• 제목/요약/키워드: 2D grading

검색결과 97건 처리시간 0.027초

Evaluation of Volumetric Texture Features for Computerized Cell Nuclei Grading

  • Kim, Tae-Yun;Choi, Hyun-Ju;Choi, Heung-Kook
    • 한국멀티미디어학회논문지
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    • 제11권12호
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    • pp.1635-1648
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    • 2008
  • The extraction of important features in cancer cell image analysis is a key process in grading renal cell carcinoma. In this study, we applied three-dimensional (3D) texture feature extraction methods to cell nuclei images and evaluated the validity of them for computerized cell nuclei grading. Individual images of 2,423 cell nuclei were extracted from 80 renal cell carcinomas (RCCs) using confocal laser scanning microscopy (CLSM). First, we applied the 3D texture mapping method to render the volume of entire tissue sections. Then, we determined the chromatin texture quantitatively by calculating 3D gray-level co-occurrence matrices (3D GLCM) and 3D run length matrices (3D GLRLM). Finally, to demonstrate the suitability of 3D texture features for grading, we performed a discriminant analysis. In addition, we conducted a principal component analysis to obtain optimized texture features. Automatic grading of cell nuclei using 3D texture features had an accuracy of 78.30%. Combining 3D textural and 3D morphological features improved the accuracy to 82.19%. As a comparative study, we also performed a stepwise feature selection. Using the 4 optimized features, we could obtain more improved accuracy of 84.32%. Three dimensional texture features have potential for use as fundamental elements in developing a new nuclear grading system with accurate diagnosis and predicting prognosis.

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곡선 절개형 바지의 패턴사이즈 변형방법과 가상착의곡면3D (Methods to determine the size of pant patterns with curved design lines and their three dimensional construction using 3D virtual fitting)

  • 이희란
    • 패션비즈니스
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    • 제20권4호
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    • pp.153-171
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    • 2016
  • With the advent of smart clothing for health care and sports, the sophisticated designs with curved seams are drawing attention. One of the problems in those clothing is to determine the design curves in 2D pattern, such that it corresponds to the lines on the intended 3D body. Moreover, the difficulty increases when the original pattern needs to be changed for various sizes and body types. We compare two methods of pattern enlargement in this paper: one is the offset/projection type, and the other is the split grading type. For the enlarged pattern with offset/projection type, the 3D surface offset was first adopted to transform the standard lower body to the target larger size; next, the design lines were projected to the new 3D surface, following which the 3D pattern was developed from the newly transformed 3D surface. In the second method, the enlarged pant patterns were developed by the split grading method. Here, a 3D pattern was developed from the initial body, and then enlarged to the target size by the conventional split grading method. Two feminine pants patterns were examined by 3D virtual fitting. We observed that the 3D offset/projection pants pattern was well fitted, having an evenly distributed surplus, as compared with the sample developed using the split grading method. The difference between the two patterns were apparent at the location where several curved lines merged.

2D ShoeCAD 시스템에서의 향상된 특수 그레이딩 (Improved special grading of 2D ShoeCAD System)

  • 김희준;이건호;김영봉
    • 한국멀티미디어학회:학술대회논문집
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    • 한국멀티미디어학회 2003년도 추계학술발표대회(하)
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    • pp.601-604
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    • 2003
  • 신발 설계 시스템에서 그레이딩 기능은 기본 사이즈로 설계된 신발 라스트를 생산하고자 하는 여러 사이즈로 변환하는 작업이다. 그레이딩(Grading) 작업은 전체적으로 적용되는 제로 그레이딩(Zero Grading)과 특정한 부분에 개별적인 룰을 적용하는 센터 그레이딩(Center Grading)으로 구분된다. 이 두 방식을 혼용하여 그레이딩 작업을 수행하는데, 이 때, 휘어짐이나 일그러짐과 같은 부적절한 결과가 발생할 수 있고, 이런 오류를 보정하기 위해 제약조건들(Restrictions)을 적용한다. 이와 같이 센터 그레이딩과 제약조건들을 적용한 그레이딩을 특수 그레이딩이라 한다. 기존의 신발 설계 시스템에서는 이런 특수 그레이딩에 대해 속도가 느리거나, 기능이 미비하거나 지원하지 않는 문제점이 있다 본 논문에서는 이런 문제점들을 해결하고, 특수 그레이딩을 위한 제약조건을 다중으로 적용할 수 있도록 보완하였다.

