• 제목/요약/키워드: feature measurement

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특징점 추출 기법에 따른 구조물 동적 변위 측정 성능에 관한 연구 (Comparative Study on Feature Extraction Schemes for Feature-based Structural Displacement Measurement)

  • 공준호
    • 한국구조물진단유지관리공학회 논문집
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    • 제28권3호
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    • pp.74-82
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    • 2024
  • 본 연구는 특징점 기반 변위 계측 알고리즘에서 환경 변화 및 타겟의 종류에 따라 특징점 검출 성능을 비교 분석하였고, 특징점 검출 알고리즘에 따른 변위 측정정확도를 비교 분석하기 위해 진행되었다. 성능 평가를 위해 3층 전단 구조물을 설계하였으며, FHD(1920×1080)급 카메라를 활용하여 구조물의 변위 응답을 기록하였다. 촬영거리 증가와 조도 변화에 따른 성능분석을 위해 최초 촬영거리를 10m로 설정하여 10m씩 멀어지면서 최대 40m까지 실험을 수행하였으며, 두 가지 조도 환경(450lux와 120lux)을 조성하였다. 구조물에 설치된 인공 타겟과 자연 타겟(볼트연결부 및 슬래브 단면적)을 관심영역으로 설정하여 Shi-Tomasi corner, SURF, BRISK 및 KAZE 특징점 검출 알고리즘으로 특징점을 검출하였다. 특징점 검출 성능분석 결과 Shi-Tomasi corner와 KAZE 알고리즘이 타겟 종류, 조도변화 및 촬영거리 증가에 강건한 것으로 보여줬으며, 두 알고리즘을 활용한 변위 측정정확도도 가장 높은 것으로 나타났다. 하지만 자연 타겟 활용시 변위 측정정확도는 인공 타겟의 경우보다 낮아지는 것을 보여주며, 밝기 대비가 가장 낮은 슬래브 단면적을 타겟으로 활용시 비전센서 운용거리가 20m로 적용 한계성을 보여줬다. 이는 촬영거리 증가에 따라 자연 타겟의 해상도가 저하되어 특징점을 추출에 한계성을 나타냈다.

자동차 외판 특징선 곡면의 단면 형상 측정과 분석 (Measurement and Analysis of the Section Profile for Feature Line Surface on an Automotive Outer Panel)

  • 최원창;정연찬
    • 소성∙가공
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    • 제24권2호
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    • pp.107-114
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    • 2015
  • The current study presents a geometric measurement and analysis of the section profile for a feature line surface on an automotive outer panel. A feature line surface is the geometry which is a visually noticeable creased line on a smooth panel. In the current study the section profile of a feature line surface is analyzed geometrically. The section profile on the real press panel was measured using a coordinate measuring machine. The section profiles from the CAD model and the real panel are aligned using the same coordinate system defined by two holes near the feature line. In the aligned section profiles the chord length and height of the curved part were measured and analyzed. The results show that the feature line surface on the real panel is doubled in width size.

품질 특성의 측정에 대한 연구 (Study on establish for unit of measure for Quality Feature)

  • 이상복
    • 한국품질경영학회:학술대회논문집
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    • 한국품질경영학회 2010년도 춘계학술대회
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    • pp.356-363
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    • 2010
  • In this Paper, We study on establish for unit of measure. Quality means abstract for customer needs. we surveyed unit of measurement of quality feature of Juran, Taguchi, 6 sigma method. We suggest unit of measurement of quality feature. Each enterprise can use defining own unit of measurement of quality feature. Effect is expected in enterprise that these proposals do quality control. There is meaning in direction that measuring mean of quality feature that propose in this treatise understands actuality to be deeply and reconcile exact point of theory.

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다구찌의 품질특성 측정에 대한 고찰과 사례 연구 (Study on establish for unit of measure for Quality Feature)

  • 박노국;이상복
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2013년 춘계학술대회
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    • pp.163-172
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    • 2013
  • In this Paper, We study on establish for unit of measure. Quality means abstract for customer needs. we surveyed unit of measurement of quality feature of Juran, Taguchi, 6 sigma method. We suggest unit of measurement of quality feature. Each enterprise can use defining own unit of measurement of quality feature. Effect is expected in enterprise that these proposals do quality control. There is meaning in direction that measuring mean of quality feature that propose in this treatise understands actuality to be deeply and reconcile exact point of theory.

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품질 특성의 측정에 대한 분석 사례 연구 (Study on establish for unit of measure for Quality Feature)

  • 이희춘;박노국;이상복
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2011년도 추계학술대회
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    • pp.157-165
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    • 2011
  • In this Paper, We study on establish for unit of measure. Quality means abstract for customer needs. we surveyed unit of measurement of quality feature of Juran, Taguchi, 6 sigma method. We suggest unit of measurement of quality feature. Each enterprise can use defining own unit of measurement of quality feature. Effect is expected in enterprise that these proposals do quality control. There is meaning in direction that measuring mean of quality feature that propose in this treatise understands actuality to be deeply and reconcile exact point of theory.

