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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)  
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  ...  To this end, we have developed behavior based-controllers for passive and active cameras, enabling these cameras to carry out multiple observation tasks simultaneously.  ...  A noteworthy feature of the proposed system is its smart camera nodes-both passive and active, modelled as behavior-based agents-which can intelligently carry out multiple observation tasks simultaneously  ... 
doi:10.1109/avss.2011.6027311 dblp:conf/avss/StarzykQ11 fatcat:sckjatdr4vg2peuvj6h6uflagi

Issues in video analytics and surveillance systems: Research / prototyping vs. applications / user requirements

Li-Qun Xu
2007 2007 IEEE Conference on Advanced Video and Signal Based Surveillance  
The next generation video surveillance system will be a networked, intelligent, multi-camera co-operative system with integrated situation awareness of dynamic and complex scenes, be it a wide area like  ...  , providing automated solutions for realistic surveillance problems.  ...  content analysis, intelligent video analysis) technologies and the introduction of new functionalities leading to smart surveillance systems (e.g., Figure 1 ).  ... 
doi:10.1109/avss.2007.4425278 dblp:conf/avss/Xu07 fatcat:hh63ll5fkjdllgtkacs6cfwhve

Guest Editorial: Computer Vision for Smart Cameras and Camera Networks

2020 IET Computer Vision  
ISSN 1751-9632 E-First on 20th October 2020 doi: 10.1049/iet-cvi.2020.0601 www.ietdl.org Smart cameras and smart camera networks are becoming fundamental pieces for intelligent environments, from homes  ...  From smart surveillance systems composed of a multitude of smart camera nodes to small wearable cameras able to render a visual log of our daily activities, these devices interact with each other and with  ... 
doi:10.1049/iet-cvi.2020.0601 fatcat:dbxgs23nrrafhefnqsboupp6li

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  
ACM Multimedia System for Acquiring Multi-View Video. In Proc. Systems Journal, 12(3):269–283, Dec. 2006.  ...  A Robust Layered Control System for a geometric calibration of multi-camera systems. Signal Mobile Robot.  ... 
doi:10.1145/1865987.1866017 dblp:conf/icdsc/Qureshi10 fatcat:etzna4ejejdkfez33mxgigaee4

SmaCCS: Smart Camera Cloud Services - Towards an Intelligent Cloud-based Surveillance System
english

Sven Tomforde, Uwe Jänen, Jörg Hähner, Martin Hoffmann
2013 Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics  
In this position paper we propose to combine two well-known approaches in order to make Intelligent Video Surveillance applicable and affordable in small to medium-scale scenarios.  ...  The proposal includes to combine the concept of Smart Cameras, i.e. cameras equipped with local processing resources, with the ideas of Cloud Computing, i.e. the on-demand provisioning of computing and  ...  RELATED WORK Intelligent Surveillance Systems and Smart Cameras.  ... 
doi:10.5220/0004590902880293 dblp:conf/icinco/TomfordeJHH13 fatcat:mcbmsb6dlzbgbilcjrljmyw3ze

A Fog Computing Architecture with Multi-Layer for Computing-Intensive IoT Applications

Muhammad Muneeb, Kwang-Man Ko, Young-Hoon Park
2021 Applied Sciences  
The main goal of this research is to use this multi-layer fog computing platform for enhancement of data analysis system based on IoT devices in real-time.  ...  There are existing intelligence-based fog computing frameworks for IoT based applications, but research on Edge-Artificial Intelligence (Edge-AI) is still in its initial stage.  ...  The intelligent camera which detects motion and transmit the video to surveillance application.  ... 
doi:10.3390/app112411585 fatcat:q2diie4mljdidiih776qvbhizq

The AXIOM project (Agile, eXtensible, fast I/O Module)

