• 제목/요약/키워드: Transform

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무손실 영상 압축을 위한 변형된 정수 변환들에 대한 성능 분석 (Performance analysis on modified integer transforms for lossless image compression)

  • 김희경;유훈
    • 한국정보통신학회논문지
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    • 제16권6호
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    • pp.1273-1278
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    • 2012
  • 본 논문에서는 무손실 영상 압축에서 쓰이는 변형된 정수 변환들을 설명하고 이를 2차원으로 확장한 것에 대한 성능 분석을 제시한다. 변형된 정수 변환들은 2차원으로 확장하는 방법에 따라서 그 성능 및 복잡도가 다른 면이 있다. 따라서 본 논문에서는 분리 가능한 형태로 확장한 변형 H.264 정수 변환 및 리프팅 구조를 이용한 가역 정수 변환과 분리 가능하지 않은 형태로 확장한 JPEG XR의 PCT변환에 대한 성능 및 복잡도를 비교 분석하여 제시하고, 이에 관련된 실험 결과를 제공한다. 실험 결과는 리프팅 구조를 이용하여 변형된 가역 정수 변환을 분리 가능한 형태로 확장하는 방법이 압축 효율면에서 가장 우수함을 보여준다.

S-Transform Based Time-Frequency Analysis of Leakage Current Signals of Transmission Line Insulators under Polluted Conditions

  • Natarajan, A.;Narayanan, Suthanthiravanitha
    • Journal of Electrical Engineering and Technology
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    • 제10권2호
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    • pp.616-624
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    • 2015
  • Flashover of power transmission line insulators due to contamination is a major threat to the reliable operation of power system. This paper deals with the analysis of leakage current characteristics of polymeric insulator using S-Transform technique in order to develop a better diagnostic tool to identify the surface condition of outdoor polymeric insulators. In this work, experiments were carried out on 11 kV silicone rubber insulator under AC voltage at different pollution levels. Moving average technique was adopted to find the trend followed by LC peak at different relative humidity conditions. S-Transform was used to find the relationship between energy and frequency content of the leakage current signal with respect to increase in pollution level over a period of time. From the S-Transform time-frequency contour analysis, point of transition to severe arcing due to increase in pollution and its thershold limit were evaluated. Reported results show that the surface condition of insulators could be easily identified from the S-Transform time-frequency analysis of leakage current signals.

하다마드변환을 이용한 광소자 정렬용 다채널 광파워메터 (Multiple Channel Optical Power Meter for Optical Alignment using Hadamard Transform)

  • 조남원;윤태성;박진배;곽기석
    • 대한전기학회논문지:시스템및제어부문D
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    • 제55권5호
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    • pp.205-215
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    • 2006
  • In this paper an optical power meter using Hadamard transform, which can be used in multiple channel optical elements alignment system, is proposed. A traditional optical power meter in multiple channel optical elements alignment system is able to judge how well the elements are aligned each other by measuring optical power of the first and the last two channels with at least two detectors. It has critical drawback that the alignment accuracy per channel is dependent on the number of detectors. The proposed optical power meter can get noise reduction by the Hadamard transform based multiplexing technique. The Hadamard transform based multiplexing technique using spatial light modulators is distinguished by the best enhancement of signal-to-noise ratio (SNR) for the reconstructed signals. Moreover, the noise reduction increases with increasing the order of multiplexing, namely the number of optical element channels. The proposed system is implemented by PDLC (Polymer Dispersed Liquid Crystal) mask which is operated by electric filed and generates optimal multiplexing patterns based on the Hadamard transform and single detector. It means that we obtain not only the each channel's optical power of multiple channel elements at once but also the best enhancement of SNR with single detector. Experimental results show that the proposed optical power meter is suitable for an active optical alignment system for multiple channel optical elements.