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A Computer-Aided Inspection Planning System for On-Machine Measurement - Part I : Global Inspection Planning -

  • Lee, Hong-Hee;Cho, Myeong-Woo;Yoon, Gil-Sang;Choi, Jin-Hwa
    • Journal of Mechanical Science and Technology
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    • 제18권8호
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    • pp.1349-1357
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    • 2004
  • Computer-Aided Inspection Planning (CAIP) is the integration bridge between CAD/CAM and Computer Aided Inspection (CAI). A CAIP system for On-Machine Measurement (OMM) is proposed to inspect the complicated mechanical parts efficiently during machining or after machining. The inspection planning consists of Global Inspection Planning (GIP) and Local Inspection Planning (LIP). In the GIP, the system creates the optimal inspection sequence of the features in a part by analyzing the various feature information such as the relationship of the features, Probe Approach Directions (PAD), etc. Feature groups are formed for effective planning, and special feature groups are determined for sequencing. The integrated process and inspection plan is generated based on the sequences of the feature groups and the features in a feature group. A series of heuristic rules are developed to accomplish it. In the LIP of Part II, the system generates inspection parameters. The integrated inspection planning is able to determine optimum manufacturing sequence for inspection and machining processes. Finally, the results are simulated and analyzed to verify the effectiveness of the proposed CAIP.

벤처기업을 위한 새로운 품질관리 측정단위의 개발 (A New Measurement Unit for Quality control in Venture Business)

  • 이상복;박노국
    • 벤처창업연구
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    • 제6권2호
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    • pp.13-24
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    • 2011
  • 우리는 이 논문에서 측정 단위 설정에 대하여 연구하였다. 품질관리는 고객 요구를 관리하는 것이다. 쥬란과 다구찌가 연구한 품질 형태의 측정 단위를 조사하였다. 그리고 품질 형태의 새로운 측정을 제안하였다. 제안한 새로운 품질 측정은 여러 품질 관리 측정을 조합한 것이다. 이러한 측정은 회사의 관리 수준에서 경영 관리에서 사용될 수 있을 것이다. 우리는 제안된 새로운 측정이 실제 사용되고 도움 되기를 기대한다.

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특징 형상기반의 CAIP에 관한 연구 (A Study of Feature-Based Computer-Aided Inspection Planning System)

  • 윤길상;조명우;이홍희
    • 한국공작기계학회논문집
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    • 제12권5호
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    • pp.15-23
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    • 2003
  • A feature-based inspection planning system is proposed in this research to develop more efficient measuring methodology for the OMM(On-Machine Measurement) or CMM(coordinate Measuring Machine) for complicated workpiece having many primitive form features. This paper is proposed solution that optimum inspection sequence of the objective features. The sequences are determined by analyzing the feature information such as the nearest relationship and the possible probe-approach direction(PAD) of the features, and forming feature groups. A series of heuristic rules are developed to accomplish it. Also, each feature is decomposed into its constituent geometric elements for inspection process, and then the number of sampling points, location of the measuring points, optimum probing path are determined.

Combined Features with Global and Local Features for Gas Classification

  • Choi, Sang-Il
    • 한국컴퓨터정보학회논문지
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    • 제21권9호
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    • pp.11-18
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    • 2016
  • In this paper, we propose a gas classification method using combined features for an electronic nose system that performs well even when some loss occurs in measuring data samples. We first divide the entire measurement for a data sample into three local sections, which are the stabilization, exposure, and purge; local features are then extracted from each section. Based on the discrimination analysis, measurements of the discriminative information amounts are taken. Subsequently, the local features that have a large amount of discriminative information are chosen to compose the combined features together with the global features that extracted from the entire measurement section of the data sample. The experimental results show that the combined features by the proposed method gives better classification performance for a variety of volatile organic compound data than the other feature types, especially when there is data loss.

바타챠랴 거리 측정법을 이용한 음소 유사율 오류 보정 개선 시스템 (Phoneme Similarity Error Correction System using Bhattacharyya Distance Measurement Method)

  • 안찬식;오상엽
    • 한국컴퓨터정보학회논문지
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    • 제15권6호
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    • pp.73-80
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    • 2010
  • 어휘 인식 시스템은 부정확한 어휘 제공과 유사한 음소 인식으로 인식률이 저하되며 이는 유사한 음소인식 오인식과 효율적 특징 추출 처리를 위한 방법을 필요로 한다. 따라서 본 논문에서는 음소가 갖는 특징을 기반으로 바타챠랴 거리 측정법을 이용한 음소 유사율 오류 보정 개선 시스템을 제안하였다. 음소 유사율은 모노폰으로 훈련시킨 훈련 데이터의 음소에 HMM 특징 추출 방법을 이용하였으며 유사한 음소는 바타챠랴 거리 측정법을 이용하여 정확한 음소로 인식할 수 있도록 유도하여 인식률 향상 효과를 얻을 수 있었다. 이를 유클리디안 거리 측정법과 동적타임 워핑 시스템에 비교한 시스템 성능 평가 결과 1.2%의 향상된 97.91% 인식률을 보였다.