Dimitris Theodoropoulos, Dionisis Pnevmatikatos, Carlos Alvarez, Eduard Ayguade, Javier Bueno, Antonio Filgueras, Daniel Jimenez-Gonzalez, Xavier Martorell, Nacho Navarro, Carlos Segura, Carles Fernandez, David Oro (+4 others)
2015 2015 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS)  
These systems are expected to react in real-time, provide enough computational power for the assigned tasks, consume the least possible energy for such task (energy efficiency), scale up through modularity  ...  Current solutions for providing enough computational power are mainly based on multi-or many-core architectures.  ...  We also thank the Xilinx University Program for its hardware and software donations.  ... 
doi:10.1109/samos.2015.7363684 dblp:conf/samos/TheodoropoulosP15 fatcat:rhj5wzl6rzdwdn7nzbfk22sls4

Intelligent distributed surveillance systems: a review

M. Valera, S.A. Velastin
2005 IEE Proceedings - Vision Image and Signal Processing  
The increasing need for intelligent visual surveillance in commercial, law enforcement and military applications makes automated visual surveillance systems one of the main current application domains  ...  The emphasis of this review is on discussion of the creation of intelligent distributed automated surveillance systems. The survey concludes with a discussion of possible future directions.  ...  It is not only a widearea video-based distributed system like ADVISOR (annotated digital video for intelligent surveillance and optimised retrieval) [19] , but it is also a wide-area multi-sensor distributed  ... 
doi:10.1049/ip-vis:20041147 fatcat:escl2qb3xjbzdb4s2wrqctuxau

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.  ...  The paper titled "On the Hardware/Software Design and Implementation of a High Definition Multiview Video Surveillance System" presents a prototype of a multi-view high-definition surveillance system.  ... 
doi:10.1109/jetcas.2013.2256971 fatcat:futg6whsjrhkda7hbrv5ksxami

Intelligent Parking Management System (PMS) based on Video Analytics

Neeru Mago
2017 International Journal of Advanced Research in Computer Science and Software Engineering  
In this paper, various existing Parking Management System (PMS) are reviewed and compared and an intelligent PMS based on Video Analytics is proposed.  ...  Considering all these aspects, the urgent need of promoting intelligent parking management system has arisen.  ...  Some key computer vision technologies used in multi-camera video analytical system: 1) Multi-camera calibration will map different camera views to a single coordinate system.  ... 
doi:10.23956/ijarcsse/sv7i5/0254 fatcat:uupyazlppzckhlorpnhnzi5pye

EIQIS: Toward an Event-Oriented Indexable and Queryable Intelligent Surveillance System [article]

Seyed Yahya Nikouei, Yu Chen, Alexander Aved, Erik Blasch
2018 arXiv   pre-print
In this paper, a novel event-oriented indexable and queryable intelligent surveillance (EIQIS) system is introduced leveraging the on-site edge devices to collect the information sensed in format of frames  ...  A measure of intelligence is not what is known, but is recalled, hence, future edge intelligence must provide recalled information for dynamic response.  ...  In general, a smart surveillance system includes three layers as shown in Fig. 1 .  ... 
arXiv:1807.11329v1 fatcat:vuszt24ly5eyzl4qxztmd2wr44

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

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  ...  Multi-tasking smart cameras for intelligent video surveillance systems (2013): We demonstrate a video surveillance system comprising passive and active pan/tilt/zoom (PTZ) cameras that intelligently responds  ... 
doi:10.1007/s11760-013-0484-8 fatcat:c6afzj7ffjan5pxhzv3sfmu3se

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  
It includes many video cameras to provide various kinds of services for smart cities.  ...  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.  ...  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 of a framework for combating human trafficking and kidnapping using smart objects and Internet-of-things

Akinyokun O. C, Akintola K. G, Iwasokun G. B, Angaye C. O, Arekete S. A
2018 Artificial intelligence research  
The SPS is for signal sensing via a number of workstations equipped with video camera sensors, Radio Frequency Identification Card (RFID) tags to the Global Positioning System (GPS) receivers and body  ...  This paper presents the framework of smart objects and Internet of Things (IoT) based system for achieving cost effective and time saving combat of human trafficking and kidnapping.  ...  [21] Video analytics, smart surveillance, intelligent video surveillance and intelligent analytics are resemblance nomenclature for the description of the concept for system-controlled signal analysis  ... 
doi:10.5430/air.v7n1p45 fatcat:3xedrd25hzaivapwbbdojyhyxu
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