• Title/Summary/Keyword: gray matrix

검색결과 180건 처리시간 0.031초

공간의존행렬과 신경망을 이용한 문서영상의 효과적인 블록분할과 유형분류 (An Efficient Block Segmentation and Classification Method for Document Image Analysis Using SGLDM and BP)

  • 김중수;이정환;최흥문
    • 한국정보처리학회논문지
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    • 제2권6호
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    • pp.937-946
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    • 1995
  • 본 논문에서는 공간의존행렬과 신경망을 이용하여 문서영상에서 인식대상 문자가 포함되어 있는 블록들을 좀더 세분해 낼 수 있는 효과적인 방법을 제시 하였다. 제안 된 방법은 명암도 문서블록에서 공간의존행렬을 구하고 7가지 질감 특징을 추출한 뒤 신경망을 이용해 문서블록을 9가지 유형으로 분류할 수 있도록 하였다. 특히 기존에는 비문자영역으로 분류되던 수식, 도표, 순서도 등 주로 문자가 포함되어 있는 블록들을 세분해 낼 수 있도록 하였다. 또한 신경망 학습알고리즘인 BP 를 사용함으로써 기존의 선형분류시에 요구되던 유형별 임계값과 선형면결정지수를 찾는 어려움을 해소하였다. 명암도영상을 이진화하기 전에 먼저 Sobel연산을 적용함으로써 문서 뒷면에 의한 배경 잡음의 영향을 줄일 수 있도록 하였고, 교차 문지르기 후 분할함으로써 블록이 작은 조각으로 나누어지는 것을 방지하도록 하였다. 실험결과 제안한 방법에서는 문자가 포 함되어 있는 블록은 큰 문자, 중간문자, 작은 문자블록 및 수식, 순서도, 도표블록의 6가지로, 그리고 비문자블록은 인물사진, 그래프 등 3가지 유형으로 상세하게 분류 할수 堞있었으며 전체적인 분류성능도 우수함을 확인할 수 있었다.

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구상흑연주철의 강인화에 미치는 특수열처리와 합금원소의 영향 (Effect of Special Heat Treatments and Alloying Element(Ni) on Strengthening and Toughening of Ductile Cast Iron)

  • 김석원;최용선
    • 한국주조공학회지
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    • 제10권4호
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    • pp.299-308
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    • 1990
  • Ductile cast iron has a good ductility and ductility and toughness than those of gray cast iron, because the shape of graphite is spheroidal. It has been reported that the strengthening and toughening of the ductile cast iron was resulted from the good modification of various matrix structures obtained by the heat treatment or addition of alloying elements. This study aims to investigate the effect of various special heat treatment(Cyclic Heat Treatment, Intermediate Heat Treatment, Step Quenching), austempering and alloying element(Ni) on the strength and toughness of ductile cast iron. The results obtained from this study are summarized as follows. 1) With addition of Ni, the amount of pearlite or bainite were increased and the morphologies of pearlite or bainite became finer by special heat treatments. 2) As the Ni added and not added ductile cast iron were treated by austenitizing at $900^{\circ}C$ and $840^{\circ}C$, in the latter the austenite was mostly formed in the vicinity of eutectic cell boundary, but in the former on the whole matrix. 3) In cyclic heat treatment, the volume fraction of pearlite was increased and the shape of pearlite was fined with increase of the number of cycle. 4) The shape of pearlite was mostly bar type in the intermediate heat treatment, but spheroidal type in step quenching. 5) The mechanical properties of ductile cast iron containing 1.5%Ni austempered at $400^{\circ}C$ for 25min. after austenitizing at $900^{\circ}C$ for 15min. were a good value of hardness 105(HRB), impact energy 12.5(kg.m), tensile strength 112($kg/mm^2$) and elongation 6.8(%).

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고온가압소결한 SiC-ZrB$_2$ 복합체의 기계적, 전기적 특성 (Mechanical and Electrical Properties of Hot-Pressed Silicon Carbide-Zirconium Diboride Composites)

