• Title/Summary/Keyword: Multimedia Architecture

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Human Motion Recognition Based on Spatio-temporal Convolutional Neural Network

  • Hu, Zeyuan;Park, Sange-yun;Lee, Eung-Joo
    • Journal of Korea Multimedia Society
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    • v.23 no.8
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    • pp.977-985
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    • 2020
  • Aiming at the problem of complex feature extraction and low accuracy in human action recognition, this paper proposed a network structure combining batch normalization algorithm with GoogLeNet network model. Applying Batch Normalization idea in the field of image classification to action recognition field, it improved the algorithm by normalizing the network input training sample by mini-batch. For convolutional network, RGB image was the spatial input, and stacked optical flows was the temporal input. Then, it fused the spatio-temporal networks to get the final action recognition result. It trained and evaluated the architecture on the standard video actions benchmarks of UCF101 and HMDB51, which achieved the accuracy of 93.42% and 67.82%. The results show that the improved convolutional neural network has a significant improvement in improving the recognition rate and has obvious advantages in action recognition.

A Comparison of Guided Missile Simulations Between EADSIM and SADM in Composite Combat Mission Planning Simulation Environments

  • Kim, Jingyu
    • Journal of Korea Multimedia Society
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    • v.23 no.8
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    • pp.1066-1074
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    • 2020
  • High Level Architecture/Run-Time Infrastructure (HLA/RTI) is used to connect individual simulators on networks in order to interoperate heterogeneous simulators. In defense domain, Ship Air Defense Model (SADM) and Extended Air Defense Simulation (EADSIM) are two of most advanced simulation tools. To interoperate these SADM and EADSIM, this paper attempts to use HLA/RTI that helps to support a Composite Combat Mission Planning Simulation Environment (CCMPSE). The CCMPSE allows us to analyze a group of simulations for comprehensive and accurate experiments. For the first time, this paper analyzes guided missile simulations in EADSIM and SADM by comparing related simulation models in their parameters and considerations. It presents characteristics of these models in view of guided missile simulation perspectives. For the contributions of this paper, it provides insights to select guided missiles between SADM and EADSIM on the CCMPSE according to specific simulation purposes.

Dynamic Resource Allocation and Scheduling for Cloud-Based Virtual Content Delivery Networks

  • Um, Tai-Won;Lee, Hyunwoo;Ryu, Won;Choi, Jun Kyun
    • ETRI Journal
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    • v.36 no.2
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    • pp.197-205
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    • 2014
  • This paper proposes a novel framework for virtual content delivery networks (CDNs) based on cloud computing. The proposed framework aims to provide multimedia content delivery services customized for content providers by sharing virtual machines (VMs) in the Infrastructure-as-a-Service cloud, while fulfilling the service level agreement. Furthermore, it supports elastic virtual CDN services, which enables the capabilities of VMs to be scaled to encompass the dynamically changing resource demand of the aggregated virtual CDN services. For this, we provide the system architecture and relevant operations for the virtual CDNs and evaluate the performance based on a simulation.

VLSI Design of Cryptographic Processor for Triple DES and DES Encryption Algorithm (3중 DES와 DES 암호 알고리즘용 암호 프로세서와 VLSI 설계)

  • 정진욱;최병윤
    • Proceedings of the Korea Multimedia Society Conference
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    • 2000.04a
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    • pp.117-120
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    • 2000
  • This paper describe VLSL design of crytographic processor which can execute triple DES and DES encryption algorithm. To satisfy flexible architecture and area-efficient structure, the processor has 1 unrolled loop structure without pipeline and can support four standard mode, such as ECB, CBC, CFB, and OFB modes. To reduce overhead of key computation , the key precomputation technique is used. Also to eliminate increase of processing time due to data input and output time, background I/O techniques is used which data input and output operation execute in parallel with encryption operation of cryptographic processor. The cryptographic processor is implemented using Altera EPF10K40RC208-4 devices and has peak performance of about 75 Mbps under 20 Mhz ECB DES mode and 25 Mbps uder 20 Mhz triple DES mode.

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Special Memory Design for Graphics (그래픽스 전용 메모리 설계)

  • 김성진;문상호
    • Journal of Korea Multimedia Society
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    • v.2 no.1
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    • pp.80-88
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    • 1999
  • In this paper, we propose a Special Memory for Graphics(SMGRA) which accelerates memory access time for graphics operations. The SMGRA has a rectangular array memory architecture which has already proposed by Whelan to process pixels in the rectangle area simultaneously, but the SMGRA should improve address decoding time and reduce the number of address pins by using address multiplexing scheme. The SMGRA has a Z-value comparator in the DRAM which is to convert read-modify-write Z buffer into single-write only operation that improves approximately 50% frame buffer access bandwidth.

