• 한국항행학회논문지
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• 제22권6호
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• pp.670-674
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• 2018

최근 댓글 / 텍스트, 이미지, 비디오, 블로그 및 사용자 경험을 포함한 소셜네트워크서비스(SNS) 데이터에는 다양한 고객의 추천 시스템을 구축하고 비즈니스 분석가에게 통찰력 있는 데이터 / 결과를 제공하는데 사용할 수 있는 많은 정보가 포함되어 있다. 멀티미디어 데이터, 특히 이미지 및 비디오와 같은 시각적 데이터는 SNS 데이터 중에서도 특정(문화권) 지역을 반영할 수 있는 가장 풍부한 데이터이며, 문화적 가치 및 관심사는 전반적으로 데이터의 많은 부분을 차지하고 있다. 이러한 방대한 데이터로부터 원하는 데이터를 지능적으로 추출하고, 엄청난 양의 데이터를 마이닝 하려면 보다 효율적이고 지능적인 데이터 분석 방법이 필요하다. 따라서 본 논문의 목적은 이러한 데이터를 모델링하고, 색인하고, 검색하는 방법에 대해 제안하고자 한다.

• 한국철도학회:학술대회논문집
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• 한국철도학회 2008년도 추계학술대회 논문집
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• pp.1145-1150
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• 2008

In this paper, We studied efficient design of wireless transmission system for unified data transmission in a subway and railway. It is increased that need of broadband multimedia service to make useful environment for user and to support the operation of railway system. High bandwidth is better if we need more services. But, high bandwidth requires more cost at tunnel of subway. More bandwidth make receive sensitivity to bad. So it need more wireless Station. We deduced best bandwidth of subway wireless transmission system reflecting the cost of installation and efficiency of system. Consequently, we decide efficient service model of broadband wireless system at a subway. Subway broadband wireless transmission system is tested in this year, and it is to be extended to province subway. Cost of subway broadband wireless transmission system is saved, because the system can be efficiently designed. Therefore, the effectiveness is expected to be very big.

• 한국멀티미디어학회논문지
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• 제18권5호
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• pp.652-662
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• 2015

It is necessary to develop small, implantable bio-telemetry systems which can measure and transmit patients' bio-signals from internal body to external receiver. When measuring bio-signals, like electrical bio-signals, acoustic bio-signal measurement has also a big clinical usefulness. But, sound signal has larger frequency bandwidth than any other bio-signals. When considering these issues, a wireless telemetry system which has rapid data transmission rate proportional to wide frequency bandwidth is necessary to be developed. The bluetooth module is used to overcome the data rate limitation caused by the large frequency bandwidth. In this paper, a novel multimedia bluetooth biotelemetry system was developed which consists of transmitter module located in the body and receiver device located outside of the body. The transmitter consists of microphone, bluetooth, and wireless charging device. And the receiver consists of bluetooth and codec system. The sound inside the skin is captured by microphone and sent to receiver by bluetooth while charging. The wireless charging system constantly supplies the electric power to the system. To verify the performance of the developed system, an in vitro experiment has been performed. The results show that the proposed biotelemetry system has ability to acquire the sound signals under the skin.

• 융합정보논문지
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• 제8권5호
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• pp.107-113
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• 2018

