• Title/Summary/Keyword: 모션 네트워크

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Adversarial Framework for Joint Light Field Super-resolution and Deblurring (라이트필드 초해상도와 블러 제거의 동시 수행을 위한 적대적 신경망 모델)

  • Lumentut, Jonathan Samuel;Baek, Hyungsun;Park, In Kyu
    • Journal of Broadcast Engineering
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    • v.25 no.5
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    • pp.672-684
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    • 2020
  • Restoring a low resolution and motion blurred light field has become essential due to the growing works on parallax-based image processing. These tasks are known as light-field enhancement process. Unfortunately, only a few state-of-the-art methods are introduced to solve the multiple problems jointly. In this work, we design a framework that jointly solves light field spatial super-resolution and motion deblurring tasks. Particularly, we generate a straight-forward neural network that is trained under low-resolution and 6-degree-of-freedom (6-DOF) motion-blurred light field dataset. Furthermore, we propose the strategy of local region optimization on the adversarial network to boost the performance. We evaluate our method through both quantitative and qualitative measurements and exhibit superior performance compared to the state-of-the-art methods.

Collaborative Tracking Using Multiple Network Cameras (다수의 네트워크 카메라를 이용한 협동 추적)

  • Jeon, Hyoung-Seok;Jung, Jun-Young;Joo, Young-Hoon;Shin, Sang-Keun
    • Proceedings of the KIEE Conference
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    • 2011.07a
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    • pp.1888-1889
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    • 2011
  • 본 논문에서는 다수의 네트워크 카메라를 이용한 협동 추적 알고리즘을 제안하고자 한다. 이를 위해 먼저 모션 템플릿 기법을 통하여 영상내의 움직임 영역을 추출한다. 이후 움직임 영역이 추출되면 이웃한 카메라에 협동요청을 하고 칼만 필터를 이용하여 움직임 영역의 위치를 보정하여 정확한 PTZ변수를 설정한다. 또한 협동요청을 받은 이웃 카메라는 요청받은 PTZ변수를 이용하여 움직임 물체를 협동 추적한다. 마지막으로, 본 논문에서 제안하는 협동 추적 알고리즘에 대한 실험을 통하여 제안된 협동 추적 알고리즘의 성능분석 및 그 응용 가능성을 증명한다.

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Data Partitioning Technique for Adaptive Media Transmission (적응형 미디어 전송을 위한 데이터 분할기술)

  • 김현정;손호신;유관종
    • Proceedings of the Korea Multimedia Society Conference
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    • 2001.11a
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    • pp.237-240
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    • 2001
  • 이질적인 환경인 인터넷을 통한 멀티미디어 서비스가 확산됨에 따라 다량의 데이터를 가지는 비디오 스트림의 전송이 늘어나게 되었다. 이로 인해 네트워크 트래픽의 대부분을 멀티미디어 데이터가 차지하게 되었다. 한정된 통신망 자원을 효율적으로 사용하기 위하여 사용자의 컴퓨터 환경이나 통신망 환경을 고려하여 비디오 데이터를 전송함으로서 자원의 낭비를 막고자 계층적 코딩에 관한 연구가 시도되었다. 본 논문에서는 네트워크와 사용자의 환경을 고려하여 MPEG 비디오 데이터를 전송할 수 있도록 하기 위하여 TMS(Temoral and Motion Scaling)기법을 제안한다. TMS기법은 시간 계층적 코딩과 모션벡터를 이용한 데이터 분할 계층적 코딩 방법을 사용하여 비디오 데이터를 분할한다. 본 논문에서 제안하는 기법을 사용하여 MPEG 비디오 데이터를 전송할 때 기존의 제안된 기법들에 대해 적은 데이터로 고화질의 영상을 전송함으로서 효율적으로 통신망 자원을 사용할 수 있게 된다.

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Study on the Method to Create a Pedestrian Path Using Space Decomposition based on Quadtree (쿼드트리 기반의 공간분할 기법을 활용한 경로 생성 방안에 관한 연구)

  • Ga, Chill-O;Woo, Ho-Seok;Yu, Ki-Yun
    • Spatial Information Research
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    • v.18 no.4
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    • pp.89-98
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    • 2010
  • Recently, the target of navigation system is moving from the cars to pedestrians. Many researches are in progress regarding pedestrian navigation, However, in most cases, the path-finding is based on the existing node/link network model. which is widely used for the car navigation, and thus showing its limitation. The reasons arc that a) unlike with a car, the paths that pedestrians take arc not limited to the roads, b) pedestrians an~ not restricted in rotation or direction, and c) they can freely move within the walkable space. No alternatives have been offered yet, especially for openspaces such as a park or square. Therefore, in this research, we suggested appropriate methods to create paths that can be used in pedestrian navigation service, by using motion-planning technology, which is used in the field of robotics for planning the motion of an object, and conducted tests for their applicability.

