• 제목/요약/키워드: Wavelet transform

검색결과 2,194건 처리시간 0.025초

Reversible Watermarking with Adaptive Embedding Threshold Matrix

  • Gao, Guangyong;Shi, Yun-Qing;Sun, Xingming;Zhou, Caixue;Cui, Zongmin;Xu, Liya
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권9호
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    • pp.4603-4624
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    • 2016
  • In this paper, a new reversible watermarking algorithm with adaptive embedding threshold matrix is proposed. Firstly, to avoid the overflow and underflow, two flexible thresholds, TL and TR, are applied to preprocess the image histogram with least histogram shift cost. Secondly, for achieving an optimal or near optimal tradeoff between the embedding capacity and imperceptibility, the embedding threshold matrix, composed of the embedding thresholds of all blocks, is determined adaptively by the combination between the composite chaos and the average energy of Integer Wavelet Transform (IWT) block. As a non-liner system with good randomness, the composite chaos is suitable to search the optimal embedding thresholds. Meanwhile, the average energy of IWT block is calculated to adjust the block embedding capacity, and more data are embedded into those IWT blocks with larger average energy. The experimental results demonstrate that compared with the state-of-the-art reversible watermarking schemes, the proposed scheme has better performance for the tradeoff between the embedding capacity and imperceptibility.

자동차 임팩트 소음에 대한 주관적 평가 및 차량 개발에 응용 (Estimation of Subjective Evaluations for Impact Sound and Analysis of the Effects for Parts of a Car)

  • 박상원;이상권;배병국
    • 한국자동차공학회논문집
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    • 제18권5호
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    • pp.37-44
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    • 2010
  • Impact noise is induced in a car when it is driven on a harsh road or over some bumps. This noise occurs with the very high level of sound, which affects passengers in some way or other. Although it is impossible to clearly remove such noise, it is necessary to research an improvement in sound quality for impact noise. A new sound metric for impact sound is presented. This metric is verified by comparison between mean subjective ratings and several sound metrics. In this paper, more objective attributes are considered, which the attributes are expressing the level and modulation of sound. Three sound metrics are employed to get impact sound indexes for each course by the method of multiple linear regressions. The indexes are verified by considering the correlation between the estimated values from the multiple linear regressions and the mean subjective ratings by evaluators. Also, the subjective ratings on the indexes are estimated for the case in which some parts of suspension system are changed. The estimated ratings represent more reasonable or acceptable ratings. Thus, such indexes can be used for modification of the parts of suspension system under considering a good sound quality.

Characteristics of tidal turbulence near the bottom at a coastal trench in Tongyoung, Korea

  • Kim, Yonghae;Hong, Chul-Hoon
    • 수산해양기술연구
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    • 제50권4호
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    • pp.435-446
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    • 2014
  • Tidal turbulence was examined using three-dimensional tidal velocity data observed at a trench offshore of Tongyoung, Korea. The kinetic energy and intensity, including the variation period of the flow velocity and direction, were used to investigate the relationships between tidal turbulence and fishing gear dynamics, including the effects of swimming fish during fishing operations. As the resultant velocity increased from 0.2 to 0.9 m/s, the kinetic energy also significantly increased, while the turbulence intensity decreased from 50 to 10%. Tidal flow in strong flow fields displayed shorter periods of between 4 and 10 s, as determined by fast Fourier transform, the global wavelet method, and peak event analysis, and the periods were compared with the period of response to swimming fish and to oscillation of fishing gear. As mean velocity increased, velocity amplitude also increased from 0.1 to 0.6 m/s, and its directional amplitude changed markedly from 20 and $90^{\circ}$. Our study suggests that tidal turbulence can influence fish behavior or fishing gear geometry during fishing operations, although our analysis considered only a limited area. In future work, observations should be carried out over a more extensive depth and area.

