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Recursive Low-rank and Sparse Recovery of Surveillance Video using Compressed Sensing

Shuangjiang Li, Hairong Qi
2014 Proceedings of the International Conference on Distributed Smart Cameras - ICDSC '14  
Background on SCNs Smart Camera Networks (SCNs) have been traditionally used in surveillance and security applications, where a plural of cameras are deployed and networked with each other through wireless  ...  Motivation -A Compressed Sensing(CS) approach for SCNs object detection Multiple number of cameras with wireless connection need transmit surveillance videos to a processing center, at the same time, most  ...  Output: An estimatext ∈ R N of the original single frame xt. 1: Obtain an initial recoveryx IST from IST 2: Initializex nl ←x IST 3: Calculate nonlocal weights ω ij using Eq. (5) 4: Updatex nl ← Wx i using  ... 
doi:10.1145/2659021.2659029 dblp:conf/icdsc/LiQ14 fatcat:syohybnux5hmfeadpeka65krc4

An Intelligent Distributed Embedded System Architecture for Real-Time traffic control system

Seketa Olika Abdena, Dr Vasu Pinnti
2017 IJIREEICE  
By providing access to many views through cooperation among individual cameras, networks of embedded cameras can potentially support more complex and challenging applications-including smart rooms, surveillance  ...  ,Vehicle detection in video using Number plate location in video ,Car detection using microphone arrays, magnetic sensors and other sensors and Merging data for complex vehicle detection, calling emergency  ...  Distributed system architecture Developers can use our embedded smart cameras to implement a distributed intelligent video-surveillance (IVS) system consisting of dozens of cameras.  ... 
doi:10.17148/ijireeice.2017.5431 fatcat:w5nch4yo3nbxnbjj6o4i4q3nii

A high resolution smart camera with GigE Vision extension for surveillance applications

E. Norouznezhad, A. Bigdeli, A. Postula, B. C. Lovell
2008 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras  
Smart cameras are a key component for future intelligent surveillance systems.  ...  This paper reports on the design of a high resolution smart camera with a GigE Vision extension for automated video surveillance systems.  ...  Currently intelligent video surveillance systems use traditional cameras.  ... 
doi:10.1109/icdsc.2008.4635711 dblp:conf/icdsc/NorouznezhadBPL08 fatcat:zaucywi2wbg2zaynfkapknhfpu

Privacy Sensitive Surveillance for Assisted Living – A Smart Camera Approach [chapter]

Sven Fleck, Wolfgang Straßer
2010 Handbook of Ambient Intelligence and Smart Environments  
The source: the SmartSurv distributed network of smart cameras for automated and privacy respecting video analysis. Welcome to the future of smart surveillance!  ...  A typical casino in Las Vegas uses over 2,000 cameras [39, 11] . Over 4 million cameras are installed in the UK.  ...  Bernhard Rinner's group designed an innovative smart camera (Bramberger et al. [3] ) for distributed embedded surveillance together with ARC.  ... 
doi:10.1007/978-0-387-93808-0_37 fatcat:zjndox5t4zf23hkbgrfbo4yk4i

An Optimal Allocation of Tracking Tasks in a SW/HW Fog/Cloud Based Distributed Video Surveillance System

Ugo Sbai, CRIStAL Laboratory. University of Lille 1. Batiment M3 extension. Avenue Carl Gauss, 59655 Villeneuve d'Ascq Cedex, France, Samy Meftali, Djamel Aouali
2019 Journal of Communications  
In this paper we propose a novel and systematic approach for dynamic allocation of tasks in a video surveillance system using smart cameras and based on Cloud/Fog architecture.  ...  The proposed methods uses an integer programming model and its effectiveness is shown on an application example.  ...  DISTRIBUTED VIDEO SURVEILLANCE SYSTEM The application domain that we target in this work is distributed video surveillance using heterogeneous smart cameras.  ... 
doi:10.12720/jcm.14.2.159-163 fatcat:23qnhtkf4felzexhmyxaxwonh4

From Smart Camera to SmartHub: Embracing Cloud for Video Surveillance

Mukesh Kumar Saini, Pradeep K. Atrey, Abdulmotaleb El Saddik
2014 International Journal of Distributed Sensor Networks  
Smart cameras were conceived to provide scalable solutions to automatic video analysis applications, such as surveillance and monitoring.  ...  Since then, many algorithms and system architectures have been proposed, which use smart cameras to distribute functionality and save bandwidth.  ...  [9] Traffic surveillance, multicamera object tracking Chen and Aghajan [19] Gesture recognition using smart camera network Quaritsch et al.  ... 
doi:10.1155/2014/757845 fatcat:jivbu7lgijdlnjkupc257w3ufy

Guest Editorial Special Issue on Distributed Smart Sensing for Mobile Vision

Bir Bhanu, Brian Lovell, Andrea Prati, Faisal Qureshi
2015 IEEE Sensors Journal  
A classical application of distributed smart visual sensors is concerned with video surveillance. This Special Issue presents three papers on this specific application.  ...  and recognition for surveillance, mobile medical imaging, distributed video monitoring/retrieval, gesture recognition, etc.  ... 
doi:10.1109/jsen.2015.2413151 fatcat:lshsaqz7xfaj3pgu2sc53fq7im

