• 제목/요약/키워드: Domain Generation Algorithm

검색결과 116건 처리시간 0.028초

벡터양자화를 이용한 웨이브렛 영상데이터 압축 (Wavelet Image Data Compression Using Vector Quantization)

  • 최유일;조창호;이상효;조도현;이종용
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2003년도 하계종합학술대회 논문집 Ⅳ
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    • pp.2287-2290
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    • 2003
  • In this paper, an image vector quantization method is proposed not only to improve the compression ratio but also to reduce the computation cost. The proposed method could save the computation cost of codebook generation and encoding by using the modified LBG algorithm of Partial Search Partial Distortion (PSPD) in wavelet domain, by which the code book was constructed together with the partial codebook search, the partial code vector elements, and the interruption criterion. We have designed and implemented the vector quantizer to verify the improvement in reducing compression ratio in encoding processing and reducing the computation cost.

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3D View Synthesis with Feature-Based Warping

  • Hu, Ningning;Zhao, Yao;Bai, Huihui
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권11호
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    • pp.5506-5521
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    • 2017
  • Three-dimensional video (3DV), as the new generation of video format standard, can provide the viewers with a vivid screen sense and a realistic stereo impression. Meanwhile the view synthesis has become an important issue for 3DV application. Differently from the conventional methods based on depth, in this paper we propose a new view synthesis algorithm, which can employ the correlation among views and warp in the image domain only. There are mainly two contributions. One is the incorporation of sobel edge points into feature extraction and matching, which can obtain a better stable homography and then a visual comfortable synthesis view compared to SIFT points only. The other is a novel image blending method proposed to obtain a better synthesis image. Experimental results demonstrate that the proposed method can improve the synthesis quality both in subjectivity and objectivity.

초음파 골밀도 측정에서 재현성 향상 방법에 관한 연구 (A Study on Method for Improving Reproducibility in the Ultrasonic Measurement of Bone Mineral Density)

  • 신정식;안중환;김화영;김형준;한승무
    • 대한기계학회논문집A
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    • 제29권10호
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    • pp.1430-1437
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    • 2005
  • It is very important to achieve a high reproducibility in the ultrasonic measurement of bone mineral density. In this study, we examined number of sampling waveform, control of temperature, diameter of region of interest as factors to improve reproducibility. We decided the optimal number of waveforms to be converted to frequency domain as period of 1. We have minimized the effects of variable temperature and constrained generation of micro bubble by keeping temperature within a range of $32\pm0.5^{\circ}C$ with a precise temperature controlling algorithm. We also found the optimal diameter of region of interest to be 13mm. In this paper, we demonstrated the improved reproducibility by controlling various factors affecting the ultrasonic measurement of bone mineral density.

Novel Peak-to-Average Power Ratio Reduction Methods for OFDM/OQAM Systems

  • Sandeep, Vangala;Anuradha, Sundru
    • ETRI Journal
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    • 제38권6호
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    • pp.1124-1134
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    • 2016
  • The tone reservation method is one of the most effective pre-distortion methods for peak-to-average power ratio reduction in orthogonal frequency division multiplexing (OFDM) systems. Its direct application to OFDM systems with offset quadrature amplitude modulation (OQAM) is, however, not effective. In this paper, two novel TR-based methods are proposed, specifically designed for OFDM/OQAM systems by taking into consideration the overlapping nature of OQAM signals. These two methods have different approaches to the generation of the peak-cancelling signal. The first one (overlapped scaling tone reservation) generates the peak-cancelling signal using a least squares approximation algorithm with possible adjacent symbol overlap; the second one (multi-kernel tone reservation) generates the peak-cancelling signal by using multiple impulse-like time domain kernels. It is shown by simulation that, when used in OFDM/OQAM systems, the proposed methods can provide better performance than the direct application of the existing controlled clipping tone reservation method, and even outperform the multi-block tone reservation method.

Polygonal finite element modeling of crack propagation via automatic adaptive mesh refinement

  • Shahrezaei, M.;Moslemi, H.
    • Structural Engineering and Mechanics
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    • 제75권6호
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    • pp.685-699
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    • 2020
  • Polygonal finite element provides a great flexibility in mesh generation of crack propagation problems where the topology of the domain changes significantly. However, the control of the discretization error in such problems is a main concern. In this paper, a polygonal-FEM is presented in modeling of crack propagation problems via an automatic adaptive mesh refinement procedure. The adaptive mesh refinement is accomplished based on the Zienkiewicz-Zhu error estimator in conjunction with a weighted SPR technique. Adaptive mesh refinement is employed in some steps for reduction of the discretization error and not for tracking the crack. In the steps that no adaptive mesh refinement is required, local modifications are applied on the mesh to prevent poor polygonal element shapes. Finally, several numerical examples are analyzed to demonstrate the efficiency, accuracy and robustness of the proposed computational algorithm in crack propagation problems.

다중패턴 홀로그램을 위한 자동광학검사 시스템 (Automatic Optical Inspection System for Holograms with Multiple Patterns)

  • 권혁중;박태형
    • 제어로봇시스템학회논문지
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    • 제15권5호
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    • pp.548-554
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    • 2009
  • We propose an automatic inspection system for hologram with multiple patterns. The system hardware consists of illuminations, camera, and vision processor. Multiple illuminations using LEDs are arranged in different directions to acquire each image of patterns. The system software consists of pre-processing, pattern generation, and pattern matching. The acquired images of input hologram are compared with their reference patterns by developed matching algorithm. To compensate for the positioning error of input hologram, reference patterns of hologram for different position should be generated in on-line. We apply a frequency transformation based CGH(computer-generated hologram) method to generate reference images. For the fast pattern matching, we also apply the matching method in the frequency domain. Experimental results for hologram of Korean currency are then presented to verify the usefulness of proposed system.