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Adaptive ARQ Method for Enhancements of LTE MAC Protocol

  • Jung, Yonghak;Kwon, Youngmi
    • Journal of Korea Multimedia Society
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    • v.19 no.12
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    • pp.1992-1999
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    • 2016
  • In layered communication architecture, each layer is designed to service its own functions to higher layer while getting serviced by lower layer. Usually layered architectures are not optimized in a total view of whole services and functions. So cross layer design pursues performance enhancements by optimizing in various ways. In LTE, MAC layer uses HARQ mechanism and RLC layer uses ARQ mechanism for retransmission. According to the 3GPP 36.331 specification, two layers' cooperation may not happen in an optimized way. This paper suggests an adaptive MAC layer approach which RLC layer's function might be initiated in MAC layer in advance to utilize MAC layer's idling wasting time for RLC layer's next decision. This adaptive ARQ method in MAC layer speeds up the next retransmission and reduces the overall transmission time. Emulation shows the improved performance in total retransmission time and retransmission success ratio. In wireless shadow area, the retransmission occurs frequently. Our approach has strong points in this poor wireless condition.

Cinematic Time and Space in Maya Deren's Films: 'Artificial Reality' (마야 데렌의 영화적 시간과 공간: '인위적 리얼리티')

  • Huh, Eunhee
    • Journal of Korea Multimedia Society
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    • v.21 no.10
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    • pp.1211-1220
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    • 2018
  • Maya Deren is well known as the 'mother' of the American avant-garde films by her first short, Meshes of the Afternoon (1943). One of the major contributions of Maya Deren's theoretical body of work to the visibility was the invention of a new vocabulary for independent film-making such as 'film-poems', and 'choreo-cinema'. To create experimental film forms, she chose poetry, dance, architecture and music as a metaphor to describe her images. On the top of these arts, Maya uses camera works and editing system to achieve an 'artificial reality' whose character is miraculous in that living whole, in order to help the audience to experience a protagonist's psychological journey.

FTTH FOR APARTMENT COMPLEXES USING CWDM-PON SYSTEM (공동주택에 대한 FTTH OSP 구축과 CWDM-PON 을 이용한 서비스 제공)

  • Kim, Bo-Gyum;Koh, Seok-Bong
    • 한국정보통신설비학회:학술대회논문집
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    • 2007.08a
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    • pp.289-292
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    • 2007
  • FTTH (Fiber to the Home) is constructed with optical devices and optical cables from central office (CO) to subscribers. With FTTH, it is possible to provide service platform in order to meet the customers' emerging demands for more bandwidth/security and diverse IP multimedia applications including high definition (HD) video streaming service. FTTH can provide enough bandwidth from 100Mbps to several Gbps per subscriber. It is also most appropriate network architecture for convergence of communication and broadcasting. So, FTTH is thought the final destination of telecom operators, since it is the fastest and most reliable solution so far and various IP multimedia services are possible through it. In this paper, newly attempted technologies of FTTH construction for apartment complexes using CWDM-PON system are discussed.

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A Study on the e-Business Agent Oriented Component Based Development Specification (ebA-CBD 명세에 관한 연구)

  • 신호준;김행곤
    • Proceedings of the Korea Multimedia Society Conference
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    • 2002.11b
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    • pp.396-399
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    • 2002
  • 현재의 컴포넌트기반 개발(CBD:Component Based Development)을 통한 비즈니스 영역의 개발과 응용에 많은 연구가 진행되고 있다. 기업이나 조직은 분산환경을 통한 비즈니스 기능의 확대와 통합을 빠르고 효과적인 방법을 요구하고 있다. 에이전트는 분산환경의 유연한 서비스를 제공하고, 컴포넌트 기술은 개발의 효율성을 보장함으로써 이러한 요구를 해결할 수 있다. 본 논문에서는 비즈니스 영역에 대한 에이전트의 효과적인 개발과 적용을 위해 e-비즈니스 에이전트지향 컴포넌트기반 개발 프로세스(ebA-CBD:e-business Agent oriented Component Based Development)를 통해 ebA의 명세와 ebA 개발을 위한 컴포넌트 명세를 제안한다. 특히, e-비즈니스 에이전트의 식별과 명세를 위해 ebA-CBD 매트릭스, ebA Architecture Model과 ebA-Spec.을 제시하며, 사례를 통해 명세의 이해성 및 사용성을 제공하고자 한다.

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An Implementation of Traffic Management System for Internet QoS Guarantee (인터넷 품질 수준 측정을 위한 품질 관리시스템 구현)

  • 김진규;이순흠
    • Journal of Korea Multimedia Society
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    • v.7 no.3
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    • pp.399-407
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    • 2004
  • As the number of IP-users are increasing, it is getting so important for service providers to check the state of the current Internet and their service quality by measuring the traffic quality. We describe a general concept of measurement architecture and internet QoS (Quality of Service) parameters, and we review measurement tools. To meet these requirements, we design and implement the Internet traffic management system.

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