• Title/Summary/Keyword: Reconstruction error

검색결과 428건 처리시간 0.028초

퍼지 k-Nearest Neighbors 와 Reconstruction Error 기반 Lazy Classifier 설계 (Design of Lazy Classifier based on Fuzzy k-Nearest Neighbors and Reconstruction Error)

  • 노석범;안태천
    • 한국지능시스템학회논문지
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    • 제20권1호
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    • pp.101-108
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    • 2010
  • 본 논문에서는 퍼지 k-NN과 reconstruction error에 기반을 둔 feature selection을 이용한 lazy 분류기 설계를 제안하였다. Reconstruction error는 locally linear reconstruction의 평가 지수이다. 새로운 입력이 주어지면, 퍼지 k-NN은 local 분류기가 유효한 로컬 영역을 정의하고, 로컬 영역 안에 포함된 데이터 패턴에 하중 값을 할당한다. 로컬 영역과 하중 값을 정의한 우에, feature space의 차원을 감소시키기 위하여 feature selection이 수행된다. Reconstruction error 관점에서 우수한 성능을 가진 여러 개의 feature들이 선택 되어 지면, 다항식의 일종인 분류기가 하중 최소자승법에 의해 결정된다. 실험 결과는 기존의 분류기인 standard neural networks, support vector machine, linear discriminant analysis, and C4.5 trees와 비교 결과를 보인다.

인코히어런트 삼각 홀로그래피에서 위상오차가 횡축방향의 해상도에 미치는 영향에 관한 연구 (Effect of Phase Error on the Lateral Resolution of Reconstruction Image in Incoherent Triangular Holography)

  • 김수길
    • 조명전기설비학회논문지
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    • 제27권11호
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    • pp.1-6
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    • 2013
  • It is introduced the phase error sources of a incoherent hologram in incoherent triangular holography and derived the reconstruction image of point-source including the phase error in the lateral direction. From the reconstruction image of point-source, we analyzed the effect of phase error on the lateral resolution. When the phase retardation errors and azimuth angle error of a wave plate and a polarizer range from 0 to $2{\pi}/15$, the normalized intensities of reconstructed images are down by about 0.1% and 2.3%, respectively.

Rayleigh 적분의 수치해에 관한 오차분석 (Error Analysis in the Numerical Solution of Rayleigh Integral)

  • 이금원;김병기
    • 대한의용생체공학회:의공학회지
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    • 제11권1호
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    • pp.89-96
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    • 1990
  • The numerical evaluation of Rayleigh's integral for the sound source reconstruction can be speeded up by the use of angular frequency propagation method and the FFT. However, are several source of errors involved during the reconstruction. Besides the aliasing error due to undersampling in space, the wrap around error. which is caused by undersampling the kernel functionin frequency domain, and windowing effect are present. We found that there is no replicated source problem and the windowing effect is due to the windowing the kernel function In frequency domain, and, xero padding is always required to improve the quality of reconstruction.

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인터넷상의 실시간 음성 전송을 위한 에러 복원 알고리즘의 연구 (Study of Error Reconstruction Algorithm for Real-time Voice for Transmissions over the Internet)

  • 신현숙;최연성
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2001년도 춘계종합학술대회
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    • pp.388-394
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    • 2001
  • 인터넷상의 실시간 음성 전송 시에 발생하는 손실을 은닉하기 위한 다수의 알고리즘들이 제안되고 있다. 이 알고리즘들의 주 목적은 적은 대역폭을 사용하여 손실을 복원하고 복원 후 좋은 음질을 보장하는 것이다. 손실 은닉 알고리즘들은 receiver based와 sender- / receiver-based로 나뉘어진다. 본 논문에서 sender- 와 receiver-based 복원 알고리즘을 CELP를 사용하는 저 비트율 코덱에 적용하고자 한다.

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양자화 재생레벨 조정을 통한 DCT 영상 코오딩에서의 블록화 현상 감소 방법 (A Quantizer Reconstruction Level Control Method for Block Artifact Reduction in DCT Image Coding)

  • 김종훈;황찬식;심영석
    • 전자공학회논문지B
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    • 제28B권5호
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    • pp.318-326
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    • 1991
  • A Quantizer reconstruction level control method for block artifact reduction in DCT image coding is described. In our scheme, quantizer reconstruction level control is obtained by adding quantization level step size to the optimum quantization level in the direction of reducing the block artifact by minimizing the mean square error(MSE) and error difference(EDF) distribution in boundary without the other additional bits. In simulation results, although the performance in terms of signal to noise ratio is degraded by a little amount, mean square of error difference at block boundary and mean square error having relation block artifact is greatly reduced. Subjective image qualities are improved compared with other block artifact reduction method such as postprocessing by filtering and trasform coding by block overlapping. But the addition calculations of 1-dimensional DCT become to be more necessary to coding process for determining the reconstruction level.

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Object Tracking Based on Weighted Local Sub-space Reconstruction Error

  • Zeng, Xianyou;Xu, Long;Hu, Shaohai;Zhao, Ruizhen;Feng, Wanli
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권2호
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    • pp.871-891
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    • 2019
  • Visual tracking is a challenging task that needs learning an effective model to handle the changes of target appearance caused by factors such as pose variation, illumination change, occlusion and motion blur. In this paper, a novel tracking algorithm based on weighted local sub-space reconstruction error is presented. First, accounting for the appearance changes in the tracking process, a generative weight calculation method based on structural reconstruction error is proposed. Furthermore, a template update scheme of occlusion-aware is introduced, in which we reconstruct a new template instead of simply exploiting the best observation for template update. The effectiveness and feasibility of the proposed algorithm are verified by comparing it with some state-of-the-art algorithms quantitatively and qualitatively.

다시점 구조광을 이용한 3D 복원 (3D Reconstruction using multi-view structured light)

  • 강현민;박용문;서용덕
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2022년도 추계학술발표대회
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    • pp.288-289
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    • 2022
  • In this paper, we propose a method of obtaining high density geometric information using multi-view structured light. Reconstruction error due to the difference in resolution between the projector and the camera occurs when reconstruction a 3D shape from a structured light system to a single projector. This shows that the error in the point cloud in 3D is also the same when reconstruction the shape of the object. So we propose a high density method using multiple projectors to solve such a reconstruction error.

변형 삼각간섭계에서 위상오차가 3차원 복원영상에 미치는 영향에 관한 연구 (Effect of Phase Error on 3-D Image Reconstruction in the Modified Triangular Interferometer)

  • 김수길
    • 조명전기설비학회논문지
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    • 제23권10호
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    • pp.1-6
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    • 2009
  • 본 논문에서는 변형 삼각간섭계에서 발생하는 파장판의 불완전성, 파장판의 방위각, 그리고 선형편광기의 방위각 오차로 인한 홀로그램의 위상오차를 유도하고, 이러한 위상오차가 포함된 홀로그램을 시뮬레이션을 통해 복원해 봄으로써 복원영상에 대하여 변형 삼각간섭계의 위상오차가 미치는 영향을 분석하였다.

Analysis of Effect of Phase Error Sources of Polarization Components in Incoherent Triangular Holography

  • Kim, Soo-Gil
    • Journal of the Optical Society of Korea
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    • 제16권3호
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    • pp.256-262
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    • 2012
  • We derive the point-spread function of the reconstructed image from a point-source complex hologram, which includes phase error caused by polarization components, in the longitudinal direction of the point-spread function and analyze the effect of the error sources of polarization components having influence on image reconstruction of a point-source complex hologram in incoherent triangular holography.