SFR 기법을 이용한 영상 융합의 정확도 향상에 관한 연구 (A Study on the Improvement of Image Fusion Accuracy Using Smoothing Filter-based Replacement Method)

  • 윤공현;손홍규
    • 한국측량학회:학술대회논문집
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    • 한국측량학회 2006년도 춘계학술발표회 논문집
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    • pp.187-192
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    • 2006
  • Image fusion techniques are widely used to integrate a lower spatial resolution multispectral image with a higher spatial resolution panchromatic image. However, the existing techniques either cannot avoid distorting the image spectral properties or involve complicated and time-consuming decomposition and reconstruction processing in the case of wavelet transform-based fusion. In this study a simple spectral preserve fusion technique: the Smoothing Filter-based Replacement(SFR) is proposed based on a simplified solar radiation and land surface reflection model. By using a ratio between a higher resolution image and its low pass filtered (with a smoothing filter) image, spatial details can be injected to a co-registered lower resolution multispectral image minimizing its spectral properties and contrast. The technique can be applied to improve spatial resolution for either colour composites or individual bands. The fidelity to spectral property and the spatial quality of SFM are convincingly demonstrated by an image fusion experiment using IKONOS panchromatic and multispectral images. The visual evaluation and statistical analysis compared with other image fusion techniques confirmed that SFR is a better fusion technique for preserving spectral information.

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철도 가선시스템의 감쇄 특성 파악에 관한 연구 (A study on identification of the damping ratio in a railway catenary system)

  • 박성용;전병욱;이응신;조용현
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2005년도 춘계학술대회
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    • pp.529-533
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    • 2005
  • A railway catenary system which supplies a train with electric power is an important system in determining the maximum speed of an electric train. However, a pantograph could be separated from a contact wire because of reciprocal action between a pantograph with constant upward force and a catenary system. The contact loss of a pantograph-catenary system is mainly affected by the dynamic characteristics of damping and wave propagation velocity of contact wire. For increasing speed of an electrical train, it is necessary to establish the techniques to identify the modal parameter of a catenary system through experiment. However, it is difficult to decouple each mode and to extract respect ive damping rat io since a catenary system has an extremely high modal density. For this reason, mode decoupling process to identify modal parameters is a principal technique in analyzing a catenary system. In this paper, the damping extract ion method for a catenary system using the continuous wavelet transform is discussed.

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내용 기반 멀티미디어 정보 검색 시스템의 설계 (Design of a Content-based Multimedia Information Retrieval System)

  • 박민식;유기형
    • 한국컴퓨터산업학회논문지
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    • 제2권8호
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    • pp.1117-1122
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    • 2001
  • 최근, 여러 가지 멀티미디어 데이터베이스를 통한 영상 정보의 인터넷 검색에 대한 많은 관심을 가지고 있으며, 영상 정보 검색에 대한 연구가 활발히 이루어지고 있다. 본 논문에서는 웨이브렛 변환과 상관관계(correlation)를 이용한 내용기반 검색 시스템을 제안한다. 정합 방법은 완전 정합이 아닌 유사 정합을 사용하는 효율적인 특징벡터 추출 알고리즘을 제안한다. 모의 실험한 결과 기존의 알고리즘보다 데이터베이스에 저장된 영상간의 유사성을 추정하는데 빠르고 정확하게 영상 정합을 수행함을 알 수 있었다. 개선된 결과를 통해 제안한 특징 벡터 사용이 원 영상에 비해 256:1 만큼의 압축 효과를 가지며, 상관관계가 영상의 정합 방법에 효율적임을 알 수 있었다.

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내용기반 영상검색을 위한 칼라 영상 분할 (Color Image Segmentation for Content-based Image Retrieval)

  • 이상훈;홍충선;곽윤식;이대영
    • 한국정보처리학회논문지
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    • 제7권9호
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    • pp.2994-3001
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    • 2000
  • 본 논문에서는 영역병합 방법을 이용한 칼라 영상 분할 방법을 제안하였다. 영상 분할 전단계에서 비선형 필터링 방법을 이용한 평활화와 채도 강화 및 명도 평균화를 수행하여, 영상 내 존재하는 비균질성을 줄이고, 칼라 히스토그램의 zero-crossing 정보를 이용한 비균일 양자화를 수행하여 유사한 칼라성분을 가지는 영역들을 분할하였다. 웨이브릿 변환의 고주파 대역 에너지를 이용하여 분할된 초기 영역의 윤곽성분 강도를 측정하였고, 이를 통해 병합 후 후보영역을 선정하였다. 영역병합을 위한 영역간 유사도 측정은 R, G, B 칼라성분의 유클리디안 거리를 측정하여 수행하였다. 제안된 방법은 기존의 방법에 비해 불규칙한 광원으로 불필요한 영역이 분할되는 것을 줄일 수 있었고, 이를 실험을 통해 입증하였다.

