• 제목/요약/키워드: optimal embedding

검색결과 88건 처리시간 0.023초

생체 카오스의 최적 어트렉터 재구성에 관한 연구 (A Study on Optimal Attractor Reconstruction of Biological Chaos)

  • 장재호;이병채;이명호
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1994년도 추계학술대회
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    • pp.142-146
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    • 1994
  • This paper proposes an fill-factor algorithm that determines embedding parameters which are needed in optimal attractor reconstruction. For reliability test, using this algorithm, we reconstructs the attractor of numerical chaotic data such as Duffing equation, Lorenz equation and Rossler equation whose embedding parameters are known. Also we reconstructs the attractor of experimental data and evaluates correlation dimension. Experimental data used in this paper are 38 ECG data of AHA(American Heart Association) ECG database. For numerical chaotic data, correlation dimension and Lyapunov exponent of reconstructed attractor are very close to those of attractor using original coordinate system.

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Adaptive Image Watermarking Using a Stochastic Multiresolution Modeling

  • Kim, Hyun-Chun;Kwon, Ki-Ryong;Kim, Jong-Jin
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 ITC-CSCC -1
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    • pp.172-175
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    • 2002
  • This paper presents perceptual model with a stochastic rnultiresolution characteristic that can be applied with watermark embedding in the biorthogonal wavelet domain. The perceptual model with adaptive watermarking algorithm embed at the texture and edge region for more strongly embedded watermark by the SSQ(successive subband quantization). The watermark embedding is based on the computation of a NVF(noise visibility function) that have local image properties. This method uses non-stationary Gaussian model stationary Generalized Gaussian model because watermark has noise properties. In order to determine the optimal NVF, we consider the watermark as noise. The particularities of embedding in the stationary GG model use shape parameter and variance of each subband regions in multiresolution. To estimate the shape parameter, we use a moment matching method. Non-stationary Gaussian model use the local mean and variance of each subband. The experiment results of simulation were found to be excellent invisibility and robustness. Experiments of such distortion are executed by Stirmark benchmark test.

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세 방향 자료 은닉이 가능한 이미지 스테가노그래픽기법 연구 (Steganographic Method Based on Three Directional Embedding)

  • 정기현;김인택;김재철
    • 한국군사과학기술학회지
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    • 제13권2호
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    • pp.268-274
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    • 2010
  • A steganographic method using three directional data embedding for gray images is presented in this paper. Cover image is divided into non-overlapping $2\times2$ sub-blocks and the basis pixel is selected to calculate the three different values of each sub-block. Difference values are replaced by embedding the number of secret bits that is referenced by the range table. For the three pixel pairs in the sub-block, the optimal pixel adjustment is preceded to reduce the distortion of visual quality. The experimental results show that the proposed method achieves a good visual quality and high capacity.

GENERALIZED CHEN INEQUALITY FOR CR-WARPED PRODUCTS OF LOCALLY CONFORMAL KÄHLER MANIFOLDS

  • Harmandeep Kaur;Gauree Shanker;Ramandeep Kaur;Abdulqader Mustafa
    • 호남수학학술지
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    • 제46권1호
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    • pp.47-59
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    • 2024
  • The purpose of the Nash embedding theorem was to take extrinsic help for studying the intrinsic Riemannian geometry. To realize this aim in actual practice there is a need for optimal relationships between the known intrinsic invariants and the main extrinsic invariants for Riemannian submanifolds. This paper aims to provide an optimal relationship for CR-warped product submanifolds of locally conformal Kähler manifolds.

Cyclic Shift Based Tone Reservation PAPR Reduction Scheme with Embedding Side Information for FBMC-OQAM Systems

  • Shi, Yongpeng;Xia, Yujie;Gao, Ya;Cui, Jianhua
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권8호
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    • pp.2879-2899
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    • 2021
  • The tone reservation (TR) scheme is an attractive method to reduce peak-to-average power ratio (PAPR) in the filter bank multicarrier with offset quadrature amplitude modulation (FBMC-OQAM) systems. However, the high PAPR of FBMC signal will severely degrades system performance. To address this issue, a cyclic shift based TR (CS-TR) scheme with embedding side information (SI) is proposed to reduce the PAPR of FBMC signals. At the transmitter, four candidate signals are first generated based on cyclic shift of the output of inverse discrete Fourier transform (IDFT), and the SI of the selected signal with minimum peak power among the four candidate signals is embedded in sparse symbols with quadrature phase-shift keying constellation. Then, the TR weighted by optimal scaling factor is employed to further reduce PAPR of the selected signal. At the receiver, a reliable SI detector is presented by determining the phase rotation of SI embedding symbols, and the transmitted data blocks can be correctly demodulated according to the detected SI. Simulation results show that the proposed scheme significantly outperforms the existing TR schemes in both PAPR reduction and bit error rate (BER) performances. In addition, the proposed scheme with detected SI can achieve the same BER performance compared to the one with perfect SI.

