• Title/Summary/Keyword: 이산웨이블릿변환

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Analysis of Modified Impact Echo applying Discrete Wavelet Transform (이산 웨이블릿 변환을 적용한 수정충격반향기법의 해석)

  • 추진호;조성호;황선근
    • Proceedings of the Korean Geotechical Society Conference
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    • 2003.03a
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    • pp.309-314
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    • 2003
  • Impact Echo method has been successful in detecting a variety of defects in concrete structure. This study has the objectives to show important aspects of applying the Discrete Wavelet Transform(DWT) to signal processing of Modified Impact Echo(ModIE) Measurement systems and to the understanding of the seismic wave propagation. The data of ModIE were processed by DWT and compared with the results of conventional ModIE Analysis. Although it is inconsistent in the evaluated thickness of concrete lining, the DWT provides the features of separation, synthesis and de-noising in the original signal. The application of technique by wavelet was explained numerically with ABAQUS and performed experimentally with a real scale model in this work. Further works on the possible ways for creating new mother wavelet are specially needed for the enhancement of seismic signal analysis.

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Advanced Sound Source Localization Study Using De-noising Filter based on the Discrete Wavelet Transform(DWT) (이산 웨이블릿 변환 기반 디-노이징 필터를 이용한 향상된 음원 위치 추정 연구)

  • Hwang, Bo-Yeon;Jung, Jae-Hoon;Lee, Jang-Myung
    • Journal of Institute of Control, Robotics and Systems
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    • v.21 no.12
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    • pp.1185-1192
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    • 2015
  • In this paper, a study of advanced sound source localization is conducted by eliminating the noise of the sound source using the discrete wavelet transform. And experiments are conducted to evaluate the performance of the proposed system that the mobile robot follows sound source stably. In addition, we compare the position estimation performance by applying a discrete wavelet transform to improve the reliability of the sound signal. The experimental results reveal that the de-nosing filter which removes the noise component in sound source can make the performance of position estimation more precisely and help the mobile robot distinguish the objective sound source clearly.

Calculation Time Reduction Algorithm of 2-Dimensional Discrete Wavelet Transform (2차원 이산 웨이블릿 변환의 계산시간 감소를 위한 알고리듬)

  • 이혁범;유지상;김종현;서영호;김왕현;김동욱
    • Proceedings of the IEEK Conference
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    • 2000.11d
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    • pp.49-52
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    • 2000
  • This paper is to propose an algorithm to reduce the calculation time to perform the 2-dimensional Discrete Wavelet Transform(2DWT). We call this algorithm as Reduced 2-dimensional Discrete Wavelet Transformation(R2DWT). This algorithm uses a modified Mallat-tree such that in each level, the column transform is performed only with the low-pass filtered row transform result. The resulting number of sub-band regions is 2L+1, meanwhile the original(2DWT) has 3L+1 sub-regions, where L is the transform level. To show the proposed algorithm is useful without much loss in SNR(Signal-to-Noise Ratio), we performed experiments with various images. The results showed that above 5:1 in compression ratio, the proposed algorithm has less than 0.SdB difference in SNR from 2DWT with about 25% reduction in calculation time.

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Overdrive Frame Memory Reduction Using a Fast Discrete Wavelet Transform (고속 이산 웨이블릿 변환을 이용한 Overdrive 프레임 메모리 축소)

  • Seong, Jeong-Hoon;Moon, Hyeok;Chun, Ik-Jae;Kim, Bo-Gwan
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.933-936
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    • 2005
  • Applications of LCD panel are getting more increased for motion-image applications. However, when the motion-images are displayed on LCD panels, they may be blurred due to slow response time of liquid crystal (LC). One of the solutions of the problem is overdrive technique. The technique has a lot of memory usage. In this paper, we propose a reduction method of the frame memory that is required for LCD overdrive. Proposed overdrive architecture consists of line-based lifting integer (5, 3) DWT filter for image data reduction and BLI (Bi-Linearly Interpolation) LUT for pixel value accelerating.

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Performance Evaluation and Analysis for Discrete Wavelet Transform on Many-Core Processors (매니코어 프로세서 상에서 이산 웨이블릿 변환을 위한 성능 평가 및 분석)

  • Park, Yong-Hun;Kim, Jong-Myon
    • IEMEK Journal of Embedded Systems and Applications
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    • v.7 no.5
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    • pp.277-284
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    • 2012
  • To meet the usage of discrete wavelet transform (DWT) on potable devices, this paper implements 2-level DWT using a reference many-core processor architecture and determine the optimal many-core processor. To explore the optimal many-core processor, we evaluate the impacts of a data-per-processing element ratio that is defined as the amount of data mapped directly to each processing element (PE) on system performance, energy efficiency, and area efficiency, respectively. This paper utilized five PE configurations (PEs=16, 64, 256, 1,024, and 4,096) that were implemented in 130nm CMOS technology with a 720MHz clock frequency. Experimental results indicated that maximum energy and area efficiencies were achieved at PEs=1,024. However, the system area must be limited 140mm2 and the power should not exceed 3 watts in order to implement 2-level DWT on portable devices. When we consider these restrictions, the most reasonable energy and area efficiencies were achieved at PEs=256.