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Pattern Grading 법(法)의 원리(原理)와 분석(分析)

  • 김혜순
    • 복식
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    • 제11권
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    • pp.5-30
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    • 1987
  • This thesis attempts to contribute to analyze the methods of pattern grading which is in common fashion in America and Japan and to make the foundation for the basic technique of pattern grading fitting to Korean body shape. There are two types in pattern grading. The results are as follows: 1) The pattern grading according to body shape contains A, B, C, D, F, and G. A is suitable for the bulging part of a body and F is the most suitable for the general part of a body. 2) The pattern grading not depending on body shape has no relation to the quantity of grading in the size of a body but includes silhouettes or design details. The standards of its methods are as follows: a) by the part of body b) by the balance of whole pattern c) by adjusting to the mutual balance of besign details.

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건표고 자동 등급선별 시스템 개발 -시작 2호기- (Development of Automatic Grading and Sorting System for Dry Oak Mushrooms -2nd Prototype-)

  • 황헌;김시찬;임동혁;송기수;최태현
    • Journal of Biosystems Engineering
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    • 제26권2호
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    • pp.147-154
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    • 2001
  • In Korea and Japan, dried oak mushrooms are classified into 12 to 16 different categories based on its external visual quality. And grading used to be done manually by the human expert and is limited to the randomly sampled oak mushrooms. Visual features of dried oak mushrooms dominate its quality and are distributed over both sides of the gill and the cap. The 2nd prototype computer vision based automatic grading and sorting system for dried oak mushrooms was developed based on the 1st prototype. Sorting function was improved and overall system for grading was simplified to one stage grading instead of two stage grading by inspecting both front and back sides of mushrooms. Neuro-net based side(gill or cap) recognition algorithm of the fed mushroom was adopted. Grading was performed with both images of gill and cap using neural network. A real time simultaneous discharge algorithm, which is good for objects randomly fed individually and for multi-objects located along a series of discharge buckets, was developed and implemented to the controller and the performance was verified. Two hundreds samples chosen from 10 samples per 20 grade categories were used to verify the performance of each unit such as feeding, reversing, grading, and discharging unites. Test results showed that success rates of one-line feeding, reversing, grading, and discharging functions were 93%, 95%, 94%, and 99% respectively. The developed prototype revealed successful performance such as the approximate sorting capability of 3,600 mushrooms/hr per each line i.e. average 1sec/mushroom. Considering processing time of approximate 0.2 sec for grading, it was desired to reduce time to reverse a mushroom to acquire the reversed surface image.

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플랫폼에 독립적인 3D 신발 캐드 시스템의 설계 (Design of Platform Independent 3D Shoe CAD System)

  • 이윤정;이영숙;김영봉
    • 한국멀티미디어학회논문지
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    • 제9권8호
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    • pp.1010-1019
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    • 2006
  • 캐드(CAD) 시스템은 우리가 사용하는 대부분의 산업 제품을 제작하는데 필수적으로 사용되고 있는 중요한 기술로 알려져 있다. 캐드 기술은 컴퓨터 그래픽스 기술의 발달과 더불어 상업용 3차원 캐드 시스템으로 영역을 확장해 나가고 있다. 특히, 신발제조와 같은 특수한 영역의 캐드 시스템들도 3차원 캐드로 발전해 나가고 있다. 그러나 캐드 소프트웨어의 개발의 어려움으로 인해 소수의 메이저급 캐드 소프트웨어 회사를 제외하고는 대부분이 3차원 개념을 제공하는 AutoCAD에 종속적인 소프트웨어를 개발하고 있다. 뿐만 아니라 실제의 작업 현장에서 일하는 많은 신발 캐드 디자이너들은 직접 신발 디자인을 종이에 그리는 교육을 받아 3차원 캐 보다는 2차원 캐드에 더 익숙하고, 작업 효율도 훨씬 뛰어남을 보이고 있다. 이에 본 연구에서는 현장 실무자들의 작업 방식과 3차원 캐드 소프트웨어가 주는 장점을 결합한 3차원 신발 캐드 시스템을 설계 할 것이다. 본 시스템은 다른 신발 캐드 시스템들과 달리 OpenGL을 기반으로 하여 어느 플랫폼에서 잘 작동하도록 설계할 것이다. 또한 3차원 신발 설계 시스템에서 가장 중요한 부분인 3차원 캐드데이터와 2차원 캐드 데이터의 호환 방법을 제시하고, 다양한 크기의 신발 제작에 필수적인 여러 할출(grading) 기법을 제시할 것이다.