IT 기술 중 빅 데이터와 인터넷 기술이 급속하게 발달함에 따라 중요 데이터를 USB와 같은 외부 저장장치에 저장하지 않고도 인터넷이 연결되어 있는 곳이면 어디든지 클라우드 환경에 저장된 데이터를 사용할 수 있는 환경으로 바뀌어 가고 있다. 그러나, 클라우드 환경에서 처리되는 데이터가 손쉽게 일반 사용자들이 처리할 수 있는 환경으로 바꿔가면서 사용자의 프라이버시 정보에 대한 보호의 중요성이 점점 증가하고 있다. 본 논문에서는 클라우드 환경에서 사용되는 정보를 제3자에게 노출시키지 않으면서 사용자의 서비스 질을 향상시킬 수 있는 관리 모델을 제안한다. 제안 모델은 다양한 클라우드 환경에서 처리되고 있는 데이터들 중에서 사용자의 프라이버시 정보를 제3자가 악의적으로 처리하지 못하도록 사용자 그룹을 가상의 환경으로 그룹핑한 후 identity 속성과 접근제어 정책을 블록 체인으로 처리한다. 특히, 클라우드 환경에서 처리되는 데이터의 처리 효율성에 대한 성능을 향상시키기 위해서 개인 정보와 계산 집약적인 암호 정책은 오프 체인에서 실행하도록 하였다.

• 한국컴퓨터정보학회:학술대회논문집
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• 한국컴퓨터정보학회 2010년도 제42차 하계학술발표논문집 18권2호
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• pp.173-179
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• 2010

현재 통신 시스템은 무선화와 멀티미디어화의 두 방향으로 진행되고 있으며 이전 시스템에 비해 커다란 전송 용량을 요구하고 있다. 이러한 상황에서 통신 서비스는 서로 다른 전송률과 특징을 가지는 두 개의 다른 서비스 형태로 존재한다. 예를 들어 음성/비디오 서비스는 약간의 오류를 허용하나 실시간 전송이 돼야 하고, 데이터는 실시간성은 떨어지나 하나의 비트 오류라도 재전송을 해야 한다. 음성/데이터 혼합 트래픽의 갑작스러운 증가에 대해 오류가 허용되는 실시간 음성/영상 데이터에 대해 우선 전송하고 지연이 허용되는 일반 데이터는 BER이 낮아진 후에 전송하면 높은 쓰루풋을 갖게 될 것이다. 이 논문에서는 비동기 unslotted ALOHA CDMA 시스템을 가정하여 이 시스템에 대해 혼합된 음성/영상 및 컴퓨터 데이터가 전송될 때 트래픽 용량의 계산식을 유도하였으며 그 결과를 제시하였다. 이를 이용하면 시스템의 트래픽 분석과 변화하는 트래픽에 대해 이론적 해석이 쉬워지리라 본다.

• 한국멀티미디어학회논문지
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• 제20권8호
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• pp.1282-1290
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• 2017

Since the mitigation of fear of crime significantly enhances the consumptions in a city, studies focusing on urban safety analysis have received much attention as means of revitalizing the local economy. In addition, with the development of computer vision and machine learning technologies, efficient and automated analysis methods have been developed. Previous studies have used global features to predict the safety of cities, yet this method has limited ability in accurately predicting abstract information such as safety assessments. Therefore we used a Convolutional Context Neural Network (CCNN) that considered "context" as a decision criterion to accurately predict safety of cities. CCNN model is constructed by combining a stacked auto encoder with a fully connected network to find the context and use it in the CNN model to predict the score. We analyzed the RMSE and correlation of SVR, Alexnet, and Sharing models to compare with the performance of CCNN model. Our results indicate that our model has much better RMSE and Pearson/Spearman correlation coefficient.

• 한국멀티미디어학회논문지
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• 제21권8호
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• pp.991-1001
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• 2018

In the context of the 4th Industrial Revolution, IoT, Big Data, and VR are rapidly emerging as core sectors of future industries. In particular, the VR has been under the limelight as a new media content appealing to new generation. And the VR user is not merely a 'spectator', but the 'actor'. In other words, the newness of VR is not in the 'more likely representation of the virtual reality', but in the 'making it act more virtual (more technically, 'interactive')' in the virtual world. In this paper, we examine the VR cinema in terms of film composition unit, montage, cinematic space, mise-en-$sc{\grave{e}}ne$ and perspective. The VR cinema, which is in the early stage of evolution, is basically based on $360^{\circ}$ image that strengthens the autonomy of the audience's point of view, but other factors like haptic or sonic immersion are becoming increasingly important. In addition, the VR cinema will be combined with AR, MR, SR, and Interactive technologies, and will expand its horizon as it is produced in various forms. Therefore, it is expected that more detailed viewpoint will be applied in the subsequent study on VR cinema.