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Identification of Open-Switch and Short-Switch Failure of Multilevel Inverters through DWT and ANN Approach using LabVIEW

  • Parimalasundar, E.;Vanitha, N. Suthanthira
    • Journal of Electrical Engineering and Technology
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    • 제10권6호
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    • pp.2277-2287
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    • 2015
  • In recent times, multilevel inverters are given high priority in many large industrial drive applications. However, the reliability of multilevel inverters are mainly affected by the failure of power electronic switches. In this paper, open-switch and short-switch failure of multilevel inverters and its identification using a high performance diagnostic system is discussed. Experimental and simulation studies were carried out on five level cascaded H-Bridge multilevel inverter and its output voltage waveforms were analyzed at different switch fault cases and at different modulation index values. Salient frequency domain features of the output voltage signal were extracted using the discrete wavelet transform multi resolution signal decomposition technique. Real time application of the proposed fault diagnostic system was implemented through the LabVIEW software. Artificial neural network was trained offline using the Matlab software and the resultant network parameters were transferred to LabVIEW real time system. In the proposed system, it is possible to precisely identify the individual faulty switch (may be due to open-switch (or) short-switch failure) of multilevel inverters.

DC 모터계의 소음 품질관리를 위한 시간-주파수 분석의 적용 (Application of Time-Frequency Analysis as a Tool for Noise Quality Control of DC Motor Systems)

  • 임상규;최창환
    • 소음진동
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    • 제9권4호
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    • pp.841-848
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    • 1999
  • 직류 모터의 생산 공정품질 확인 작업에 있어서 전체 소음레벨이 합격점에 이른다 할지라도 관능 평가시의 이음으로 인해 불량판정을 받게되는 경우가 있다. 이런 종류의 문제는 가공 또는 조립 공정상에서 발생될수 있는데 본 눈문에서는 과도기적 스펙트럴 분석 혹은 시간-주파수 분석 기법을 소음품질 문제에 적용해 보았다.Case Study로써 윈드쉴드 와이퍼 모터의 이음 발생원이 상세 분석되었으며, 결과적으로 정상적인 주파수 분석에서 발견되지 않았던 아마추어 축의 불량이 충격소음을 일으킨것으로 밝혀졌다. 이를 통해 회전체-기어 시스템의 이음 원인규명을 위한 시간-주파수 분석 기법의 효과적 활용이 잘 나타났다.

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Short Periodicities in Latitudinal Variation of Sunspots

  • Kim, Bang-Yeop;Chang, Heon-Young
    • Journal of Astronomy and Space Sciences
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    • 제28권2호
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    • pp.103-108
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    • 2011
  • The latitudinal variation of sunspots appearing during the period from 1874 to 2009 has been studied in terms of centerof-latitude (COL). The butterfly diagram has been used to study the evolution of the magnetic field and the dynamics at the bottom of the solar convection zone. Short-term periodicities have been of particular interest, in that they are somehow related to the structure and dynamics of the solar interior. We thus have focused our investigation on shortterm periodicities. We first calculated COL by averaging the latitude of sunspots with the weight function in area. Then, we analyzed the time series of COL using the wavelet transform technique. We found that a periodicity of ~5 years is the most dominant feature in the time series of COL, with the exception of the ~11 year solar cycle itself. This periodicity can be easily understood by considering small humps between the minima in the area-weighted butterfly diagram. However, we find that periodicities of ~1.3 (0.064), ~1.5 (0.056), or ~1.8 (0.046) years ($\frac{1}{month}$), month ), which have been previously suggested as evidence of links between the changing structure of the sunspot zone and the tachocline rotation rate oscillations, are insignificant and inconsistent. We therefore conclude that the only existing short-term periodicity is of ~5 years, and that periodicities of ~1.3, ~1.5, or ~1.8 years are likely to be artifacts due to random noise of small sunspots.