surveillance system

S. Zhang, S. C. Chan, R. D. Qiu, K. T. Ng, Y. S. Hung, W. Lu
2012 2012 IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC 2012)  
This paper proposes a distributed architecture for high definition (HD) multi-view video surveillance system.  ...  Experimental results show that our distributed system can support real-time video applications with high definition resolution.  ...  A survey of early works in intelligent distributed surveillance systems can be found in [1] .  ... 
doi:10.1109/icspcc.2012.6335739 fatcat:cdv7brkkarg45dmdln64ql7zsu

Multimedia surveillance systems

Rita Cucchiara
2005 Proceedings of the third ACM international workshop on Video surveillance & sensor networks - VSSN '05  
explore multi-resolution views with zooming and omnidirectional cameras.  ...  New solutions can be devised to enlarge the view of traditional surveillance systems by means of distributed architectures with fixed and active cameras, to enhance their view with other sensed data, to  ...  are exploring larger dimensions: distributed video surveillance systems, heterogeneous video surveillance systems (with fixed, PTZ, and active cameras), multi-spectral camera systems, systems with multi-media  ... 
doi:10.1145/1099396.1099399 fatcat:cjiugucdrffsdo77ahy54ode2m

Multi-tasking smart cameras for intelligent video surveillance systems

Wiktor Starzyk, Faisal Z. Qureshi
2011 2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)  
The research presented herein is a step towards video surveillance systems-consisting of a heterogeneous set of sensors-that provide persistent coverage of large spaces, while optimizing surveillance data  ...  We demonstrate a video surveillance systemcomprising passive and active pan/tilt/zoom (PTZ) cameras-that intelligently responds to scene complexity, automatically capturing higher resolution video when  ...  In this paper, we present a novel video surveillance system comprising passive and active cameras.  ... 
doi:10.1109/avss.2011.6027311 dblp:conf/avss/StarzykQ11 fatcat:sckjatdr4vg2peuvj6h6uflagi

Scalable Decision-Theoretic Coordination and Control for Real-time Active Multi-Camera Surveillance

Prabhu Natarajan, Trong Nghia Hoang, Yongkang Wong, Kian Hsiang Low, Mohan Kankanhalli
2014 Proceedings of the International Conference on Distributed Smart Cameras - ICDSC '14  
This paper presents an overview of our novel decision-theoretic multi-agent approach for controlling and coordinating multiple active cameras in surveillance.  ...  In this approach, a surveillance task is modeled as a stochastic optimization problem, where the active cameras are controlled and coordinated to achieve the desired surveillance goal in presence of uncertainties  ...  For example, [6] developed a surveillance system know as FLYSPEC system that converts the user selected region of interest in the wide-view cameras into the corresponding PTZ control signals and sends  ... 
doi:10.1145/2659021.2659042 dblp:conf/icdsc/NatarajanHWLK14 fatcat:gt3xnvttvvdkxfer2vke5a7ig4

Collaborative sensing via local negotiations in ad hoc networks of smart cameras

Faisal Z. Qureshi
2010 Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras - ICDSC '10  
Pedersini, A. Sarti, and S. Tubaro. Accurate and simple [1] R. A. Brooks. A Robust Layered Control System for a geometric calibration of multi-camera systems.  ...  ACM Multimedia System for Acquiring Multi-View Video. In Proc. Systems Journal, 12(3):269–283, Dec. 2006.  ... 
doi:10.1145/1865987.1866017 dblp:conf/icdsc/Qureshi10 fatcat:etzna4ejejdkfez33mxgigaee4

Dual camera intelligent sensor for high definition 360 degrees surveillance

G. Scotti, L. Marcenaro, C. Coelho, F. Selvaggi, C.S. Regazzoni
2005 IEE Proceedings - Vision Image and Signal Processing  
A novel integrated multi-camera video-sensor (panoramic scene analysis -PSA) system is proposed for surveillance applications.  ...  In addition a co-operative strategy was developed for the selection of the object to be tracked by the PTZ sensor in the case of multiple targets.  ...  Scotti has been funded under a grant by County of Genoa and ELSAG Spa.  ... 
doi:10.1049/ip-vis:20041302 fatcat:jtd7dtjp5jbz5f4rwyj6grzvn4

Distributed multi-target tracking in a self-configuring camera network

Cristian Soto, Bi Song, Amit K. Roy-Chowdhury
2009 2009 IEEE Conference on Computer Vision and Pattern Recognition  
Combining these ideas with single-view analysis, we have a completely distributed approach for multi-target tracking and camera network self-configuration.  ...  For tracking the targets as they move through the area covered by the cameras, we propose a special application of the distributed estimation algorithm known as Kalman-Consensus filter through which each  ...  A camera control framework based on game theoretical ideas allowed for viewing some targets at a high resolution while keeping the entire area under surveillance covered at an acceptable resolution.  ... 
doi:10.1109/cvpr.2009.5206773 dblp:conf/cvpr/SotoSC09 fatcat:77hxnz6x4vdbvhk55m5jtov5j4