• 한국멀티미디어학회논문지
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• 제11권1호
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• pp.96-105
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• 2008

디지털 미디어의 도입은 21세기를 데이터베이스 패러다임의 시대로 바꾸어놓았고 데이터베이스 패러다임은 애니메이션의 제작과정과 산업에 큰 변화를 불러일으켰다. 본래 애니메이션은 모든 이미지들을 새롭게 생성해야하는 특징을 가지고 있지만 디지털 기술의 도입으로 애니메이션을 위해 한번 제작된 이미지들은 데이터베이스 시스템에 원본 그대로 저장하게 되었고, 영구 보존된 데이터들은 변형과 합성을 통해 손쉽게 새로운 이미지들을 생성하게 되었다. 즉 디지털 애니메이션은 데이터베이스 시스템을 활용함으로써 무한 판본 생성의 시대를 맞이하며 효율성과 경제성을 추구하게 된 것이다. 이에 본 논문에서는 데이터베이스의 활용이 디지털 애니메이션의 창작기술을 어떻게 변화시켰는지를 구체적인 사례를 통해 살펴보고 그 의미와 함께 차세대 애니메이션의 미래를 전망해보고자 한다.

• Journal of Multimedia Information System
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• 제6권3호
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• pp.139-146
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• 2019

This paper, wireless internet such as Wi-Fi has a vulnerability to security. Blockchain also means a 'Ledger' in which transaction information that occurs on a public or private network is encrypted and shared among the network participants. Blockchain maintains information integrity by making it impossible for a particular node to tamper with information arbitrarily, a feature that would result in changes in the overall blockchain hash value if any one transaction information that constitutes a block was changed. The complete sharing of information through a peer-to-peer network will also cripple hacking attempts from outside, targeting specialized nodes, and prepare for the "single point of failure" risk of the entire system being shut down. Due to the value of these Blockchain, various types of Blockchain are emerging, and related technology development efforts are also actively underway. Various business models such as public block chains such as Bitcoin, as well as private block chains that allow only certain authorized nodes to participate, or consortium block chains operated by a select few licensed groups, are being utilized. In terms of technological evolution, Blockchain also shows the potential to grow beyond cryptocurrency into an online platform that allows all kinds of transactions with the advent of 'Smart Contract'. By using Blockchain technology, the company makes suggestions to overcome the vulnerability of wireless Internet.

• Journal of Multimedia Information System
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• 제9권1호
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• pp.11-20
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• 2022

In this paper, we have recently created self-driving cars and self-parking systems in human-friendly cars that can provide high safety and high convenience functions by recognizing the internal and external situations of automobiles in real time by incorporating next-generation electronics, information communication, and function control technologies. And with the development of connected cars, the ITS (Intelligent Transportation Systems) market is expected to grow rapidly. Intelligent Transportation System (ITS) is an intelligent transportation system that incorporates technologies such as electronics, information, communication, and control into the transportation system, and aims to implement a next-generation transportation system suitable for the information society. By combining the technologies of connected cars and Internet of Things with software features and operating systems, future cars will serve as a service platform to connect the surrounding infrastructure on their own. This study creates a research methodology based on the Enhanced Security Model in Self-Driving Cars model. As for the types of attacks, Availability Attack, Man in the Middle Attack, Imperial Password Use, and Use Inclusive Access Control attack defense methodology are used. Along with the commercialization of 5G, various service models using advanced technologies such as autonomous vehicles, traffic information sharing systems using IoT, and AI-based mobility services are also appearing, and the growth of smart transportation is accelerating. Therefore, research was conducted to defend against hacking based on vulnerabilities of smart cars based on artificial intelligence blockchain.