  • 신용덕
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 1997년도 춘계학술대회 논문집
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    • pp.135-140
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    • 1997
  • The influences of ZrB$_2$ additions to SiC on microstructural, DDM(Electrical Discharge Machining), mechanical and electrical properties were investigated. composites were prepared by adding 15, 30, 45 vol.% ZrB$_2$particles as a second phase to SiC matrix. SiC-ZrB$_2$ composites obtained by hot pressing for high temperature structural application were fully dense with the relative densities over 99%. The fracture toughness of the composites were increased with the ZrB$_2$contents. In case of composite containing 30vol.% ZrB$_2$, the flexural strength and fracture toughness showed 45% and 60% increase, respectively compared to that of monolithic SiC sample. The electrical resistivities of SiC-ZrB$_2$ composites decreased significantly with the ZrB$_2$ contents. The electrical resistivity of SiC-30vol.% ZrB$_2$ composite showed 6.50$\times$10$^{-4}$ $\Omega$.cm. Cutting velocity of EDM of SiC-ZrB$_2$ composites are directly proportional to duty factor of pulse width. Surface roughness, however, are not all proportional to pulse width. Higher-flexural strength composites show a trend toward smaller crater volumes, leaving a smoother surface; the average surface roughness of the SiC-ZrB$_2$ 15 vol.% composite with the flexural strengthe of 375㎫ was 3.2${\mu}{\textrm}{m}$, whereas the SiC-ZrB$_2$ 30.vol% composite of 457㎫ was 1.35${\mu}{\textrm}{m}$. In the SEM micrographs of the fracture surface of SiC-ZrB$_2$ composites, the SiC-ZrB$_2$ two phases are distinct; the white phase is the ZrB$_2$and the gray phase is the SiC matrix. In the SEM micrographs of the EDM surface, however, these phases are no longer distinct because of thicker recast layer of resolidified-melt-formation droplets present. It is shown that SiC-ZrB$_2$ composites are able to be machined without surface cracking.

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A Study on the Melting Morphology of Graphite in Cast Iron

  • Lim, Chang-Hee;Ra, Hyung-Yong
    • 한국주조공학회지
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    • 제5권4호
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    • pp.243-257
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    • 1985
  • Many authors have studied the solidification process of cast iron and the effect of grain boundaries in austenite shell on the growth of spheroidal graphite. But, the studies on the melting morphology of cast iron are rare and the effect of grain boundaries in austenite shell on the melting procedure of spheroidal graphite cast iron is unknown. Therefore, in this work, the melting procedure of cast iron and the role of grain boundaries in austenite shell on the melting of spheroidal graphite have been studied. The main results are summarized as follows. 1. In white cast iron containing silicon, melting initiates at the interface between austenite matrix and temper carbon which was decomposed from $Fe_3C$ during heating. 2. In gray cast iron, melting initiates at the boundary of eutectic cell where elements with low melting temperature are condensed. The dissolution of kish graphite is difficult. 3. In spheroidal graphite cast iron containing little phosphor, melting initiates at the outer region of austenite shell in which silicon is condensed. In this case, grain boundaries in austenite shell give little effect on the melting procedure of spheroidal graphite. 4. In spheroidal graphite cast iron containing phosphor above 0.3 wt%, its melting phenomena are changed with heating rate due to the existence of steadite. In this case, it can be concluded that liquid phase of steadite, which segregated on outer region of austenite shell, moves to spheroidal graphite-austenite interface along the grain boundaries in austenite shell.

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레이저 형광여기법(LIF)를 이용한 복잡 난류유동장의 혼합특성에 관한 연구 (A Study on the Mixing Characteristics in Complex Turbulent Flow by a Laser Induced Fluorescence Method)

  • 김경천;정은호
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 춘계학술대회논문집E
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    • pp.542-547
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    • 2001
  • A non-intrusive Planar Laser-Induced Fluorescence(PLIF) technique was applied to study the turbulent mixing process in a Rushton turbine reactor. Instantaneous and ensemble averaged concentration fields are obtained by measuring the fluorescence intensity of Rhodamine B tracer excited by a thin Nd:Yag laser sheet illuminating the whole center plane of the stirred tank. The gray level images captured by a 14-bit cooled CCD camera can be transformed to the local concentration values using a calibration matrix. The dye injection point was selected at the tank wall with three quarter height (3/4H) from the tank bottom to observe the mixing characteristics in upper bulk flow region. There exist distinct two time scales: the rapid decay of mean concentration in each region after the dye infusion reflects the large scale mixing while the followed slow decay reveals the small scale mixing. The temporal change of concentration probability functions conjectures the two sequential processes in the batch type mixing. An inactive column of water existed above the impeller disk, in which the fluid rotates with the shaft but is isolated from the mean bulk flow.

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레이저 형광여기법(LIF)를 이용한 러쉬톤 터빈 교반기의 혼합특성에 관한 연구 (A Study on the Mixing Characteristics in a Rushton Turbine Reactor by a Laser Induced Fluorescence Method)

  • 정은호;김경천
    • 대한기계학회논문집B
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    • 제26권8호
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    • pp.1145-1152
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    • 2002
  • A non-intrusive Planar Laser-Induced Fluorescence(PLIF) technique was applied to study the turbulent mixing process in a Rushton turbine reactor. Instantaneous and ensemble averaged concentration fields was obtained by measuring the fluorescence intensity of Rhodamine B tracer excited by a thin Nd:Yag laser sheet illuminating the whole center plane of the stirred tank. The gray level images captured by a 14-bit cooled CCD camera could be transformed to the local concentration values using a calibration matrix. The dye injection point was selected at the tank wall with three quarter. height (3/4H) from the tank bottom to observe the mixing characteristics in upper bulk flow region. There exist distinct two time scales: the rapid decay of mean concentration after the dye infusion reflects the large scale turbulent mixing while the fellowed slow decay reveals the small scale molecular mixing. The temporal change of concentration variance field conjectures the two sequential processes for the batch type mixing. An inactive column of water is existed above the impeller disk, in which the fluid rotates with the shaft but is isolated from the mean bulk flow.

