• Title/Summary/Keyword: Video representation

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Motion Parameter Estimation and Segmentation with Probabilistic Clustering (활률적 클러스터링에 의한 움직임 파라미터 추정과 세그맨테이션)

  • 정차근
    • Journal of Broadcast Engineering
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    • v.3 no.1
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    • pp.50-60
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    • 1998
  • This paper addresses a problem of extraction of parameteric motion estimation and structural motion segmentation for compact image sequence representation and object-based generic video coding. In order to extract meaningful motion structure from image sequences, a direct parameteric motion estimation based on a pre-segmentation is proposed. The pre-segmentation which considers the motion of the moving objects is canied out based on probabilistic clustering with mixture models using optical flow and image intensities. Parametric motion segmentation can be obtained by iterated estimation of motion model parameters and region reassignment according to a criterion using Gauss-Newton iterative optimization algorithm. The efficiency of the proposed methoo is verified with computer simulation using elF real image sequences.

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VR & Changes in Cinematic Storytelling - Focusing on film composition unit, montage, space, mise-en-scène and perspective - (VR과 영화 스토리텔링의 변화 - 영화 구성단위, 몽타주, 공간성, 미장센, 시점을 중심으로 -)

  • Jeon, Byoungwon;Cha, Minchol
    • Journal of Korea Multimedia Society
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    • v.21 no.8
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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.

An MPEG-4 Compliant Interactive Multimedia Streaming Platform Using Overlay Networks

  • Kim, Hyun-Cheol;Patrikakis, Charalampos Z.;Minogiannis, Nikos;Karamolegkos, Pantelis N.;Lambiris, Alex;Kim, Kyu-Heon
    • ETRI Journal
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    • v.28 no.4
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    • pp.411-424
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    • 2006
  • This paper presents a multimedia streaming platform for efficiently transmitting MPEG-4 content over IP networks. The platform includes an MPEG-4 compliant streaming server and client, supporting object-based representation of multimedia scenes, interactivity, and advanced encoding profiles defined by the ISO standard. For scalability purposes, we employ an application-layer multicast scheme for media transmission using overlay networks. The overlay network, governed by the central entity of the network distribution manager, is dynamically deployed according to a set of pre-defined criteria. The overlay network supports both broadcast delivery and video-on-demand content. The multimedia streaming platform is standards-compliant and utilizes widespread multimedia protocols such as MPEG-4, real-time transport protocol, real-time transport control protocol, and real-time streaming protocol. The design of the overlay network was architected with the goal of transparency to both the streaming server and the client. As a result, many commercial implementations that use industry-standard protocols can be plugged into the architecture relatively painlessly and can enjoy the benefits of the platform.

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Development of Chameleonic Multi-Surface Display with Dynamic Projection Mapping (동적 실물영상투사 카멜레온(다변) 멀티 서피스 콘텐츠 연구)

  • Hong, Sung-Dae
    • Journal of Digital Contents Society
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    • v.18 no.1
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    • pp.123-132
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    • 2017
  • The physical display technology is the ultimate display technology that human beings aspire, and the world makes use of laser, plasma and reflector plate. Besides, technology development of binocular stereoscopic display has been actively progressed, but there is a limitation to the intact physical representation such as influence of optical ambient light and brightness. In this paper, the display technology using physical deformation different from the existing optical display is approached as a cultural and emotional perspective. The purpose of this paper is to develop the multivariate display technology that can create 3D realistic stereoscopic images through projecting dynamic images on physically diversified screen by overcoming the limitations of 2D planar digital signage and study how to apply them to video, exhibition and performance.

Moving Object Detection Using Sparse Approximation and Sparse Coding Migration

  • Li, Shufang;Hu, Zhengping;Zhao, Mengyao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.5
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    • pp.2141-2155
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    • 2020
  • In order to meet the requirements of background change, illumination variation, moving shadow interference and high accuracy in object detection of moving camera, and strive for real-time and high efficiency, this paper presents an object detection algorithm based on sparse approximation recursion and sparse coding migration in subspace. First, low-rank sparse decomposition is used to reduce the dimension of the data. Combining with dictionary sparse representation, the computational model is established by the recursive formula of sparse approximation with the video sequences taken as subspace sets. And the moving object is calculated by the background difference method, which effectively reduces the computational complexity and running time. According to the idea of sparse coding migration, the above operations are carried out in the down-sampling space to further reduce the requirements of computational complexity and memory storage, and this will be adapt to multi-scale target objects and overcome the impact of large anomaly areas. Finally, experiments are carried out on VDAO datasets containing 59 sets of videos. The experimental results show that the algorithm can detect moving object effectively in the moving camera with uniform speed, not only in terms of low computational complexity but also in terms of low storage requirements, so that our proposed algorithm is suitable for detection systems with high real-time requirements.