S3-R1

Arun Hampapur, Yingli Tian, Lisa Brown, Jonathan Connell, Norman Haas, Max Lu, Hans Merkl, Sharat Pankanti, Andrew Senior, Chiao-Fe Shu
2004 Proceedings of the 2004 ACM SIGMM workshop on Effective telepresence - ETP '04  
Smart surveillance systems use automatic image understanding techniques to extract information from the surveillance data.  ...  The IBM smart surveillance system is one of the few advanced surveillance systems which provides not only the capability to automatically monitor a scene but also the capability to manage the surveillance  ...  INTRODUCTION Smart Surveillance is the use of automatic video analytics to enhance effectiveness of surveillance systems.  ... 
doi:10.1145/1026776.1026794 fatcat:hba2r5qmfjgjhfw7akqqxbiqty

A Cloud-Based UTOPIA Smart Video Surveillance System for Smart Cities

Chel-Sang Yoon, Hae-Sun Jung, Jong-Won Park, Hak-Geun Lee, Chang-Ho Yun, Yong Woo Lee
2020 Applied Sciences  
This paper introduces UTOPIA Smart Video Surveillance, which analyzes the big video images using MapReduce, for smart cities. We implemented the smart video surveillance in our middleware platform.  ...  Video cameras continuously feed big video data to the smart city system, and smart cities need to process the big video data as fast as it can.  ...  Acknowledgments: We give thanks to the members of the Smart City Consortium and Seoul Grid Center for their contribution to previous works.  ... 
doi:10.3390/app10186572 fatcat:cjmvnm2nanhq7d67pa4u2rcpva

Design and Impleme ntation of Smart Camera Network for Efficient Wide Area Surveillance

Soomi Yang
2014 International Journal of Energy Information and Communications  
An overwhelming amount of surveillance data is generated by smart cameras. The data contained in them if properly structured, integrated and analyzed, can induce useful context information.  ...  For efficient wide area surveillance, smart cameras should provide large observed data and many intelligent analysis functions.  ...  In such a distributed surveillance environment, surveillance devices such as smart cameras may carry heterogeneous video data, recognized feature data, analysis result data, event alarms and others with  ... 
doi:10.14257/ijeic.2014.5.1.01 fatcat:ziuoivgikzacdaqsalo3sx2xoa

A Data Verification System for CCTV Surveillance Cameras Using Blockchain Technology in Smart Cities

Prince Waqas Khan, Yung-Cheol Byun, Namje Park
2020 Electronics  
The video created by a surveillance cameras plays a crucial role in crime prevention and examinations in smart cities.  ...  It helps to discriminate fake videos from original ones and to make sure that surveillance cameras are authentic.  ...  This distributed ledger acts as a point of authentication and verification for the data and metadata of surveillance cameras. Different rules and smart contracts also run on this layer.  ... 
doi:10.3390/electronics9030484 fatcat:qn34thnrsfbbpksgfkxcstsifq

High-Level Architecture for a Single Location Surveillance Point

Tomi Raty
2007 2007 Third International Conference on Wireless and Mobile Communications (ICWMC'07)  
The Single Location Surveillance Point (SLSP) is a distributed multi-sensor surveillance software system.  ...  The security manager server can transmit information to the nomadic security personnel's smart phones over wireless networks.  ...  Smart cameras are key components of these novel surveillance systems, because they offer adequate performance for onboard video processing and distributed control.  ... 
doi:10.1109/icwmc.2007.46 fatcat:dx2a4easyzcttbxa3uoh7vojkq

An Automated Face Recognition System for Intelligence Surveillance: Smart Camera Recognizing Faces in the Crowd

Y. M. Mustafah, A. W. Azman, A. Bigdeli, B. C. Lovell
2007 2007 First ACM/IEEE International Conference on Distributed Smart Cameras  
SMART CAMERA  ...  In contrast to the manufacturing Resolution, FPGA environment, the use of smart cameras in video surveillance faces a much greater challenge due to the complexity of the 1.  ...  industrial automation recognition. is well established, whilst in the video surveillance area, the smart camera is still generally at the research and Index Terms-Smart Camera, Surveillance, High development  ... 
doi:10.1109/icdsc.2007.4357518 dblp:conf/icdsc/Mohd-MustafahABL07 fatcat:46bl4kcfinfqngsygixtsvbdci

Guest Editorial Computational and Smart Cameras

Edmund Y. Lam, Hamid Aghajan, Andrea Prati, Faisal Z. Qureshi, Vincent Tam
2013 IEEE Journal on Emerging and Selected Topics in Circuits and Systems  
He also consulted for industry in the areas of digital camera systems design and algorithms development.  ...  At Stanford University, he conducted research for the Programmable Digital Camera project in the Information Systems Laboratory.  ...  Tam served as both the Publicity and Workshop Chairs of the 6th ACM/IEEE International Conference on Distributed and Smart Cameras (ICDSC 2012).  ... 
doi:10.1109/jetcas.2013.2256971 fatcat:futg6whsjrhkda7hbrv5ksxami

Secure Video Surveillance Framework in Smart City

Hao Li, Tianhao Xiezhang, Cheng Yang, Lianbing Deng, Peng Yi
2021 Sensors  
By analyzing the surveillance video protection and the attack surface of a video surveillance system in a smart city, we constructed a secure surveillance framework in this manuscript.  ...  In the construction process of smart cities, more and more video surveillance systems have been deployed for traffic, office buildings, shopping malls, and families.  ...  Combined with the actual situation of video surveillance systems in smart cities, the CRT is used to improve the efficiency of the group key distribution.  ... 
doi:10.3390/s21134419 pmid:34203289 pmcid:PMC8271794 fatcat:2cejb3skbzabzh5kbwwgc4u22m
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