WAVELET-BASED FOREST AREAS CLASSIFICATION BY USING HIGH RESOLUTION IMAGERY

  • Yoon Bo-Yeol;Kim Choen
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2005년도 Proceedings of ISRS 2005
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    • pp.698-701
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    • 2005
  • This paper examines that is extracted certain information in forest areas within high resolution imagery based on wavelet transformation. First of all, study areas are selected one more species distributed spots refer to forest type map. Next, study area is cut 256 x 256 pixels size because of image processing problem in large volume data. Prior to wavelet transformation, five texture parameters (contrast, dissimilarity, entropy, homogeneity, Angular Second Moment (ASM≫ calculated by using Gray Level Co-occurrence Matrix (GLCM). Five texture images are set that shifting window size is 3x3, distance .is 1 pixel, and angle is 45 degrees used. Wavelet function is selected Daubechies 4 wavelet basis functions. Result is summarized 3 points; First, Wavelet transformation images derived from contrast, dissimilarity (texture parameters) have on effect on edge elements detection and will have probability used forest road detection. Second, Wavelet fusion images derived from texture parameters and original image can apply to forest area classification because of clustering in Homogeneous forest type structure. Third, for grading evaluation in forest fire damaged area, if data fusion of established classification method, GLCM texture extraction concept and wavelet transformation technique effectively applied forest areas (also other areas), will obtain high accuracy result.

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NDAS 유도체의 합성과 감광특성 (Synthesis and Photosensitive Characterization of NDAS Derivatives)

  • 이기창;최성용;배남경;윤철훈;황성규
    • 한국응용과학기술학회지
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    • 제13권3호
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    • pp.145-153
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    • 1996
  • Naphthoquinone-1,2-diazide-5-sulfonyl[NDAS] derivatives members of quinone diazide compound that are utilizable as photosensitive polymer material were synthesized, and photoresist were prepared by mixing these derivatives with m-cresol novolak(a matrix resin) at various weight ratios. Photosensitive characteristics of photoresist were studied by examining UV and IR, relative sensitivity using a Gray scale method, and SEM to analyze if they can be used as photosensitive material in printing process. Experimental results showed that, by UV, NDAS derivatives were photoconverted and developer-soluble photoresist were produced. The mixing ratio of 1:4(by mass) of NDAS+p-ydroxybenzophenone+sensitizer and m-cresol novolak gave rise to the highest dissolution rate. In addition, photoresist obtained at this condition resulted in the most superior sensitivity and contrast.

전립선비대증 초음파 영상에서 GLCM을 이용한 컴퓨터보조진단의 영상분석 (Image Analysis of Computer Aided Diagnosis using Gray Level Co-occurrence Matrix in the Ultrasonography for BPH)

  • 조진영;김창수;강세식;고성진;예수영
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2015년도 춘계 종합학술대회 논문집
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    • pp.191-192
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    • 2015
  • 전립선비대증(Benign Prostatic Hyperplasia, BPH)은 전립선조직중에 이행구역의 결절성증식과 요도 주위의 과증식(Hyperplasia)이 특징이다. 경직장초음파(TRUS: transrectal ultrasonography)검사를 이용한 진단에 있어 정상조직과 비대되어 있는 조직의 영상 차이를 비교하고 수량화로 나타내었다, 영상분석에는 GLCM 통계적 파라미터 중에서 Autocorrelation, Cluster Prominence, Entropy, Sum average를 4개의 파라미터에서 병변 인식이 가능하였고 인식 효율은 92-98%가 나왔다. 전립선비대증식에 대한 초음파영상을 가지고 컴퓨터영상처리분석을 제안하여 진단시 참고 자료가 될 것으로 기대한다.

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OLED 디스플레이 구동 IC 설계 및 구현 (Design and Implementation of OLED Display Driver IC)

  • 이승은;오원석;박진;이성철;최종찬
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(2)
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    • pp.293-296
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    • 2002
  • This paper proposes new driving methods for designing a driver independent of the current property of organic light emitting diodes (OLED) displays. The proposed methods are the Look-Up Table (LUT) and the Pulse Width Modulation (PWM). The LUT is used to handle the amount of the current for driving the OLED display panel and the PWM is applied to represent the gray scale on the OLED display panel. Segment and common drivers were implemented using delay circuits to prevent short-circuit current and a DC-DC converter was designed to supply the drivers with a power source. In particular, tile proposed methods are used for the manufacturing of 1.8" 128$\times$128 dot passive matrix OLED display panel. The designed circuit was fabricated using 0.6w, 2-poly, 3-metal, CMOS process and applied to the Personal Communication System (PCS) phone successfully.ully.

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