A study on a FPGA based implementation of the 2 dimensional discrete wavelet transform using a fast lifting scheme algorithm for the JPEG2000 image compression (JPEG2000 영상압축을 위한 리프팅 설계 알고리즘을 이용한 2차원 이산 웨이블릿 변환 프로세서의 FPGA 구현에 대한 연구)

  • 송영규;고광철;정제명
    • Proceedings of the IEEK Conference
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    • 2003.07e
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    • pp.2315-2318
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    • 2003
  • The Wavelet Transform has been applied in mathematics and computer sciences. Numerous studies have proven its advantages in image processing and data compression, and have made it a basic encoding technique in data compression standards like JPEG2000 and MPEG-4. Software implementations of the Discrete Wavelet Transform (DWT) appears to be the performance bottleneck in real-time systems in terms of performance. And hardware implementations are not flexible. Therefore, FPGA implementations of the DWT has been a topic of recent research. The goal of this thesis is to investigate of FPGA implementations of the DWT Processor for image compression applications. The DWT processor design is based on the Lifting Based Wavelet Transform Scheme, which is a fast implementation of the DWT The design uses various techniques. The DWT Processor was simulated and implemented in a FLEX FPGA platform of Altera

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Proposition and Application of Novel DWT Mother Function for AE signature (AE 신호를 위한 새로운 DWT 기저함수 제안 및 적용)

  • Gu, Dong-Sik;Kim, Jae-Gu;Choi, Byeong-Keun
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2011.04a
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    • pp.582-587
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    • 2011
  • Acoustic Emission(AE) is widely used for early detection of faults for rotating machinery in these days because of its high sensitivity. AE signal has to need for transferring to low frequency range for the spectrum analysis included the fault mechanism. In transferring process, we lose a lot of fault information caused by unusable signal processing method. Discrete Wavelet Transform(DWT) is a method of signal processing for AE signatures, but the pattern of its mother function is not optimized with AE signals. So, we can lose the fault information when we want to use the DWT for AE signal. Therefore, in this paper, we will propose a novel pattern for DWT mother function, which is optimized with AE signals. And it will be applied to compare the results of DWT by daubechie and novel pattern.

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Adaptive Watermarking based on Fuzzy Inference and Human Visual System (퍼지 추론과 시각특성 기반의 적응적 워터마킹)

  • Shin Hee-Jong;Park Ki-Hong;Kim Yoon-Ho
    • Journal of Digital Contents Society
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    • v.5 no.4
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    • pp.311-315
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    • 2004
  • In this paper, we proposed a robust watermarking algorithm based on fuzzy inference and human visual system. In the first, discrete wavelet transform(DWT) is involved to calculate additive energy strength, then we devised fuzzy inference, which was established by computing contrast and texture degree in gray-level image. Watermark is embeded into the coefficients of 3-level DWT so as to consider a spatial effects. Visual recognizable patterns such as binary image were used as a watermark Consequently, experimental results showed that proposed algorithm is robust in JPEC compression.

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An Invisible Image Pattern Watermark System Using Triplet (트리플릿을 이용한 비가시적 이미지 패턴 워터마크)

  • Park, Byung-Su;Shin, Soung-Wook;Chu, Hyung-Suk;An, Chong-Koo
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.169-170
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    • 2007
  • 인터넷과 통신기술의 급격한 발전으로 인한 디지털 컨텐츠의 저자 동의 없는 복사 배포의 증가는 저작권 침해 및 불법 복제 및 배포, 위조 등의 문제를 발생시켰다. 이러한 저작권 문제를 해결하기 위한 사후적 방법으로 디지털 워터마크 기술이 개발되었다. 본 논문은 이산 웨이블릿 변환의 트리플린 특징을 이용한 바코드 이미지 워터마크 알고리즘을 제안하였다. 바코드 이미지 워터마크에 일정한 패턴을 이용하여 여러 공격에 강인성을 갖게 하였다. 또한 워터마크 추출시 상관도를 구하지 않아도 시각적으로 워터마크의 삽입 여부를 확인 할 수 있으며, 낮은 상관도에서도 워터마크를 시각적으로 확인 할 수 있는 장점을 갖는다.

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A Study on a Logo Extraction Algorithm for Copyright Protection of Digital Contents (디지털 컨텐츠의 저작권 보호를 위한 로고 검출 알고리즘에 관한 연구)

  • 최준기
    • Journal of the Korea Society of Computer and Information
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    • v.8 no.3
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    • pp.124-129
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    • 2003
  • Recently, on the internet, we need the protection methods of digital contents. To Protect web contents, we inserted a visible watermark but it could be removed easily and covered some place of original contents. In this paper, we proposed a logo detection algorithm that it insert an invisible logo watermark and extract after attacks. Previous works, it didn't show clearly. Experimental results show that it can be extracted all logo images after an attack. And it is proved that proposed scheme is an appropriate algorithm.

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