• Title/Summary/Keyword: 임베디드 멀티미디어

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Accuracy Improvement of Pig Detection using Image Processing and Deep Learning Techniques on an Embedded Board (임베디드 보드에서 영상 처리 및 딥러닝 기법을 혼용한 돼지 탐지 정확도 개선)

  • Yu, Seunghyun;Son, Seungwook;Ahn, Hanse;Lee, Sejun;Baek, Hwapyeong;Chung, Yongwha;Park, Daihee
    • Journal of Korea Multimedia Society
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    • v.25 no.4
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    • pp.583-599
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    • 2022
  • Although the object detection accuracy with a single image has been significantly improved with the advance of deep learning techniques, the detection accuracy for pig monitoring is challenged by occlusion problems due to a complex structure of a pig room such as food facility. These detection difficulties with a single image can be mitigated by using a video data. In this research, we propose a method in pig detection for video monitoring environment with a static camera. That is, by using both image processing and deep learning techniques, we can recognize a complex structure of a pig room and this information of the pig room can be utilized for improving the detection accuracy of pigs in the monitored pig room. Furthermore, we reduce the execution time overhead by applying a pruning technique for real-time video monitoring on an embedded board. Based on the experiment results with a video data set obtained from a commercial pig farm, we confirmed that the pigs could be detected more accurately in real-time, even on an embedded board.

Design and Implementation of Multipoint VoIP using End-point Mixing Model (단말혼합 방법을 이용하는 다자간 VoIP의 설계 및 구현)

  • Lee, Sung-Min;Lee, Keon-Bae
    • Journal of Korea Multimedia Society
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    • v.10 no.3
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    • pp.335-347
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    • 2007
  • VoIP (Voice over IP) is a technology to transport video and voice traffic over IP networks such as Internet. Today, the VoIP technology is viewed as the right choice for providing voice, video, and data communication among various terminals over the next generation network. This paper discusses a multipoint VoIP implementation with end-point mixing model which can support multipoint conference without a conference bridge. The multipoint VoIP is implemented with SIP (Session Initiation Protocol), and supports STUN (Simple Traversal of UDP Through NATs) since it works in an asymmetric NAT (Network Address Translator) environment. The characteristics of this paper are as follows. It is possible that all terminals in the hierarchical conference don't receive the duplicated media information because we use the end-point mixing model with the new media processing module. And, the paper solves the problem that the hierarchical conference session should be separated into several sessions when a mixing terminal terminates the hierarchical conference session.

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A Partial Access Mechanism on a Register for Low-cost Embedded Multimedia ASIP (저비용 내장형 멀티미디어 프로세서를 위한 분할 레지스터 접근 구조)

  • Joe, Min-Young;Jeong, Ha-Young;Lee, Yong-Surk
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.45 no.9
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    • pp.50-56
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    • 2008
  • In this paper, we propose a partial access mechanism for low cost multimedia processors. Due to the cost increase of adding the SIMD register files and the execution blocks, we experience difficulties applying the SIMD instructions to low cost multimedia embedded processors. The proposed mechanism has the advantages of decreasing the cost burden of the additional hardware and enhancing total performance of the SIMD operation. We designed the ASIP in which the mechanism is applied and compared the latency of the SIMD operation regarding the use of instruction sets in the DSP benchmark. Then, we analyzed the total performance enhancement and the reduction in area burden by synthesizing the ASIP using 0.25um TSMC CMOS technology. As a result, there are approximately a 38% of performance increase and a 13.4% of area increase according to the proposed mechanism simulation.