Detecting Complex 3D Human Motions with Body Model Low-Rank Representation for Real-Time Smart Activity Monitoring System

  • Jalal, Ahmad;Kamal, Shaharyar;Kim, Dong-Seong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.3
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    • pp.1189-1204
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    • 2018
  • Detecting and capturing 3D human structures from the intensity-based image sequences is an inherently arguable problem, which attracted attention of several researchers especially in real-time activity recognition (Real-AR). These Real-AR systems have been significantly enhanced by using depth intensity sensors that gives maximum information, in spite of the fact that conventional Real-AR systems are using RGB video sensors. This study proposed a depth-based routine-logging Real-AR system to identify the daily human activity routines and to make these surroundings an intelligent living space. Our real-time routine-logging Real-AR system is categorized into two categories. The data collection with the use of a depth camera, feature extraction based on joint information and training/recognition of each activity. In-addition, the recognition mechanism locates, and pinpoints the learned activities and induces routine-logs. The evaluation applied on the depth datasets (self-annotated and MSRAction3D datasets) demonstrated that proposed system can achieve better recognition rates and robust as compare to state-of-the-art methods. Our Real-AR should be feasibly accessible and permanently used in behavior monitoring applications, humanoid-robot systems and e-medical therapy systems.

Crowd Activity Classification Using Category Constrained Correlated Topic Model

  • Huang, Xianping;Wang, Wanliang;Shen, Guojiang;Feng, Xiaoqing;Kong, Xiangjie
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.11
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    • pp.5530-5546
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    • 2016
  • Automatic analysis and understanding of human activities is a challenging task in computer vision, especially for the surveillance scenarios which typically contains crowds, complex motions and occlusions. To address these issues, a Bag-of-words representation of videos is developed by leveraging information including crowd positions, motion directions and velocities. We infer the crowd activity in a motion field using Category Constrained Correlated Topic Model (CC-CTM) with latent topics. We represent each video by a mixture of learned motion patterns, and predict the associated activity by training a SVM classifier. The experiment dataset we constructed are from Crowd_PETS09 bench dataset and UCF_Crowds dataset, including 2000 documents. Experimental results demonstrate that accuracy reaches 90%, and the proposed approach outperforms the state-of-the-arts by a large margin.

Development of Emotional Messenger for IPTV (IPTV를 위한 감성 메신저의 개발)

  • Sung, Min-Young;Paek, Seon-Uck;Ahn, Seong-Hye;Lee, Jun-Ha
    • The Journal of the Korea Contents Association
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    • v.10 no.12
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    • pp.51-58
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    • 2010
  • In the environment of instant messengers, the recognition of human emotions and its automated representation with personalized 3D character animations facilitate the use of affectivity in the machine-based communication, which will contribute to enhanced communication. This paper describes an emotional messenger system developed for the automated recognition and expression of emotions for IPTVs (Internet Protocol televisions). Aiming for efficient delivery of users' emotions, we propose emotion estimation that assesses the affective contents of given textual messages, character animation that supports both 3D rendering and video playback, and smart phone-based input method. Demonstration and experiments validate the usefulness and performance of the proposed system.

Computer Animation of Marine Process - Tsunami Events - (해양과정의 컴퓨터 동주화 -지진진파(쯔나미)의 경우-)

  • Choi, Byung-Ho;Lee, Ho-Jun;Fumihiko Imamura;Nobuo Shuto
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.5 no.1
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    • pp.19-24
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    • 1993
  • With the use of Supercomputer and engineering workstations, high quality computer graphic representation of the modeling of marine process is feasible. In this wort major tsunami events occurred during recent years were simulated by numerical models and the computed water levels were viewed as three-dimensional surfaces in an animated sequence. Photorealistic images are constructed by advanced rendering technique with light reflection and shadows. It has demonstrated that video animation of numerical results reproduced the behaviour of propagation of real tsunami events remarkably well.

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Analysis of the change of the characters according to the change of the media -A Study on Composite Representation of Game Character in Sandboxed Indy Game (매체의 변화에 따른 캐릭터의 시대적 변화분석 -샌드박스형 인디 게임에 있어 게임 캐릭터 융복합적 표현법에 대한 고찰)

  • Lee, Dong-Lyeor
    • Journal of Digital Convergence
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    • v.17 no.6
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    • pp.335-340
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    • 2019
  • With the development of the media, pirate platforms and technologies are critical to the design of video content. Games based on online platforms and networking can help you develop games and expand your game as games are developed. Better yet. This paper is a major feature of the growth of the sandbox game that leads the game of InGame. Phenotypical 3D Dress Graphics You can study the usefulness of graphics based on doubles, the advantages of game characters, and space game graphics.