A scalable and elastic cloud-assisted publish/subscribe model for IPTV video surveillance system

Hassan, Mohammad Mehedi; Hossain, M. Shamim; Abdullah-Al-Wadud, M.; Al-Mudaihesh, Tsaheel; Alyahya, Sultan; Alghamdi, Abdullah

doi:10.1007/s10586-015-0476-2

Cited by 19 publications

(3 citation statements)

References 24 publications

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“…Complete solutions need to provide for integration of network infrastructure design and installation to keep up with the demands of multimedia data produced by surveillance peripheral. Some of advanced system designs are based on several areas such as wireless solution [210]- [216] cloud infrastructure solutionn [183], [186], [187], [217]- [220], sensor improvement [4], [108], [124], [212], protocol enhancement [111], [159], [181], [188], [221], [222]. Figure 5 shows numbers of research focus on network infrastructure improvement.…”

Section: G the Most Influential Network Rchitecturementioning

confidence: 99%

A Systematic Review of Intelligence Video Surveillance: Trends, Techniques, Frameworks, and Datasets

Shidik¹,

Noersasongko²,

Nugraha³

et al. 2019

IEEE Access

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Video surveillance systems obtain a great interest as application-oriented studies that have been growing rapidly in the past decade. The most recent studies attempt to integrate computer vision, image processing, and artificial intelligence capabilities into video surveillance applications. Although there are so many achievements in the acquisition of datasets, methods, and frameworks published, there are not many papers that can provide a comprehensive picture of the current state of video surveillance system research. This paper provides a comprehensive and systematic review on the literature from various video surveillance system studies published from 2010 through 2019. Within a selected study extraction process, 220 journal-based publications were identified and analyzed to illustrate the research trends, datasets, methods, and frameworks used in the field of video surveillance, to provide an in-depth explanation about research trends that many topics raised by researchers as a focus in their researches, to provide references on public datasets that are often used by researchers as a comparison and a means of developing a test method, and to give accounts on the improvement and integration of network infrastructure design to meet the demand for multimedia data. In the end of this paper, several opportunities and challenges related to researches in the video surveillance system are mentioned.INDEX TERMS Artificial intelligence, cloud video surveillance, intelligent video surveillance, video surveillance framework.This study is conducted as follows: the methodology of the study is presented in Section 2. The outcomes and answers to the research questions are then discussed in Section 3. Finally, the study is summarized in the last section.

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Section: G the Most Influential Network Rchitecturementioning

confidence: 99%

A Systematic Review of Intelligence Video Surveillance: Trends, Techniques, Frameworks, and Datasets

Shidik¹,

Noersasongko²,

Nugraha³

et al. 2019

IEEE Access

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“…En (Bramberger, 2006) se introduce un esquema distribuido basado en una red de procesadores con cámaras, que permite descentralizar el trabajo, pero se ve limitado en el tipo de cámaras soportadas. Si bien en trabajos como (Lin, 2012) y (Hassan, 2015) se utiliza la nube para resolver la escalabilidad de la plataforma, estos están orientados únicamente al procesamiento de video, descartando la integración de otros tipos de señales.…”

Section: Estado Del Arteunclassified

Plataforma abierta de gestión de cámaras IP y aplicaciones móviles para la seguridad civil ciudadana

D‘Amato

Dominguez

Perez

et al. 2016

RISTI

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Resumen: La inseguridad es un problema que afecta en mayor o menor medida a todas las ciudades del mundo. Las ciudades más informatizadas hacen uso de la video-vigilancia para combatirla, montando en muchos de los casos centros de monitoreo con cientos de cámaras. En su mayoría, estos centros cuentan con grupos de personas para realizar la tarea de observación, sin embargo, este método no es suficiente y los organismos públicos deben lidiar un reclamo social por mayor transparencia y eficiencia en el accionar ante un delito. En este contexto, es que surge el presente proyecto, una plataforma de administración de cámaras y sensores, para apoyar a la gestión integral de la seguridad. Esta plataforma complementa técnicas de análisis automatizado de video, junto con una API para registrar eventos de tipo alarmas o alertas por parte de la ciudadanía y permitir el acceso a otras entidades (policía, bomberos, organizaciones vecinales) a ciertos recursos (los videos). Toda la información se centraliza en un sistema georreferenciado, en una arquitectura abierta y escalable, organizado en diferentes capas de información, con un sistema de organización de roles de accesos. Se presenta una discusión de la estructura ideada, de los algoritmos utilizados para el seguimiento, problemas propios que se suceden en este tipo de sistemas y los resultados preliminares obtenidos.Palabras-clave: Seguridad, Survillance, Plataforma abierta, Gobierno Digital. Open platform managing IP cameras and mobile applications for civil securityAbstract: Insecurity is a problem affecting many cities in the world. Most developed cities are using video surveillance systems to fight crime, mounting huge monitoring centers with hundreds of cameras. Many of these centers have people observing cameras in order to detect suspicious situations. However, this is not enough and public governments must deal with a social demand for more transparency and efficiency in actions against crime. In this context, a camera and

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“…Data publish-subscribe system [1, 2] is an appropriate mode for data users to receive data for interest. Cloud server, owing to considerable resources on storage and calculation, has been proven to be the most applicable platform for this service [3–5].…”

Section: Introductionmentioning

confidence: 99%

Improving the proof of “Privacy-preserving attribute-keyword based data publish-subscribe service on cloud platforms”

Wang

Zhang

et al. 2019

PLoS ONE

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Most recently, Kan Yang et al. proposed an attribute-keyword based encryption scheme for data publish-subscribe service(AKPS), which is highly useful for cloud storage scenario. Unfortunately, we discover that there is a flaw in the security proof of indistinguishability of the tag and trapdoor against chosen keyword attack under the Bilinear Diffie-Hellman (BDH) assumption. As the security proof is a key component for a cryptographic scheme, based on the Decisional Diffie-Hellman (DDH) assumption, we improve the security proof method and give a new security proof of the AKPS scheme for indistinguishability of the tag and trapdoor in our proposal, which is more rigorous than the original one. Furthermore, we also demonstrate that the AKPS scheme is secure against data Replayable Chosen Ciphertext Attack (RCCA).

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A scalable and elastic cloud-assisted publish/subscribe model for IPTV video surveillance system

Cited by 19 publications

References 24 publications

A Systematic Review of Intelligence Video Surveillance: Trends, Techniques, Frameworks, and Datasets

A Systematic Review of Intelligence Video Surveillance: Trends, Techniques, Frameworks, and Datasets

Plataforma abierta de gestión de cámaras IP y aplicaciones móviles para la seguridad civil ciudadana

Improving the proof of “Privacy-preserving attribute-keyword based data publish-subscribe service on cloud platforms”

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