Fire-Smoke Detection Based on Video using Dynamic Bayesian Networks (동적 베이지안 네트워크를 이용한 동영상 기반의 화재연기감지)

  • Lee, In-Gyu;Ko, Byung-Chul;Nam, Jae-Yeol
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.4C
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    • pp.388-396
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    • 2009
  • This paper proposes a new fire-smoke detection method by using extracted features from camera images and pattern recognition technique. First, moving regions are detected by analyzing the frame difference between two consecutive images and generate candidate smoke regions by applying smoke color model. A smoke region generally has a few characteristics such as similar color, simple texture and upward motion. From these characteristics, we extract brightness, wavelet high frequency and motion vector as features. Also probability density functions of three features are generated using training data. Probabilistic models of smoke region are then applied to observation nodes of our proposed Dynamic Bayesian Networks (DBN) for considering time continuity. The proposed algorithm was successfully applied to various fire-smoke tasks not only forest smokes but also real-world smokes and showed better detection performance than previous method.

A Case study of Promotion through the Communication Contents of Facebook for Fashion Brands - Focused on Empathy and Participation based on the Communication Contents - (패션 브랜드의 페이스북 커뮤니케이션을 통한 프로모션 사례연구 - 공감, 참여적 요소를 중심으로 -)

  • Choi, Eun-Young
    • Journal of the Korean Society of Costume
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    • v.62 no.1
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    • pp.137-151
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    • 2012
  • The purpose of this study was to examine how recently fashion brands tried to design Facebook contents for their promotion strategies, and how to encourage customer's empathy and participation for communication content. For this study, 17 domestic and foreign fashion brand facebook contents were analyzed. The results of the study were as follows. First, fashion brands provided product information through various methods such as the Facebook fan styling pictures contest which attracted voluntary participation from fans, an emotional product introduction video with effective storytelling techniques, and pictures and videos of a new season collection that were always viewable and able to be evaluated. Secondly, Facebook contents of brand promotion that contributed to the brand image and loyalty formation were identified. Fashion brands encouraged their fans to be involved in socially-oriented marketing and brand community. Moreover, telling the story of the brand history and brand management enhanced brand involvement of fans. Finally, fashion brands communicated actively with their fans providing information that aroused their interest. They gave tips on how to improve the quality of life, provided useful applications that offered various benefits in everyday life. Based on this result, implications of Facebook contents management as a promotion strategy were further discussed.

Animation and Machines: designing expressive robot-human interactions (애니메이션과 기계: 감정 표현 로봇과 인간과의 상호작용 연구)

  • Schlittler, Joao Paulo Amaral
    • Cartoon and Animation Studies
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    • s.49
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    • pp.677-696
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    • 2017
  • Cartoons and consequently animation are an effective way of visualizing futuristic scenarios. Here we look at how animation is becoming ubiquitous and an integral part of this future today: the cybernetic and mediated society that we are being transformed into. Animation therefore becomes a form of speech between humans and this networked reality, either as an interface or as representation that gives temporal form to objects. Animation or specifically animated films usually are associated with character based short and feature films, fiction or nonfiction. However animation is not constricted to traditional cinematic formats and language, the same way that design and communication have become treated as separate fields, however according to $Vil{\acute{e}}m$ Flusser they aren't. The same premise can be applied to animation in a networked culture: Animation has become an intrinsic to design processes and products - as in motion graphics, interface design and three-dimensional visualization. Video-games, virtual reality, map based apps and social networks constitute layers of an expanded universe that embodies our network based culture. They are products of design and media disciplines that are increasingly relying on animation as a universal language suited to multi-cultural interactions carried in digital ambients. In this sense animation becomes a discourse, the same way as Roland Barthes describes myth as a type of speech. With the objective of exploring the role of animation as a design tool, the proposed research intends to develop transmedia creative visual strategies using animation both as narrative and as an user interface.