Soft Real-time Capabilities and Communication Performance Evaluation in Qplus for Multimedia Streaming Service (멀티미디어 스트리밍 서비스에 대한 QPLUS의 연성 실시간 및 통신 성능 평가)

  • Lee, GowangLo;Bae, ByeongMin;Lee, InHan;Kim, MinJung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.05a
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    • pp.301-304
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    • 2013
  • In this paper, to improve the fast boot and soft real-time for the responsiveness in Qplus with relative evaluation rather than an absolute evaluation using validated to perform the services actually used. Qplus is included soft real-time, fast booting, and file system technology. There is a development board that mounted on an embedded Linux and Qplus. AV (Audio / Video) group communications is ported on the development board for soft real-time multimedia streaming services and to evaluate the performance of communication. We performed three major evaluation such as booting time measurement experiment, own performance measurement experiments for soft real-time measurement experiment, and performance measurement experiments for via the network communication performance evaluation. They are a practical Qplus performance evaluation and analysis.

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An Embedded System Design of Collusion Attack Prevention for Multimedia Content Protection on Ubiquitous Network Environment (유비쿼터스 네트워크 환경의 멀티미디어 콘텐츠 보호를 위한 공모공격 방지 임베디드 시스템 설계)

  • Rhee, Kang-Hyeon
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.47 no.1
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    • pp.15-21
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    • 2010
  • This paper proposes the multimedia fingerprinting code insertion algorithm when video content is distributed in P2P environment, and designs the collusion codebook SRP(Small RISC Processor) embedded system for the collusion attack prevention. In the implemented system, it is detecting the fingerprinting code inserted in the video content of the client user in which it requests an upload to the web server and in which if it is certified content then transmitted to the streaming server then the implemented system allowed to distribute in P2P network. On the contrary, if it detects the collusion code, than the implemented system blocks to transmit the video content to the streaming server and discontinues to distribute in P2P network. And also it traces the colluders who generate the collusion code and participates in the collusion attack. The collusion code of the averaging attack is generated with 10% of BIBD code v. Based on the generated collusion code, the codebook is designed. As a result, when the insert quantity of the fingerprinting code is 0.15% upper in bitplane 0~3 of the Y(luminance) element of I-frame at the video compression of ASF for a streaming service and MP4 for an offline offer of video content, the correlation coefficient of the inserted original code and the detected code is above 0.15. At the correlation coefficient is above 0.1 then the detection ratio of the collusion code is 38%, and is above 0.2 then the trace ratio of the colluder is 20%.

A Performance Evaluation of Parallel Color Conversion based on the Thread Number on Multi-core Systems (멀티코어 시스템에서 쓰레드 수에 따른 병렬 색변환 성능 검증)

  • Kim, Cheong Ghil
    • Journal of Satellite, Information and Communications
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    • v.9 no.4
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    • pp.73-76
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    • 2014
  • With the increasing popularity of multi-core processors, they have been adopted even in embedded systems. Under this circumstance many multimedia applications can be parallelized on multi-core platforms because they usually require heavy computations and extensive memory accesses. This paper proposes an efficient thread-level parallel implementation for color space conversion on multi-core CPU. Thread-level parallelism has been becoming very useful parallel processing paradigm especially on shared memory computing systems. In this work, it is exploited by allocating different input pixels to each thread for concurrent loop executions. For the performance evaluation, this paper evaluate the performace improvements for color conversion on multi-core processors based on the processing speed comparison between its serial implementation and parallel ones. The results shows that thread-level parallel implementations show the overall similar ratios of performance improvements regardless of different multi-cores.

Motion Estimation and Mode Decision Algorithm for Very Low-complexity H.264/AVC Video Encoder (초저복잡도 H.264 부호기의 움직임 추정 및 모드 결정 알고리즘)

