• Title/Summary/Keyword: 멀티 스케일

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Recognition of Facial Emotion Using Multi-scale LBP (멀티스케일 LBP를 이용한 얼굴 감정 인식)

  • Won, Chulho
    • Journal of Korea Multimedia Society
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    • v.17 no.12
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    • pp.1383-1392
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    • 2014
  • In this paper, we proposed a method to automatically determine the optimal radius through multi-scale LBP operation generalizing the size of radius variation and boosting learning in facial emotion recognition. When we looked at the distribution of features vectors, the most common was $LBP_{8.1}$ of 31% and sum of $LBP_{8.1}$ and $LBP_{8.2}$ was 57.5%, $LBP_{8.3}$, $LBP_{8.4}$, and $LBP_{8.5}$ were respectively 18.5%, 12.0%, and 12.0%. It was found that the patterns of relatively greater radius express characteristics of face well. In case of normal and anger, $LBP_{8.1}$ and $LBP_{8.2}$ were mainly distributed. The distribution of $LBP_{8.3}$ is greater than or equal to the that of $LBP_{8.1}$ in laugh and surprise. It was found that the radius greater than 1 or 2 was useful for a specific emotion recognition. The facial expression recognition rate of proposed multi-scale LBP method was 97.5%. This showed the superiority of proposed method and it was confirmed through various experiments.

Quantitative Estimation of Radiation Damage in Reactor Pressure Vessel Steels by Using Multiscale Modeling (멀티스케일 모델링을 이용한 압력용기강의 조사손상 정량예측)

  • Lee, Gyeong-Geun;Kwon, Junhyun
    • Transactions of the Korean Society of Pressure Vessels and Piping
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    • v.10 no.1
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    • pp.113-121
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    • 2014
  • In this work, an integrated model including molecular dynamics and chemical rate theory was implemented to calculate the growth of point defect clusters(PDC) and copper-rich precipitates(CRP) which could change the mechanical properties of reactor pressure vessel(RPV) steels in a nuclear power plant. A number of time-dependent differential equations were established and numerically integrated to estimate the evolution of irradiation defects. The calculation showed that the concentration of the vacancies was higher than that of the self-interstitial atoms. The higher concentration of vacancies induced a formation of the CRPs in the later stage. The size of the CRPs was used to estimate the mechanical property changes in RPV steels, as is the same case with the PDCs. The calculation results were compared with the measured values of yield strength change and Charpy V-notch transition temperature shift, which were obtained from the surveillance test data of Korean light water reactors(LWRs). The estimated values were in fair agreement with the experimental results in spite of the uncertainty of the modeling parameters.

Pattern Extraction of EMG Signal of Spinal Cord Injured Patients via Multiscaled Nonlinear Processing (다중스케일 비선형 처리를 통한 척수 손상 환자의 근전도 신호 패턴 추출)

  • Lee, Y. S.;Lee, J.;Kim, H. D.;Park, I. S.;Ko, H. Y.;Kim, S. H.
    • Journal of Biomedical Engineering Research
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    • v.22 no.3
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    • pp.249-257
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    • 2001
  • The voluntary contracted EMG signal of spinal cord injured patients is very small because the information from central nervous system is not sufficiently transmitted to $\alpha$ motor neuron or muscle fiber. Therefore the acquisited EMG signal from needle or surface electrodes can not be identified obvious voluntary contraction pattern by muscle movement. In this paper we propose the extraction technique of voluntary muscle contraction and relaxation pattern from EMG signal of spinal cord injured patient whose EMG signal is composed of the linear sum of mo색 unit action potentials with two noise sources, additive noise assumed to be white Gaussian noise and high frequency discharge assumed to be not motor unit action potential but impulsive noise. In order to eliminate impulsive noise and additive noise from voluntary contracted EMG signal, we use the FatBear filter which is a nonarithmetic piecewise constant filter, and multiscale nonlinear wavelet denoising processing, respectively. The proposed technique is applied to the EMG signal acquisited from transverse myelitis patients to extract voluntary muscle contraction pattern.