An Effective Control of Network Traffic using RTCP for Transmitting Video Streaming Data (비디오 스트리밍 데이타 전송시 RTCP를 이용한 효율적인 네트워크 트래픽 제어)

  • Park, Dae-Hoon;Hur, Hye-Sun;Hong, Youn-Sik
    • Journal of KIISE:Computing Practices and Letters
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    • v.8 no.3
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    • pp.328-335
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    • 2002
  • When we want to transfer video streaming data through computer networks, we will have to be allocated a larger bandwidth compared to a general application. In general, it causes a serious network overload inevitably due to the limited bandwidth. In this paper, in order to resolve the problem, we haute taken a method for transmitting video streaming data using RTP and RTCP. With RR(Receiver Report) packet in RTCP we will test it to check whether the traffic in a network has occurred or not. If it happened, we haute tried to reduce the overall network traffic by dynamically changing the quantization factor of the Motion JPEG that is one of the encoding styles in JMF. When the ratio of the average of transmission for each session to the average of overall transmission is greater than 7%, we should adjust the amount of data to be transmitted for each session to reach the session mean values. The experimental results show that the proposed method taken here reduces the overload effectively and therefore improves the efficiency for transmitting video streaming data.

A Solution for Reducing Transmission Latency through Distributed Duty Cycling in Wireless Sensor Networks (무선 센서 네트워크에서 수신구간 분산 배치를 통한 전송지연 감소 방안)

  • Kim, Jun-Seok;Kwon, Young-Goo
    • 한국ITS학회:학술대회논문집
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    • v.2007 no.10
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    • pp.225-229
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    • 2007
  • Recently, wireless sensor networks are deployed in various applications range from simple environment monitoring systems to complex systems, which generate large amount of information, like motion monitoring, military, and telematics systems. Although wireless sensor network nodes are operated with low-power 8bit processor to execute simple tasks like environment monitoring, the nodes in these complex systems have to execute more difficult tasks. Generally, MAC protocols for wireless sensor networks attempt to reduce the energy consumption using duty cycling mechanism which means the nodes periodically sleep and wake. However, in the duty cycling mechanism. a node should wait until the target node wakes and the sleep latency increases as the number of hops increases. This sleep latency can be serious problem in complex and sensitive systems which require high speed data transfer like military, wing of airplane, and telematics. In this paper, we propose a solution for reducing transmission latency through distributed duty cycling (DDC) in wireless sensor networks. The proposed algorithm is evaluated with real-deployment experiments using CC2420DBK and the experiment results show that the DDC algorithm reduces the transmission latency significantly and reduces also the energy consumption.

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Edge Computing-Based Unmanned Market Case Study: Maximizing Resource Distribution (엣지 컴퓨팅 기반 무인 마켓 사례 연구: 자원 분배 효율성 극대화)

  • Park, Ji-Hoon;Ryu, Hyeong-Oh;Kim, KyoungRul;Kim, Saehwa
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.221-224
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    • 2019
  • 본 논문에서는 엣지 컴퓨팅을 무인 마켓에 도입하여 엣지 컴퓨팅의 효율성을 확인하고, 로컬 네트워크의 효율적인 대역폭 할당을 위한 두 가지 방법을 제안한다. 무인 마켓과 같이 엄청난 양의 데이터를 필요로 하고 만들어내는 서비스에서는 데이터들을 클라우드로 전송하여 소비자가 불편함을 느끼지 못하도록 빠르게 처리하는 것은 불가능에 가깝다. 그래서 우리는 Amazon Go 를 벤치마킹한 무인 마켓에 엣지 컴퓨팅을 도입하여 이를 구현한다. 그리고 구현한 시스템에서 엣지 컴퓨팅 외에 클라우드 컴퓨팅, 모바일 장치를 적용하여 처리할 때의 응답 시간을 분석하여 엣지 컴퓨팅의 높은 성능을 확인한다. 또한, 구현한 무인 마켓에서 데이터 전송의 효율성을 더욱 높이기 위해 카메라 단위와 매대 단위의 대역폭 할당 기법을 제안한다. 카메라 단위로는 모션 인식기술을 활용하여 움직임이 감지될 때만 각 이미지 프로세스에서 요구되는 고해상도로 송신하는 기법을 제안한다. 매대 단위로는 네트워크에서 수용 가능한 대역폭 임계치에 도달하지 못하게 하기 위해 매대 별 우선순위에 따른 대역폭 할당 스케줄링 기법을 제안한다. 그 결과로 평균 소모대역폭과 최대 소모대역폭을 비교하여 제안한 두 가지 기법이 기존의 방법에 비해 성능을 향상시키는 것을 보인다.