• 제목/요약/키워드: wavelet technique

검색결과 607건 처리시간 0.032초

웨이블릿 변환 기반의 컬러영상 워터마킹 (Color Images Watermarking Based on Wavelet Transform)

  • 박영일;김석태
    • 한국정보통신학회논문지
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    • 제11권10호
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    • pp.1828-1834
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    • 2007
  • 본 논문에서는 웨이블릿 변환을 기반으로 한 새로운 컬러영상 워터마킹 기법을 제안한다. 먼저 RGB컬러영역을 YCbCr 좌표계로 변환한다. 그리고 워터마크에 대해 Arnold 변환을 하여 워터마크의 상관성을 적게 만든다. 그 후, 선형비트확장 기법을 적용하여 확대된 워터마크를 웨이블릿 변환된 컬러 영상의 Y 영역-저주파대에 일정한 강도로 삽입한다. 워터마크를 추출할 때는 F-노름(norm) 함수를 이용한다. 다양한 칼라영상에 대해 실험을 한 결과 제안한 방법은 충실도와 강인성 측면에서 우수한 특성을 가짐을 확인하였다.

FDR를 위한 RDWT에 의한 주파수 추정 기법 (Frequency Estimation Method using Recursive Discrete Wavelet Transform for Fault Disturbance Recorder)

  • 박철원;반우현
    • 전기학회논문지
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    • 제60권8호
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    • pp.1492-1501
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    • 2011
  • A wide-area protection intelligent technique has been used to improve a reliability in power systems and to prevent a blackout. Nowadays, voltage and current phasor estimation has been executed by GPS-based synchronized PMU, which has become an important way of wide-area blackout protection for the prevention of expending faults in power systems. As this technique has the difficulties in collecting and sharing of information, there have been used a FNET method for the wide-area intelligent protection. This technique is very useful for the prediction of the inception fault and for the prevention of fault propagation with accurate monitoring frequency and frequency deviation. It consists of FDRs and IMS. It is well known that FNET can detect the dynamic behavior of system and obtain the real-time frequency information. Therefore, FDRs must adopt a optimal frequency estimation method that is robust to noise and fault. In this paper, we present comparative studies for the frequency estimation method using IRDWT(improved recursive discrete wavelet transform), for the frequency estimation method using FRDWT(fast recursive discrete wavelet transform). we used the Republic of Korea 345kV power system modeling data by EMTP-RV. The user-defined arbitrary waveforms were used in order to evaluate the performance of the proposed two kinds of RDWT. Also, the frequency variation data in various range, both large range and small range, were used for simulation. The simulation results showed that the proposed frequency estimation technique using FRDWT can be the optimal frequency measurement method applied to FDRs.

Analysis and Compression of Spun-yarn Density Profiles using Adaptive Wavelets

  • Kim, Joo-Yong
    • 한국염색가공학회지
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    • 제18권5호
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    • pp.88-93
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    • 2006
  • A data compression system has been developed by combining adaptive wavelets and optimization technique. The adaptive wavelets were made by optimizing the coefficients of the wavelet matrix. The optimization procedure has been performed by criteria of minimizing the reconstruction error. The resulting adaptive basis outperformed such conventional basis as Daubechies-5 by 5-10%. It was also shown that the yarn density profiles could be compressed by over 95% without a significant loss of information.

Spectral analysis of random process

  • Akizuki, Kageo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1994년도 Proceedings of the Korea Automatic Control Conference, 9th (KACC) ; Taejeon, Korea; 17-20 Oct. 1994
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    • pp.13-20
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    • 1994
  • The spectrum estimation methods of random processes are expressed in this paper. Beginning with the basic theory, non-parametric and parametric methods are overviewed. As to non-parametric method, numerical calculation method is also discussed. As to parametric method, AR model is a very famous and effective model representing random process. Estimation methods of AR parameters which have been proposed are mentioned here. Wavelet analysis is a recently interested technique in signal processing. An application of wavelet analysis is also shown.