Hybrid Color and Grayscale Images Encryption Scheme Based on Quaternion Hartley Transform and Logistic Map in Gyrator Domain

  • Li, Jianzhong
    • Journal of the Optical Society of Korea
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    • 제20권1호
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    • pp.42-54
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    • 2016
  • A hybrid color and grayscale images encryption scheme based on the quaternion Hartley transform (QHT), the two-dimensional (2D) logistic map, the double random phase encoding (DRPE) in gyrator transform (GT) domain and the three-step phase-shifting interferometry (PSI) is presented. First, we propose a new color image processing tool termed as the quaternion Hartley transform, and we develop an efficient method to calculate the QHT of a quaternion matrix. In the presented encryption scheme, the original color and grayscale images are represented by quaternion algebra and processed holistically in a vector manner using QHT. To enhance the security level, a 2D logistic map-based scrambling technique is designed to permute the complex amplitude, which is formed by the components of the QHT-transformed original images. Subsequently, the scrambled data is encoded by the GT-based DRPE system. For the convenience of storage and transmission, the resulting encrypted signal is recorded as the real-valued interferograms using three-step PSI. The parameters of the scrambling method, the GT orders and the two random phase masks form the keys for decryption of the secret images. Simulation results demonstrate that the proposed scheme has high security level and certain robustness against data loss, noise disturbance and some attacks such as chosen plaintext attack.

Robust Digital Watermarking for High-definition Video using Steerable Pyramid Transform, Two Dimensional Fast Fourier Transform and Ensemble Position-based Error Correcting

  • Jin, Xun;Kim, JongWeon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권7호
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    • pp.3438-3454
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    • 2018
  • In this paper, we propose a robust blind watermarking scheme for high-definition video. In the embedding process, luminance component of each frame is transformed by 2-dimensional fast Fourier transform (2D FFT). A secret key is used to generate a matrix of random numbers for the security of watermark information. The matrix is transformed by inverse steerable pyramid transform (SPT). We embed the watermark into the low and mid-frequency of 2D FFT coefficients with the transformed matrix. In the extraction process, the 2D FFT coefficients of each frame and the transformed matrix are transformed by SPT respectively, to produce two oriented sub-bands. We extract the watermark from each frame by cross-correlating two oriented sub-bands. If a video is degraded by some attacks, the watermarks of frames contain some errors. Thus, we use an ensemble position-based error correcting algorithm to estimate the errors and correct them. The experimental results show that the proposed watermarking algorithm is imperceptible and moreover is robust against various attacks. After embedding 64 bits of watermark into each frame, the average peak signal-to-noise ratio between original frames and embedded frames is 45.7 dB.

능동소나 linear frequency modulation 신호의 fractional Fourier transform 분석에 기반한 표적의 거리 추정 (Estimation of target distance based on fractional Fourier transform analysis of active sonar linear frequency modulation signals)

  • 형성웅;박명호;황수복;배건성
    • 한국음향학회지
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    • 제35권1호
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    • pp.8-15
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    • 2016
  • Fractional 푸리에 변환(Fractional Fourier Transform : FrFT)은 기존의 푸리에 변환의 일반화된 형태로서, 변환차수 ${\alpha}$에 따라 임의의 시간-주파수 영역에서의 신호해석이 가능하다. FrFT는 특히 LFM(Linear Frequency Modulation) 신호의 분석에 있어 잡음에 강한 특성으로 인해 많은 장점을 가진다. 본 논문에서는 능동소나에서 표적에 맞고 반향된 수신신호의 FrFT 스펙트럼으로부터 표적과의 거리를 추정하는 새로운 방법을 제안하였다. 합성한 표적 신호를 통해 제안한 방법의 타당성을 검증하였으며, 실제 수중 실험을 통해 얻은 잡음 및 잔향 환경에서의 신호에서도 신뢰성 있는 표적과의 거리 추정이 가능함을 확인하였다.

Video Coding Algorithm Based on High Efficiency Video Coding (HEVC) and Hybrid Transforms

  • Wang, Chengyou;Shan, Rongyang;Zhou, Xiao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권9호
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    • pp.4448-4466
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    • 2018
  • In recent years, due to its high efficiency and better performance, the high efficiency video coding (HEVC) has become the most common compression standard in the field of video coding. In this paper, the framework of HEVC is deeply analyzed, and an improved HEVC video coding algorithm based on all phase biorthogonal transform (APBT) is proposed, where APBT is utilized to replace the discrete cosine transform (DCT) and discrete sine transform (DST) in original HEVC standard. Based on the relationship between APBT and DCT, the integer APBT is deduced. To further improve the coding performance, an optimal HEVC video coding algorithm based on hybrid APBT is proposed. The coding performance of the proposed HEVC coding algorithm is improved without increasing the complexity. Experimental results show that compared with HEVC standard algorithm, the improved HEVC video coding algorithm based on hybrid APBT can improve the coding performance of chrominance components by about 0.3%.

