• Title/Summary/Keyword: postprocessing

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Development of a neural network with fuzzy preprocessor (퍼지 전처리기를 가진 신경회로망 모델의 개발)

  • 조성원;최경삼;황인호
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10a
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    • pp.718-723
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    • 1993
  • In this paper, we propose a neural network with fuzzy preprocessor not only for improving the classification accuracy but also for being able to classify objects whose attribute values do not have clear boundaries. The fuzzy input signal representation scheme is included as a preprocessing module. It transforms imprecise input in linguistic form and precisely stated numerical input into multidimensional numerical values. The transformed input is processed in the postprocessing module. The experimental results indicate the superiority of the backpropagation network with fuzzy preprocessor in comparison to the conventional backpropagation network.

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Iterative Reliability-based Decoding of LDPC Codes with Low Complexity BEC Decoding (이진 소실 채널 복호를 이용한 신뢰기반 LDPC 반복 복호)

  • Kim, Sang-Hyo
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.14-15
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    • 2008
  • In this paper, a new iterative decoding of LDPC codes is proposed. The decoding is based on the posteriori probability of each belief propagation (BP) decoding and an additional postprocessing, that is, erasure decoding of LDPC codes. It turned out that the new method consistently improves the decoding performance on various classes of LDPC codes. For example it removes the error floor of Margulis codes effectively.

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On the machine error measurement and compensation (NC 공정기계에서 온더머신 오차측정 및 보상)

  • 신동수;정성종
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.1096-1101
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    • 1992
  • In order tominimize fixing error of workpieces, circle, prismatic, sphere, cylindrical and sculptures types. Modification Rule by Indexing Table and Modification Rule by NC Program are developed for machining centers by using touch trigger probes. The Modification Rule by Indexing Table meas the alignment of workpiece to NC program through degree of freedoms of indexing table. The Modification Rule by NC Program is the alognment of NC program to workpiece ste-tp condition via the generation of NC progarm. A postprocessing module is alos developed for generating NC-part program(User Macro) to compensate for machining errors in end milling and boring processes. Developed method are verified by experiments.

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A Conceptual Graph based Postprocessing Technique for Text Recognition (개념그래프 기반 문서인식 후처리기법)

  • Yang, Gi-Chul
    • Annual Conference on Human and Language Technology
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    • 1994.11a
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    • pp.211-214
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    • 1994
  • 지금까지의 후처리기법은 문장의 의미 정보를 사용하지 않고 대부분 단어만을 생각하기 때문에 잘못 쓰여지거나 인식된 단어라도 사전에 있으면 그대로 받아들이게 된다. 따라서 본 논문에서는 단어로서 구성이 되지 않는 문자열 뿐만 아니라 의미적으로 잘못 사용된 단어까지도 교정해 줄 수 있는 후처리기법을 제시한다. 제시되는 후처리기법은 문장의 의미론 개념그래프로 표현하여 문장에 쓰여진 각 단어가 문장 내에서 의미적으로 유용한지를 밝혀 낼 수 있도록 한다.

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SUPERCONVERGENCE OF CRANK-NICOLSON MIXED FINITE ELEMENT SOLUTION OF PARABOLIC PROBLEMS

  • Kwon, Dae Sung;Park, Eun-Jae
    • Korean Journal of Mathematics
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    • v.13 no.2
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    • pp.139-148
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    • 2005
  • In this paper we extend the mixed finite element method and its $L_2$-error estimate for postprocessed solutions by using Crank-Nicolson time-discretization method. Global $O(h^2+({\Delta}t)^2)$-superconvergence for the lowest order Raviart-Thomas element ($Q_0-Q_{1,0}{\times}Q_{0,1}$) are obtained. Numerical examples are presented to confirm superconvergence phenomena.

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Run Representation Based Minutiae Extraction in Fingerprint (수평과 수직 Run 표현을 이용한 지문영상에서의 minutiae 추출)

  • 황희연;신정환;이준재;진성일
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.65-68
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    • 2002
  • In an automatic fingerprint recognition system, a thinning process after binarization is commonly used. However it gives rise to spurs and holes often causing many spurious minutiae. Thus, more elaborate postprocessing is urgently needed to remove such spurious minutiae. To overcome this problem, we present a method of extracting minutiae based on horizontal and vertical run-length encoding from a binary fingerprint image without thinning process. Experimental results show that the proposed method for extracting minutiae is fairly reliable and fast, when il is compared to other method adopting a thinning process.

