• 제목/요약/키워드: color gradient

검색결과 159건 처리시간 0.028초

객체기반 분류기법을 이용한 토지피복 특성분석 - 강원도 인제군의 DMZ지역 일원을 대상으로 - (Analysis of Land Cover Characteristics with Object-Based Classification Method - Focusing on the DMZ in Inje-gun, Gangwon-do -)

  • 나현섭;이정수
    • 한국지리정보학회지
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    • 제17권2호
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    • pp.121-135
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    • 2014
  • 최근 픽셀기반분류보다 더 많은 정보를 이용할 수 있는 객체기반에 대한 연구가 활발히 진행 중이다. 따라서, 본 연구는 인제군 Demilitarized Zone(DMZ)지역 일원을 대상으로 객체기반 분류기법을 이용한 토지피복분류를 실시하였다. 분류항목은 환경부 기준의 대분류 항목 7개, 중분류 항목 13개로 선정하였고, 사용된 인자는 분광 값의 평균과 표준편차, Grey Level Co-occurrence Matrix(GLCM)의 Homogeneity를 사용하여 감독분류방법 중 최근린기법을 이용하여 계층적 토지피복도를 구축하였다. 구축된 토지피복도를 이용하여 남방한계선으로부터의 거리와 Digital elevation model(DEM)을 통해 지형특성에 따른 분류항목 별 분포 특성을 분석하였다. 객체기반 분류를 위한 최적 가중치는 Scale 72, Shape 0.2. Color 0.8, Compactness 0.5, Smoothness 0.5로 선정하였고, 가중치 선정과정에서 Scale, Shape, Color가 가장 많은 영향을 주었다. 대분류 토지피복분류는 산림, 초지, 시가지의 순으로 각각 약 92%, 약 5%, 약 2%였으며, 중분류 토지피복분류는 활엽수림, 혼효림, 침엽수림의 순으로 각각 약 44%, 약 42%, 약 6% 순으로 분포하였다. 토지피복형태에 따른 분포특성을 보면, 남방한계선으로부터 2km이내의 지역에서 공공시설 지역과 도로의 이용이 높았으며, 남방한계선 6km이상의 지역에서는 논과 밭, 나지의 형태가 많았다. 산림은 표고 600m, 경사 $30^{\circ}$이상의 지역에서는 면적분포가 높았고, 농업지역과 나지, 초지는 표고 600m, 경사 $30^{\circ}$이하의 지역에서 면적분포가 높았다.

CIECAM02 기반 컬러 에지 검출 방법 (A CIECAM02-based color edge detection method)

  • 강민성;김봉조;손광훈
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2008년도 하계종합학술대회
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    • pp.843-844
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    • 2008
  • In this paper, we propose a CIECAM02-based color edge detection method. The proposed method detects color edges with distance metric based on the characteristics of Human Visual System (HVS). The CIECAM02 is inherently strong in considering HVS. We use a vector gradient edge detector in a JCh components with newly proposed distance metric. The proposed method detect edges clearly. We subjectively confirm the performance with clearly enhanced images.

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Title Extraction from Book Cover Images Using Histogram of Oriented Gradients and Color Information

  • Do, Yen;Kim, Soo Hyung;Na, In Seop
    • International Journal of Contents
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    • 제8권4호
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    • pp.95-102
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    • 2012
  • In this paper, we present a technique to extract the title areas from book cover images. A typical book cover image may contain text, pictures, diagrams as well as complex and irregular background. In addition, the high variability of character features such as thickness, font, position, background and tilt of the text also makes the text extraction task more complicated. Therefore, we propose a two steps efficient method that uses Histogram of Oriented Gradients and color information to find the title areas. Firstly, text localization is carried out to find the title candidates. Finally, refinement process is performed to find the sufficient components of title areas. To obtain the best result, we also use other constraints about the size, ratio between the length and width of the title. We achieve encouraging results of extracted title regions from book cover images which prove the advantages and efficiency of the proposed method.

UBV CCD PHOTOMETRY OF THE INTERMEDIATE AGE OPEN CLUSTER NGC 6716

  • CHUN MOO-YOUNG;LEE SEE-WOO
    • 천문학회지
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    • 제29권2호
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    • pp.137-156
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    • 1996
  • NGC 6716 is an intermediate-age open cluster in Sagittarius. In this paper, we present the new UBV CCD photometry of the stars in the cluster, which is deeper than previous ones. From the color-color diagram and the color-magnitude diagram, we derived a reddening $E_{B- V} = 0.17\pm0.03$ and a distance modulus of the cluster, $(V - Mv)_o = 9.2\pm0.1$. An age of the cluster is estimated as $8\pm10^7 yrs$ from the latest isochrone. Luminosity function and mass function of the cluster are derived. The gradient of the mass function of bright stars is a bit steep, $\Gamma = -1.85\pm0.05$, and there is no distinct bump and dip in the mass function.