웨이브렛 변환을 이용한 EMI 신호해석 및 잡음제거에 관한 연구 (A Study on the EMI Signal Analysis and Denoising Using a Wavelet Transform)

  • 윤기방;박제헌;김기두
    • 전자공학회논문지T
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    • 제35T권3호
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    • pp.37-45
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    • 1998
  • 본 논문에서는 웨이브렛 변환을 이용하여 EMI(Electromagnetic Interference: 전자파 장해) 신호로부터 각각 다른 주파수 성분과 시간정보를 동시에 추출하고, 시간과 주파수 영역에서 웨이브렛 변환의 수행결과를 해석할 수 있도록 하였다. Daubechies-4 필터 계수를 사용한 다중해상도 해석(multiresolution analysis)을 수행하여 EMI 신호로부터 대상 신호의 주파수 성분이 속하는 주파수 대역을 추출하고, 웨이브렛 변환 결과를 통하여 시간정보를 얻었다. 또한 웨이브렛 변환 결과를 평가하기 위해 상관해석법을 시도하고, 웨이브렛 함수에 따른 변환 결과를 비교함으로써 해석하고자 하는 신호에 가장 적합한 웨이브렛 함수를 선택하여 신호의 파형분석과 고조파 해석을 시뮬레이션으로 검증하였다. 그리고 soft thresholding 기법을 이용하여 EMI 신호에 대한 잡음제거의 효과를 입증하였다.

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임의의 직교 블록 변환 영역에서 영상 특성에 적합한 필터를 사용한 영상 해상도 변환 (Image Resizing in an Arbitrary Block Transform Domain Using the Filters Suitable to Image Signal)

  • 오형석;김원하;구준모
    • 대한전자공학회논문지SP
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    • 제45권5호
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    • pp.52-62
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    • 2008
  • 본 논문에서는 임의의 블록 변환 영역에서 영상의 특성에 적절한 필터를 사용하여 영상의 해상도를 변환하는 기법을 개발 한다. 이를 위하여 임의의 직교 transform 영역에서 해상도 변환을 수행하는 모든 과정을 matrix 곱으로 표현하여 해상도 변환을 수행하는 matrix를 유도한다. 해상도 변환을 수행하는 matrix는 영상 특성에 알맞은 필터를 선택하여 사용할 수 있도록 설계한다. 개발된 기법은 다양한 transform 영역에 적용할 수 있고, 동영상 부호화시 발생되는 inter/intra block들이 혼합되어 있는 영상의 해상도 변환에 적용 가능함을 실험을 통하여 검증하였다.

최적화 정수형 여현 변환 (Optimized Integer Cosine Transform)

  • 이종하;김혜숙;송인준;곽훈성
    • 전자공학회논문지B
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    • 제32B권9호
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    • pp.1207-1214
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    • 1995
  • We present an optimized integer cosine transform(OICT) as an alternative approach to the conventional discrete cosine transform(DCT), and its fast computational algorithm. In the actual implementation of the OICT, we have used the techniques similar to those of the orthogonal integer transform(OIT). The normalization factors are approximated to single one while keeping the reconstruction error at the best tolerable level. By obtaining a single normalization factor, both forward and inverse transform are performed using only the integers. However, there are so many sets of integers that are selected in the above manner, the best OICT matrix obtained through value minimizing the Hibert-Schmidt norm and achieving fast computational algorithm. Using matrix decomposing, a fast algorithm for efficient computation of the order-8 OICT is developed, which is minimized to 20 integer multiplications. This enables us to implement a high performance 2-D DCT processor by replacing the floating point operations by the integer number operations. We have also run the simulation to test the performance of the order-8 OICT with the transform efficiency, maximum reducible bits, and mean square error for the Wiener filter. When the results are compared to those of the DCT and OIT, the OICT has out-performed them all. Furthermore, when the conventional DCT coefficients are reduced to 7-bit as those of the OICT, the resulting reconstructed images were critically impaired losing the orthogonal property of the original DCT. However, the 7-bit OICT maintains a zero mean square reconstruction error.

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