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A Postprocessing of Character Recognition Based on Korean Lexicon (한국어 Lexicon에 의존한 문자 인식의 후처리)

  • Lim, Han-Kyu
    • Annual Conference on Human and Language Technology
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    • 1993.10a
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    • pp.371-377
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    • 1993
  • 본 논문에서는 문자 인식이 끝난 한국어 원문에 대해 한국어 Lexicon에 기반을 둔 후처리의 구현을 보여주는 것을 목적으로 한다. 빈번하게 오인식되는 음절에 대해 이의 옳은 음절을 대응시킨 테이블을 만들어 놓고, 오인식이라고 정의된 음절이 출현했을 때는 이를 원래의 옳은 음절로 대체시킨 어절과 오인식된 음절이 포함된 어절에 대해 한국어 형태소 분석을 행함으로써, 올바른 형태소가 분석될 경우, 이를 옳은 음절로 간주한다. 실험결과 약 90%에서 95%에 달하는 인식율이 이 후처리 방법에 의해서 95%에서 99%로 높아졌다.

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SUPERCONVERGENCE AND POSTPROCESSING OF EQUILIBRATED FLUXES FOR QUADRATIC FINITE ELEMENTS

  • KWANG-YEON KIM
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.27 no.4
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    • pp.245-271
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    • 2023
  • In this paper we discuss some recovery of H(div)-conforming flux approximations from the equilibrated fluxes of Ainsworth and Oden for quadratic finite element methods of second-order elliptic problems. Combined with the hypercircle method of Prager and Synge, these flux approximations lead to a posteriori error estimators which provide guaranteed upper bounds on the numerical error. Furthermore, we prove some superconvergence results for the flux approximations and asymptotic exactness for the error estimator under proper conditions on the triangulation and the exact solution. The results extend those of the previous paper for linear finite element methods.

Vanishing Point Detection Method Using Multiple Initial Vanishing Points (다중 초기 소실점을 이용한 소실점 검출 방법)

  • Lee, Chang-Hyung;Choi, Hyung-Il
    • The Journal of the Korea Contents Association
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    • v.18 no.2
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    • pp.231-239
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    • 2018
  • In this paper, we propose a vanishing point detection method using multiple initial vanishing points. Vanishing points are important geometric information that is used for reconstructing 3D structures. Three vanishing points are detected for indoor scenes. In the previous work, it could be inaccurate to detect only one initial vanishing point, because initial vanishing point getting most highest sum of voting could be deferent from the best initial vanishing point. Therefore the method which sets multiple initial vanishing point and detects a best vanishing point from them gives us preparation for the prior case. Also in this paper, we propose a adjusting vanishing point method by postprocessing of detected vanishing points. We could detect more accurate vanishing point by using postprocessing. Experimental results show that the accuracy of the vanishing point detection is about 1~2% higher than that of the existing method through the proposed method and the performance is improved accordingly.

A Study of the Performance Improvement for Quilting Fabric via Postprocessing (퀼팅원단 후속가공을 통한 기능성 향상 연구)

  • Kim, Ji-Hoon;Ko, Hye-Ji
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.7
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    • pp.590-596
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    • 2020
  • The fabric used for military winter inner clothing(top) is quilted with padded cotton to provide warmth. This quilting fabric is generally manufactured with yarns that intersect and are sewn substantially between the fabric and cotton. Thus, it is impossible to separate the fabric and cotton once after the quilting fabric is manufactured, which can result in a significant loss of fabric and cotton when separated. In this study, after fabricating the quilting fabric, we investigated a method to stabilize change rate of thickness and increase the warmth keeping property through subsequent processing without damaging the fabric. A relatively method of passing the quilting fabric through a part of the cotton production facility was used generally, and the following results were obtained. This indicates that after the quilting fabric was manufactured, the warmth keeping property was improved through the subsequent processing steps, so that the change rate of thickness due to washing was stabilized.