  • Yoo Youngil;Kim Yong Tae;Lee Seung-Jun;Kang Dong Wook;Kim Ki-Doo
    • Journal of Broadcast Engineering
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    • v.10 no.4 s.29
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    • pp.528-539
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    • 2005
  • The H.264 has been adopted as the video codec for various multimedia services such as DMB and next-generation DVD because of its superior coding performance. However, the reference codec of the standard, the joint model (JM) contains quite a few algorithms which are too complex to be used for the resource-constraint embedded environment. This paper introduces very low-complexity H.264 encoding algorithm which is applicable for the embedded environment. The proposed algorithm was realized by restricting some coding tools on the basis that it should not cause too severe degradation of RD-performance and adding a few early termination and bypass conditions during the motion estimation and mode decision process. In case of encoding of 7.5fps QCIF sequence with 64kbpswith the proposed algorithm, the encoder yields worse PSNRs by 0.4 dB than the standard JM, but requires only $15\%$ of computational complexity and lowers the required memory and power consumption drastically. By porting the proposed H.264 codec into the PDA with Intel PXA255 Processor, we verified the feasibility of the H.264 based MMS(Multimedia Messaging Service) on PDA.

IP Over USB for Improved QoS of UDP/IP Messages (UDP/IP 메시지 전송의 QoS 성능 향상을 위한 IP Over USB)

  • Jang, Byung-Chul;Park, Hyeon-Hui;Yang, Seung-Min
    • The KIPS Transactions:PartA
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    • v.14A no.5
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    • pp.295-300
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    • 2007
  • The Linux-based embedded systems such as mobile telephones. PDAs and MP3 players are widely in use. USB(Universal Serial Bus) is the interface for data communication between the computers and these peripheral devices. Some embedded systems like intelligent home networking and multimedia streaming require guaranteed QoS(Quality of Service), which is needed for real time transmission of UDP/IP messages through USB. Although USB Ethernet driver is supported by USB Gadget API in Linux, it is unable to provide the desirable QoS required by each type or small embedded systems due to the unpredictability or TCP/IP Stack in Linux. This paper proposes IP-Over-USB to improve QoS of UDP/IP message transmission in the embedded systems using USB in Linux system.

An Efficient Key Distribution for Broadcast Encryption at Embedded Computing Environment (임베디드 컴퓨팅 환경에서 브로드캐스트 암호화를 위한 효율적인 키 분배)

  • Lee, Deok-Gyu;Kim, Tai-Hoon;Yeo, Sang-Soo;Kim, Seok-Soo;Park, Gil-Cheol;Cho, Seong-Eon
    • Journal of Advanced Navigation Technology
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    • v.12 no.1
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    • pp.34-45
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    • 2008
  • Broadcast encryption schemes are applied to transmit digital informations of multimedia, software, Pay-TV etc. in public network. User acquires message or session key to use key that broadcaster transmits, broadcaster need process that generation and distribution key in these process. Also, user secession new when join efficient key renewal need. In this paper, introduce about efficient key generation and distribution, key renewal method. The temporary conference environment base structure against an each mobile device wild gap. Without the transmission possible, it follows infrequent location change and with the quality where the key information change flow. Thus, in this paper, in order to apply to the embedded computing environment and the key generation and the efficient key renewal are done when the mobile device is used of the specify space it proposes.

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Development of Image Quality Register Optimization System for Mobile TFT-LCD Driver IC (모바일 TFT-LCD 구동 집적회로를 위한 화질 레지스터 최적화시스템 개발)

  • Ryu, Jee-Youl;Noh, Seok-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.10a
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    • pp.592-595
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    • 2008
  • This paper presents development of automatic image quality register optimization system using mobile TFT-LCD (Thin Film Transistor-Liquid Crystal Display) driver IC and embedded software. It optimizes automatically gamma adjustment and voltage setting registers in mobile TFT-LCD driver IC to improve gamma correction error, adjusting time, flicker noise and contrast ratio. Developed algorithms and embedded software are generally applicable for most of the TFT-LCD modules. The proposed optimization system contains module-under-test (MUT, TFT-LCD module), control program, multimedia display tester for measuring luminance, flicker noise and contrast ratio, and control board for interface between PC and TFT-LCD module. The control board is designed with DSP and FPGA, and it supports various interfaces such as RGB and CPU.

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