Distributed multi-target tracking in a self-configuring camera network

C. Soto, Bi Song, A.K. Roy-Chowdhury
2009 2009 IEEE Conference on Computer Vision and Pattern Recognition  
Combining these ideas with single-view analysis, we have a completely distributed approach for multi-target tracking and camera network self-configuration.  ...  For tracking the targets as they move through the area covered by the cameras, we propose a special application of the distributed estimation algorithm known as Kalman-Consensus filter through which each  ...  A camera control framework based on game theoretical ideas allowed for viewing some targets at a high resolution while keeping the entire area under surveillance covered at an acceptable resolution.  ... 
doi:10.1109/cvprw.2009.5206773 fatcat:jmywyr7t6fdmnc53ihmah6vddu

Dynamic Bayesian Network for Unconstrained Face Recognition in Surveillance Camera Networks

Le An, Mehran Kafai, Bir Bhanu
2013 IEEE Journal on Emerging and Selected Topics in Circuits and Systems  
In addition, multiple cameras are usually distributed in a camera network and different cameras often capture a subject in different views.  ...  The demand for robust face recognition in real-world surveillance cameras is increasing due to the needs of practical applications such as security and surveillance.  ...  ACKNOWLEDGMENT The authors would like to thank National ICT Australia Limited (NICTA) for providing the ChokePoint dataset.  ... 
doi:10.1109/jetcas.2013.2256752 fatcat:5xzabthqlferzhwc2xiai4dpwa

Semi-supervised intelligent surveillance system for secure environments

C. Fookes, S. Denman, R. Lakemond, D. Ryan, S. Sridharan, M. Piccardi
2010 2010 IEEE International Symposium on Industrial Electronics  
This paper proposes a semi-supervised intelligent visual surveillance system to exploit the information from multicamera networks for the monitoring of people and vehicles.  ...  Modules are proposed to perform critical surveillance tasks including: the management and calibration of cameras within a multi-camera network; tracking of objects across multiple views; recognition of  ...  distributed cameras within a synergetic and automated fashion.  ... 
doi:10.1109/isie.2010.5636922 fatcat:hsuepfx5evbmvir5zv2726jo3e

Post Event Investigation of Multi-stream Video Data Utilizing Hadoop Cluster

Jyoti Parsola, Durgaprasad Gangodkar, Ankush Mittal
2018 International Journal of Electrical and Computer Engineering (IJECE)  
<p>Rapid advancement in technology and in-expensive camera has raised the necessity of monitoring systems for surveillance applications.  ...  As a result data acquired from numerous cameras deployed for surveillance is tremendous. When an event is triggered then, manually investigating such a massive data is a complex task.  ...  The motive behind is to establish an intelligent visual surveillance system and reinstate the traditional surveillance system due to deployment of multiple cameras for continuous monitoring.  ... 
doi:10.11591/ijece.v8i6.pp5089-5097 fatcat:36hep2xfxrgy5jae5oanq53yhe

Game-theoretic surveillance over arbitrary floor plan using a video camera network

Zongjie Tu, Prabir Bhattacharya
2013 Signal, Image and Video Processing  
Object detection and tracking are two fundamental tasks in multi -camera surveillance. This paper proposes a framework for achieving these tasks in a no overlapping multiple camera net work.  ...  It employs a Gaussian mixture (GM) representation of the state and noise densities and a novel direct density simplifying algorithm for avoiding the exponential complexity growth of conventional Kalman  ...  Visual object detection and tracking are important components of video analytics (VA) in multi-camera surveillance. We have developed a system for achieving these tasks in a multi-camera network.  ... 
doi:10.1007/s11760-013-0484-8 fatcat:c6afzj7ffjan5pxhzv3sfmu3se

Literature Survey on Multi-Camera System and Its Application

Adeshina Sirajdin Olagoke, Haidi Ibrahim, Soo Siang Teoh
2020 IEEE Access  
It described a real-time multi-camerabased vehicle tracking system for tunnel surveillance.  ...  In this type of scenario, the cameras in a multi-camera system are distributed across a wide area coverage.  ... 
doi:10.1109/access.2020.3024568 fatcat:j4lupf5ftzflbhvubbv7ppvdh4

A video analysis framework for surveillance system

Nikom Suvonvorn
2008 2008 IEEE 10th Workshop on Multimedia Signal Processing  
an on-line video processing for surveillance system is a very challenging problem.  ...  In this paper we propose a flexible/efficient video analysis framework for surveillance system which is a component-based architecture.  ...  We propose here a novel component-based framework of on-line video processing for surveillance system designed to work independently with camera devices and network infrastructure.  ... 
doi:10.1109/mmsp.2008.4665195 dblp:conf/mmsp/Suvonvorn08 fatcat:dghmqbyaefegblzjdd2i23n4bi
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