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낮은 물시멘트비를 갖는 콘크리트 제품의 압축강도에 미치는 잔골재의 입도분포 (The Grading of Fine Aggregate Affecting on Compressive Strength of Concrete - Based Product Having Low W/C)

  • 곽은구;주지현;조성현;김진만
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2001년도 가을 학술발표회 논문집
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    • pp.89-92
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    • 2001
  • Because the grading of aggregate is major factor affecting on compressive strength and durability of concrete, the standard specification of concrete has proposed that the standard grading should be used to make ordinary concrete having good quality. But, it is not suitable for making product having low W/C because of difference between them in manufacturing processes and demanded efficiencies. This study investigated if the grading of the fine aggregate affects on tamping efficiency and compressive strength of concrete-based product. The results of this study showed that the suitable grading for making concrete-based product ranged from C type(FM:2.77) to D type(FM:3.38).

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성인 여성의 연령대별 인체 부위 간 치수증감률을 반영한 바지 그레이딩에 관한 연구 (A Study on Split Grading Methods for Women's Pants and Increase Rate of Body Size of Adult Women)

  • 백리세;송화경
    • 한국의류학회지
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    • 제43권6호
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    • pp.877-890
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    • 2019
  • This study investigated the location of grading lines and grading amount defined by 17 women's wear brands for a pants item by target age groups (20-30, 30-40, and 40-50). This study utilized 6th Size Korea data and a script-based on a 3D scan measurement program to analyze the increase rate of body size in order to suggest a grading deviation distribution ratio for the pants using regression analysis. This study found that most brands appropriately divided grading amount at front thigh girth and back hip girth into the side and center by 1:1. Most brands divided the grading amount at the front hip girth into the side and center by 1:1; however, the ratio found from Size Korea is 0.8:1.2 for the 20-30 age group, 0.7:1.3 for the 30-40 age group, and 0.6:1.4 for the 40-50 age group. Regarding the back thigh girth, the brands targeting 20-30s, 30-40s, and 40-50s respectively assigned the grading amount into the side and center by 1:1, 1:1.2, and 1:1.3. However, the ratio found from Size Korea is 1.4:0.6 for the 20-30 age group, 1.7:0.3 for the 30-40 age group, and 1.3:0.7 for the 40-50 age group. The results can be utilized in improving the grading system of the pants item.

D와 C등급 전신 보호복의 치수, 여유분, 그레이딩 편차 및 착의 평가 (Dimensions, Ease, Grading Rule, and Wear Sensation for Commercial D and C Levels of Personal Protective Clothing)

  • 박선희;박소영;권은순;강준모;이예진
    • 한국의류학회지
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    • 제47권5호
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    • pp.839-852
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    • 2023
  • This study examined personal protective clothing, specifically the D (M, L, XL) and C (L, XL, 2XL) levels with high sales rates. The goal was to collect essential data for developing Korean personal protective clothing. There were eight and twelve patterns for the D-level and C-level, respectively. While the pattern dimensions were similar, the chest and waist circumferences (relaxed) were larger in the C-level, and the waist (extended), hip, upper arm circumference, and total lengths were larger in the D-level. The D-level wear sensation worked well for average-sized Koreans in their twenties, but the C-level caused discomfort in multiple areas, such as the face, arms, armpits, hips, crotch, thighs, and knee during movement. Consequently, this region required pattern adjustments and resetting for improved comfort. The grading rules were 10 cm in the chest, waist, and hip circumference, regardless of the level, with slight differences in other parts depending on the levels. Thus, manufacturers should establish new grading rules to suit the Korean body shape.

2.5Gbps 광통신용 InGaAs separate absorption grading multiplication (SAGM) advanche photodiode의 제작 및 특성분석 (Fabrication and characterization of InGaAs Separate Absorption Grading Multiplication Avalache Photodiodes for 2.5 Gbps Optical Fiber Communication System)

  • 유지범;박찬용;박경현;강승구;송민규;오대곤;박종대;김흥만;황인덕
    • 한국광학회지
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    • 제5권2호
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    • pp.340-346
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    • 1994
  • 2.5Gbps 광통신시스템용 수광소자로서 charge plate층을 갖는 링구조의 separate absorption grading multiplication avalanche photodiode를 제작하고 그 특성을 조사 분석하였다. Avalanche Photodiode의 제작은 Metal-Organic Chemical Vapor Deposition 과 Liquid Phase Epitaxy법을 이용한 에피성장과 Br:Methanol을 이용한 채널식각 방법을 사용하였고, passivation과 평탄화는 photosensitive polyimide를 이용하였다. 제작된 ADP는 10nA 이하의 작은 누설전류를 나타내었고, -38~39 V의 항복전압을 나타내었다. 제작된 ADP를 GaAs FET hybrid 전치증폭기와 결합하여 2.5Gbps 속도에서 $2^{23}-1$의 길이를 갖는 입력 광신호에 대해 $ 10^{-10}$ Bit Error Rate에서 -31.0dBm의 수신감도를 얻었다.

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