A Smart Camera for Traffic Surveillance

Baran, Remigiusz; Ruść, Tomasz; Rychlik, Mariusz

doi:10.1007/978-3-319-07569-3_1

Cited by 16 publications

(8 citation statements)

References 5 publications

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“…Worldwide per capita GDP in 2016 was $10,337, up 5.7% from $9781 in 2012, and economic growth in both developed and developing countries is driving investment in video surveillance products and services. The growth of global GDP has resulted in an increase of consumer purchasing power for video surveillance products and services, and an increase in demand for security and safety related products and services, and is leading to the growth of worldwide video surveillance markets [13].…”

Section: Ip Camera Market Trendsmentioning

confidence: 99%

Design of a Symmetry Protocol for the Efficient Operation of IP Cameras in the IoT Environment

et al. 2019

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The rapid development of Internet technology and the spread of various smart devices have enabled the creation of a convenient environment used by people all around the world. It has become increasingly popular, with the technology known as the Internet of Things (IoT). However, both the development and proliferation of IoT technology have caused various problems such as personal information leakage and privacy violations due to attacks by hackers. Furthermore, countless devices are connected to the network in the sense that all things are connected to the Internet, and network attacks that have thus far been exploited in the existing PC environment are now also occurring frequently in the IoT environment. In fact, there have been many security incidents such as DDoS attacks involving the hacking of IP cameras, which are typical IoT devices, leakages of personal information and the monitoring of numerous persons without their consent. While attacks in the existing Internet environment were PC-based, we have confirmed that various smart devices used in the IoT environment—such as IP cameras and tablets—can be utilized and exploited for attacks on the network. Even though it is necessary to apply security solutions to IoT devices in order to prevent potential problems in the IoT environment, it is difficult to install and execute security solutions due to the inherent features of small devices with limited memory space and computational power in this aforementioned IoT environment, and it is also difficult to protect certificates and encryption keys due to easy physical access. Accordingly, this paper examines potential security threats in the IoT environment and proposes a security design and the development of an intelligent security framework designed to prevent them. The results of the performance evaluation of this study confirm that the proposed protocol is able to cope with various security threats in the network. Furthermore, from the perspective of energy efficiency, it was also possible to confirm that the proposed protocol is superior to other cryptographic protocols. Thus, it is expected to be effective if applied to the IoT environment.

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Section: Ip Camera Market Trendsmentioning

confidence: 99%

Design of a Symmetry Protocol for the Efficient Operation of IP Cameras in the IoT Environment

et al. 2019

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“…SIFT, SURF [2], MSER, Piecewise-linear [1], CEDD [7], CLD, EHD and SCD [5], FCHT [8], & algorithms for detecting and recognizing (e.g. using local feature descriptors listed above) different kinds of objects, content and scenes, including faces, bodies, nudity, dress color, sky, images with the Bokeh effect, landscapes or pictures with man-made structures (buildings, monuments, etc.…”

Section: Metadata Enhancement Servicesmentioning

confidence: 99%

A capable multimedia content discovery platform based on visual content analysis and intelligent data enrichment

Baran

Dziech

Zeja

2017

Multimed Tools Appl

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A new capable content discovery platform based on multimedia data enrichment is presented in this paper. The platform, known as the IMCOP system, refers to the concept of intelligent discovery and delivery of multimedia content. Relevant stateof-the-art solutions are described in detail in the background section. The overall architecture and the main components of the IMCOP system are presented next. An original concept of Complex Multimedia Objects which extend the MPEG-7 standard to hold the processed data and bind it into content related collections is introduced. Selected results of tests illustrating how the IMCOP system performs in terms of responsiveness and stability under a particular workload are reported. Finally, IMCOP's advantages in reference to other content discovery platforms are discussed and summed up.

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“…SURF features [1], Shape Context histogram, MPEG-7 visual descriptors, coefficients of Piecewise-linear transforms [24], etc. Services designated to perform visual quality evaluation are also of great importance to the IMCOP system.…”

Section: Integration With Imcop Architecturementioning

confidence: 99%

Software package for measurement of quality indicators working in no-reference model

Nawała

Leszczuk

Zajdel

et al. 2016

Multimed Tools Appl

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The key objective of No-Reference (NR) visual metrics (indicators) is to predict the end-user experience concerning remotely delivered video content. Rapidly increasing demand for easily accessible, high quality video material makes it crucial for service providers to test the user experience without the need for comparison with reference material. In this paper, we present a versatile measurement system and describe various optimisation strategies utilised to reach real-time operation. Furthermore, several calculation automation scripts are described, along with a dedicated graphical user interface, which gives a more comprehensive insight into the presented system. On top of that, we show the results of crowd-sourcing experiments used to estimate subjective threshold values for quality indicators. Additionally, integration with the IMCOP system is introduced.

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A Smart Camera for Traffic Surveillance

Cited by 16 publications

References 5 publications

Design of a Symmetry Protocol for the Efficient Operation of IP Cameras in the IoT Environment

Design of a Symmetry Protocol for the Efficient Operation of IP Cameras in the IoT Environment

A capable multimedia content discovery platform based on visual content analysis and intelligent data enrichment

Software package for measurement of quality indicators working in no-reference model

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