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A New Robust Watermark Embedding into Wavelet DC Components

  • Joo, Sang-Hyun;Suh, Young-Ho;Shin, Jae-Ho;Kikuchi, Hisakazu
    • ETRI Journal
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    • 제24권5호
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    • pp.401-404
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    • 2002
  • In this paper, we propose a non-blind watermarking method that embeds a pseudo-random sequence (watermarks) into wavelet DC components. The DC area is not suitable for embedding because of severe visual degradation. We overcome the degradation problem by embedding watermarks into visually insensitive locations. We compare our experimental results with respect to JPEG compression with Cox’s popular correlation-based method. We also compare the robustness of our technique with other methods registered in CheckMark. This study reveals that the proposed method simultaneously provides good fidelity in quality as well as robustness against external attacks.

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Feature engineering with Wavelet transform for Transient detection in KMTNet Supernova Project

  • Lee, Jae-Joon
    • 천문학회보
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    • 제42권2호
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    • pp.64.3-64.3
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    • 2017
  • For the detection of transient sources in optical wide field surveys like KMTNet Supernova Project, difference imaging technique is commonly used. As this method produces a fair amount of false positives, it is also common to utilize machine learning algorithms to screen likely true positives. While deep learning methods such as a convolutional neural network has been successfully applied recently, its application can be limited if the size of the training sample is small. I will discuss a variation of more conventional method that adopts the wavelet transform for feature engineering and its performance.

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자기회귀 웨이블릿 신경망을 이용한 풍력 발전 시스템의 적응 속도 제어기 설계 (Design of Adaptive Velocity Controller for Wind Turbines Using Self Recurrent Wavelet Neural Network)

  • 송승관;최윤호;박진배
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 제39회 하계학술대회
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    • pp.1691-1692
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    • 2008
  • In this paper, the adaptive neural network technique is proposed to control the speed of wind power generation system. For maximizing generated power effectively, adaptive neural algorithm based on SRWMM(Self Recurrent Wavelet Neural Network) is derived to on-line adjust the excitation winding voltage of the generator. Through computer simulations, it is shown that the proposed method can achieve smooth and asymptotic rotor speed tracking.

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COMPACTLY SUPPORTED WAVELET AND THE NUMERICAL SOLUTION OF THE VLASOV EQUATION

  • Benhadid, Yacine
    • Journal of applied mathematics & informatics
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    • 제24권1_2호
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    • pp.17-30
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    • 2007
  • A new scheme for solving the Vlasov equation using a compactly supported wavelets basis is proposed. We use a numerical method which minimizes the numerical diffusion and conserves a reasonable time computing cost. So we introduce a representation in a compactly supported wavelet of the derivative operator. This method makes easy and simple the computation of the coefficients of the matrix representing the operator. This allows us to solve the two equations which result from the splitting technique of the main Vlasov equation. Some numerical results are exposed using different numbers of wavelets.

웨이브렛과 유전 알고리즘을 이용한 시스템 근사화 (The Study of Wavelet Theory for System Identifications)

  • 이영석;김동옥;서보혁
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 하계학술대회 논문집 B
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    • pp.638-640
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    • 1998
  • This paper discusses approximation modelling of discrete-time linear time-varying system(LTVS). The wavelet theory and genetic algorithm are considered as a tool for representing and approximating a LTVS. The joint time-frequency properties of wave analysis are appropriate for describing the LTVS. Simulation results is included to illustrate the potential application of the technique.

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웨이블릿 영역에서 근사 계수의 증감 정보를 이용한 블라인드 워터마크 (A Blind Watermarking Technique Using Difference of Approximation Coefficients in Wavelet Domain)

  • 윤혜진;성영경;최태선
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(4)
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    • pp.219-222
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    • 2002
  • In this paper, we propose a new blind image watermarking method in wavelet domain. It is necessary to find out watermark insertion location in blind watermark. We use horizontal and vertical difference of LL components to select watermark insertion location, because increment or decrement of successive components is rarely changed in LL band. A pseudo-random sequence is used as a watermark. Experimental results show that the proposed method is robust to various kinds of attacks such as JPEG lossy compression, averaging, median filtering, resizing, histogram equalization, and additive Gaussian noise.

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