장단기 앙상블 모델과 이미지를 활용한 주가예측 향상 알고리즘 : 석유화학기업을 중심으로 (Stock Price Prediction Improvement Algorithm Using Long-Short Term Ensemble and Chart Images: Focusing on the Petrochemical Industry)

  • 방은지;변희용;조재민
    • 한국멀티미디어학회논문지
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    • 제25권2호
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    • pp.157-165
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    • 2022
  • As the stock market is affected by various circumstances including economic and political variables, predicting the stock market is considered a still open problem. When combined with corporate financial statement data analysis, which is used as fundamental analysis, and technical analysis with a short data generation cycle, there is a problem that the time domain does not match. Our proposed method, LSTE the operating profit and market outlook of a petrochemical company and estimates the sales and operating profit of the company, it was possible to solve the above-mentioned problems and improve the accuracy of stock price prediction. Extensive experiments on real-world stock data show that our method outperforms the 8.58% relative improvements on average w.r.t. accuracy.

Frequency Control of in Hybrid Wind Power System using Flywheel Energy Storage System

  • Lee, Jeong-Phil;Kim, Han-Guen
    • Journal of international Conference on Electrical Machines and Systems
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    • 제3권2호
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    • pp.229-234
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    • 2014
  • In this paper, a design problem of the flywheel energy storage system controller using genetic algorithm (GA) is investigated for a frequency control of the wind diesel hybrid power generation system in an isolated power system. In order to select parameters of the FESS controller, two performance indexes are used. We evaluated a frequency control effect for the wind diesel hybrid power system according to change of the weighted values of a performance index. To verify performance of the FESS controller according to the weighted value of the performance index, the frequency domain analysis using a singular value bode diagram and the dynamic simulations for various weighted values of performance index were performed. To verify control performance of the designed FESS controller, the eigenvalue analysis and the dynamic simulations were performed. The control characteristics with the two designed FESS controller were compared with that of the conventional pitch controller. The simulation results showed that the FESS controller provided better dynamic responses in comparison with the conventional controller.

테스트 케이스 분포 조절을 통한 IP-ART 기법의 성능 향상 정책 (Improving Performance of ART with Iterative Partitioning using Test Case Distribution Management)

  • 신승훈;박승규;최경희
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제36권6호
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    • pp.451-461
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    • 2009
  • 적응적 랜덤 테스팅(Adaptive Random Testing, ART)은 테스트 케이스의 효율적인 선택을 통해 순수 랜덤 테스팅(Random Testing, RT)보다 더 적은 수의 테스트 케이스를 이용해 입력 도메인 내의 오류를 찾는 것을 목적으로 한다. ART 기법 중 하나인 입력 도메인 반복 분할 기법(ART through Iterative Partitioning, IP-ART)은 초기 ART 기법의 단점인 많은 연산량을 입력 도메인 분할에 의해 효율적으로 개선되도록 하였으며, 입력 도메인 확장을 이용한 IP-ART(IP-ART with Enlarged Input Domain, EIP-ART)는 IP-ART의 테스트 케이스 분포 특징을 이용하여 추가적인 성능 향상과 확장성을 제공하였다. 하지만 EIP-ART는 입력 도메인 확장에 따라 발생하는 부하로 인해 테스트 케이스 생성에 오랜 시간을 요구하기 때문에 이의 개선이 필요하다. 따라서 본 논문에서는 두 가지의 추가 부하를 유발하지 않는 테스트 케이스 분포 조절 기법을 제안하고, 이들의 성능 개선 가능성을 실험을 통해 확인하였으며, 실험 결과, 제안된 두 기법 중 입력 도메인 타일링 기법이 모든 환경에서 더 우수한 성능 및 확장성을 갖는 것으로 확인되었다.

통합 구조 시스템의 유한요소망 형성의 자동화 (Automated Finite Element Mesh Generation for Integrated Structural Systems)

  • 윤종열
    • 한국지진공학회논문집
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    • 제27권2호
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    • pp.77-82
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    • 2023
  • The structural analysis module is an essential part of any integrated structural system. Diverse integrated systems today require, from the analysis module, efficient real-time responses to real-time input such as earthquake signals, extreme weather-related forces, and man-made accidents. An integrated system may also be for the entire life span of a civil structure conceived during the initial conception, developed throughout various design stages, effectively used in construction, and utilized during usage and maintenance. All these integrated systems' essential part is the structural analysis module, which must be automated and computationally efficient so that responses may be almost immediate. The finite element method is often used for structural analysis, and for automation, many effective finite element meshes must be automatically generated for a given analysis. A computationally efficient finite element mesh generation scheme based on the r-h method of mesh refinement using strain deviations from the values at the Gauss points as error estimates from the previous mesh is described. Shape factors are used to sort out overly distorted elements. A standard cantilever beam analyzed by four-node plane stress elements is used as an example to show the effectiveness of the automated algorithm for a time-domain dynamic analysis. Although recent developments in computer hardware and software have made many new applications in integrated structural systems possible, structural analysis still needs to be executed efficiently in real-time. The algorithm applies to diverse integrated systems, including nonlinear analyses and general dynamic problems in earthquake engineering.