딥러닝을 이용한 법률 분야 한국어 의미 유사판단에 관한 연구 (Deep Learning Based Semantic Similarity for Korean Legal Field)

  • 김성원;박광렬
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제11권2호
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    • pp.93-100
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    • 2022
  • 기존의 데이터 검색 방법으로는 키워드 중심의 검색 방법이 주로 사용되나, 이는 전문적인 용어가 많이 쓰이는 법률 분야의 검색 방법으로는 적합하지 않다. 이에 대해 본 논문에서는 법률 분야의 효과적인 데이터 검색 방안을 제안한다. 법률 도메인의 자연어처리 분야에서 문장 간의 유사성을 판단하는 데 최적화된 임베딩 방법에 관하여 서술한다. 법률문장을 TF-IDF를 이용하여 키워드 기반으로 임베딩하거나 Universal Sentence Encoder를 이용하여 의미 기반으로 임베딩을 한 후, BERT모델을 결합하여 법률 분야에서 문장 간 유사성을 검사하여 데이터를 검색하는 최적의 방안을 제안한다.

MEASURE THEORETICAL APPROACH FOR OPTIMAL SHAPE DESIGN OF A NOZZLE

  • FARAHI M. H.;BORZABADI A. H.;MEHNE H. H.;KAMYAD A. V.
    • Journal of applied mathematics & informatics
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    • 제17권1_2_3호
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    • pp.315-328
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    • 2005
  • In this paper we present a new method for designing a nozzle. In fact the problem is to find the optimal domain for the solution of a linear or nonlinear boundary value PDE, where the boundary condition is defined over an unspecified domain. By an embedding process, the problem is first transformed to a new shape-measure problem, and then this new problem is replaced by another in which we seek to minimize a linear form over a subset of linear equalities. This minimization is global, and the theory allows us to develop a computational method to find the solution by a finite-dimensional linear programming problem.

Joint Access Point Selection and Local Discriminant Embedding for Energy Efficient and Accurate Wi-Fi Positioning

  • Deng, Zhi-An;Xu, Yu-Bin;Ma, Lin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제6권3호
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    • pp.794-814
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    • 2012
  • We propose a novel method for improving Wi-Fi positioning accuracy while reducing the energy consumption of mobile devices. Our method presents three contributions. First, we jointly and intelligently select the optimal subset of access points for positioning via maximum mutual information criterion. Second, we further propose local discriminant embedding algorithm for nonlinear discriminative feature extraction, a process that cannot be effectively handled by existing linear techniques. Third, to reduce complexity and make input signal space more compact, we incorporate clustering analysis to localize the positioning model. Experiments in realistic environments demonstrate that the proposed method can lower energy consumption while achieving higher accuracy compared with previous methods. The improvement can be attributed to the capability of our method to extract the most discriminative features for positioning as well as require smaller computation cost and shorter sensing time.

Reversible Watermarking Method Using Optimal Histogram Pair Shifting Based on Prediction and Sorting

  • Hwang, Hee-Joon;Kim, Hyoung-Joong;Sachnev, Vasiliy;Joo, Sang-Hyun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제4권4호
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    • pp.655-670
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    • 2010
  • To be reversible as a data hiding method, the original content and hidden message should be completely recovered. One important objective of this approach is to achieve high embedding capacity and low distortion. Using predicted errors is very effective for increasing the embedding capacity. Sorting the predicted errors has a good influence on decreasing distortion. In this paper, we present an improved reversible data hiding scheme using upgraded histogram shifting based on sorting the predicted errors. This new scheme is characterized by the algorithm which is able to find the optimum threshold values and manage the location map effectively. Experimental results compared with other methods are presented to demonstrate the superiority of the proposed method.