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Visualization research based on hero tale stories in a fantasy movie (영웅서사구조 중심으로 하는 판타지영화의 시각화 연구)

  • Han, Myung-Hee
    • Journal of Digital Contents Society
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    • v.11 no.2
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    • pp.185-194
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    • 2010
  • The digital contents industry already heads toward the OSMU(One Source Multi Use) method of media. In case the success of the original novel recreates to a movie, the success of a movie is again noticed with the original novel. For this reason, a novel and movie are open at the same time, In this paper, we analyze through the case study of three fantasy films having the narrative structure of the germane myth : The Lord of The Rings, Harry Potter, The Chronicles Of Narnia based on the analysis basis : Hero's Journey 12 steps by J. Campbell, The analysis of scenes of each film visualizing the narrative structure of a novel can be used as the basic materials in the process of visualizing the scale of the original and message of a writer, we consequently believe that these analysis will be able to be applied the appropriate visual techniques (the special effect, the scene tractions, and etc.)in visualization of films.

The Visualization of films for the stand on narrative of Germanic Mythology -Focused on "The Road of the Ring", "Harry Potter", and "The Chronicles Of Narnia"- (게르만신화의 서사구조를 바탕으로 한 영화의 시각화 -반지의 제왕, 해리포터, 나니아 연대기를 중심으로-)

  • Baek, Kwang-Ho;Han, Myung-Hee;Kim, Mi-Jin
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.1129-1136
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    • 2009
  • The digital contents industry already heads toward the OSMU(One Source Multi Use) method of media. In case the success of the original novel recreates to a movie, the success of a movie is again noticed with the original novel. For this reason, a novel and movie are open at the same time, In this paper, we analyze through the case study of three fantasy films having the narrative structure of the germane myth : The Lord of The Rings, Harry Potter, The Chronicles Of Narnia based on the analysis basis : Hero's Journey 12 steps by J. Campbell, The analysis of scenes of each film visualizing the narrative structure of a novel can be used as the basic materials in the process of visualizing the scale of the original and message of a writer, we consequently believe that these analysis will be able to be applied the appropriate visual techniques (the special effect, the scene tractions, and etc.)in visualization of films.

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Media-aware and Quality-guaranteed Rate Adaptation Algorithm for Scalable Video Streaming (미디어 특성과 네트워크 상태에 적응적인 스케일러블 비디오 스트리밍 기법에 관한 연구)

  • Jung, Young-H.;Kang, Young-Wook;Choe, Yoon-Sik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.5B
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    • pp.517-525
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    • 2009
  • We propose a quality guaranteed scalable video streaming service over the Internet using a new rate adaptation algorithm. Because video data requires much more bandwidth rather than other types of service, therefore, quality of video streaming service should be guaranteed while providing friendliness with other service flows over the Internet. To successfully provide this, we propose a framework for providing quality-guaranteed streaming service using two-channel transport layer and rate adaptation of scalable video stream. In this framework, baseline layer for scalable video is transmitted using TCP transport for minimum qualify service. Enhancement layers are delivered using TFRC transport with layer adaptation algorithm. The proposed framework jointly uses the status of playout buffer in the client and the encoding rate of layers in media contents. Therefore, the proposed algorithm can remarkably guarantee minimum quality of streaming service rather than conventional approaches regardless of network congestion and the encoding rate variation of media content.

A Study on Video Object Segmentation using Nonlinear Multiscale Filtering (비선형 다중스케일 필터링을 사용한 비디오 객체 분할에 관한 연구)

  • 이웅희;김태희;이규동;정동석
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.10C
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    • pp.1023-1032
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    • 2003
  • Object-based coding, such as MPEG-4, enables various content-based functionalities for multimedia applications. In order to support such functionalities, as well as to improve coding efficiency, each frame of video sequences should be segmented into video objects. In this paper. we propose an effective video object segmentation method using nonlinear multiscale filtering and spatio-temporal information. Proposed method performs a spatial segmentation using a nonlinear multiscale filtering based on the stabilized inverse diffusion equation(SIDE). And, the segmented regions are merged using region adjacency graph(RAG). In this paper, we use a statistical significance test and a time-variant memory as temporal segmentation methods. By combining of extracted spatial and temporal segmentations, we can segment the video objects effectively. Proposed method is more robust to noise than the existing watershed algorithm. Experimental result shows that the proposed method improves a boundary accuracy ratio by 43% on "Akiyo" and by 29% on "Claire" than A. Neri's Method does.

Hardware Implementation of Bicubic Scaler of Time Allocation Method (시간 할당 방식의 양 3차회선 스케일러 하드웨어 구현)

  • Semin Jung;Si-Yeon Han;Dat Ngo;Bongsoon Kang
    • Journal of IKEEE
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    • v.28 no.3
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    • pp.321-328
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    • 2024
  • The growth of the multimedia industry has led to the advent of digital devices utilizing images of varying resolutions. Accordingly, it is essential to adapt the resolution of the source image to match with the resolutions of the target digital device, while ensuring that the quality of the input image is preserved throughout this process. In this paper, we propose the implementation of a hardware system that performs image scaling using interpolation algorithms. The bicubic interpolation algorithm is employed as the interpolation algorithm, as it produces the highest quality image among the three most common methods. Each interpolated axis in the image can be operated independently to achieve asymmetric scaling in any desired ratio. The hardware of the proposed scaler satisfies real-time processing and is implemented with less memory resources than the previously studied hardware using the time allocation method, showing that it is a suitable structure for the hardware of the scaler.

The QoS Filtering and Scalable Transmission Scheme of MPEG Data to Adapt Network Bandwidth Variation (통신망 대역폭 변화에 적응하는 MPEG 데이터의 QoS 필터링 기법과 스케일러블 전송 기법)

  • 유우종;김두현;유관종
    • Journal of Korea Multimedia Society
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    • v.3 no.5
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    • pp.479-494
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    • 2000
  • Although the proliferation of real-time multimedia services over the Internet might indicate its successfulness in dealing with heterogeneous environments, it is obvious, on the other hand, that the internet now has to cope with a flood of multimedia data which consumes most of network communication channels due to a great deal of video or audio streams. Therefore, for the purpose of an efficient and appropriate utilization of network resources, it requires to develop and deploy a new scalable transmission technique n consideration of respective network environment and individual clients computing power. Also, we can eliminate the waste effects of storage device and data transmission overhead in that the same video stream duplicated according to QoS. The purpose of this paper is to develop a technology that can adjust the amount of data transmitted as an MPEG video stream according to its given communication bandwidth, and technique that can reflect dynamic bandwidth while playing a video stream. For this purpose, we introduce a media scalable media decomposer working on server side, and a scalable media composer working o n a client side, and then propose a scalable transmission method and a media sender and a media receiver in consideration of dynamic QoS. Those methods proposed her can facilitate an effective use of network resources, and provide multimedia MPEG video services in real-time with respect to individual client computing environment.

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Robust Blind- Video Watermarking against MPEG-4 Scalable Video Coding and Multimedia Transcoding (MPEG-4 스케일러블 비디오 코딩 및 멀티미디어 트랜스코딩에 강인한 블라인드 비디오 워터마킹)

  • Yoon, Ji-Sun;Lee, Suk-Hwan;Song, Yoon-Chul;Jang, Bong-Joo;Kwon, Ki-Ryong;Kim, Min-Hwan
    • Journal of Korea Multimedia Society
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    • v.11 no.10
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    • pp.1347-1358
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    • 2008
  • A blind video watermarking scheme for providing safety, authenticity, and copyright protection is proposed in this paper, which is robust to MPEG-4 SVC and multimedia transcoding. In proposed method, embedding and detecting of watermark is performed based on base layer with considering spatial SVC. To be robust from temporal SVC, our method embeds repeatedly a permutated character with ordering number per one frame. Also for robustness from multimedia transcoding and FGS, the method is embedded watermark in low middle frequency of each frame adaptively based on DCT in ROI. Through experimental results, invisibility of the watermark is confirmed and robustness of the watermark against the spatial SVC, temporal SVC, FGS and video transcoding between MPEG-2 and MPEG-4 SVC is also verified.

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