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세방향 필터 접근법에 기반한 새로운 디모자익싱 기법 (A new demosaicing method based on trilateral filter approach)

  • 김태권;김기윤
    • 디지털산업정보학회논문지
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    • 제11권4호
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    • pp.155-164
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    • 2015
  • In this paper, we propose a new color interpolation method based on trilateral filter approach, which not only preserve the high-frequency components(image edge) while interpolating the missing raw data of color image(bayer data pattern), but also immune to the image noise components and better preserve the detail of the low-frequency components. The method is the trilateral filter approach applying a gradient to the low frequency components of the image signal in order to preserve the high-frequency components and the detail of the low-frequency components through the measure of the freedom of similarity among adjacent pixels. And also we perform Gaussian smoothing to the interpolated image data in order to robust to the noise. In this paper, we compare the conventional demosaicing algorithm and the proposed algorithm using 10 test images in terms of hue MAD, saturation MAD and CPSNR for the objective evaluation, and verify the performance of the proposed algorithm.

정적 예혼합기 연소에 있어서 2영역 모델 및 2색법에 의한 연소온도 비교에 관한 연구 (A Study on Comparisons Between Combustion Temperatures Calculated by Two-Region Model and Measured by Two-Color Method in Premixed Constant-Volume Combustion)

  • S.K.Lee
    • Journal of Advanced Marine Engineering and Technology
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    • 제23권3호
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    • pp.300-310
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    • 1999
  • A constant-volume combustion chamber is developed to measure the burnt gas temperature over the wide ranges of equivalence ratio from 1.5 to 2.7 and pressure from 0.1 to 2.7 and pressure from 0.1 to 6 MPa by two-color method. The combustion temperature is also calculated by the conventional two-region model. The premixed fuel rich propane-oxygen-inert gas mixtures under high pressures are simultaneously ignited by eight spark plugs located on the circumference of combustion chamber with 45 degree intervals. The eight converging flames compress the end gases to high pressures. The transmissiv-ity in the chamber center during the final stage of combustion at the highest pressure is measured by in situ laser extinction method. Comparisons are made with the combustion temperatures between two-color method and two-region model. It is found that the burnt gas temperature mea-sured by two-color method is higher than that calculated by two-region model because of being the negative temperature gradient on the calculation and the temperature distribution of light path-length on the measurement and the burnt gas temperature for the turbulent combustion is higher than that of the laminar combustion under the same conditions because the heat loss for turbulent combustion is lower due to the shorter combustion period.

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코와 턱의 위치 및 색상을 이용한 측면 얼굴 검출 (Side-View Fan Detection Using Both the Location of Nose and Chin and the Color of Image)

  • 송영준;장언동;박원배;서형석
    • 한국콘텐츠학회논문지
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    • 제3권4호
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    • pp.17-22
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    • 2003
  • 본 논문에서는 하나 또는 그 이상의 얼굴, 기울어진 얼굴들이 존재하는 칼라 영상에 대해서 색상 및 코의 길이와 턱의 위치를 이용하여 측면 얼굴만을 검출하는 새로운 방법을 제안하였다. RGB 영상을 YCbCr 좌표계로 변환한 후, 피부색 정보를 이용하여 얼굴 후보 영역을 추출하였다. 추출된 후보 영역은 형태학적 필터링을 거치고 최종적으로 남게된 영역들은 레이블링된다. 또한 코의 돌출 부위의 특성을 이용하여 기울어진 얼굴 영상에 대한 기울기 보정을 하였다. 그리고 코 영역 부분의 수직 거리와 턱까지의 거리와 같은 지형적인 특성을 이용하여 수직축을 기준으로 좌우 45도 이내로 기울어진 측면 얼굴에 대해서도 강건하게 검출하였고 100개의 실험영상을 사용하여 92%의 검출율을 얻었다.

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이온쌍-고성능 액체크로마토그래피에 의한 감기약 시럽에서 타르색소 첨가물의 동시분석 (Simultaneous Determination of Tar Color Additives in Cold Syrups by Ion Pair-high Performance Liquid Chromatography)

  • 김경옥;황호;이범규;이원재
    • KSBB Journal
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    • 제25권5호
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    • pp.459-465
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    • 2010
  • A simple and efficient analytical method for the simultaneous determination of seven tar color additives was developed using ion pair high performance liquid chromatography. The conditions for HPLC analysis were as follows: column, ${\mu}$-Bondapak C18 (10 ${\mu}m$, 300 ${\times}$ 3.9 mm i.d.); gradient mobile phase, 0.025 mol/L ammonium acetate (containing 0.01 mol/L tetrabutylammonium bromide)-acetonitrile-methanol (65:25:10) as a mobile for fraction A and 0.025 mol/L ammonium acetate (containing 0.01 mol/L tetrabutylammonium bromide)-acetonitrilemethanol (40:50:10) as a mobile for fraction B; flow rate, 1.0 mL/ min; detection wavelength, 254/520/620 nm. We could attain to the detection limits as 0.01~0.05 ${\mu}$g/mL (254 nm) and 0.005~0.01 ${\mu}$g/mL (520 nm) for six red tar color additives, and 0.05 ${\mu}$g/mL (254 nm) and 0.002 ${\mu}$g/mL (620 nm) for Fast green FCF. This analytical method was applicable to determine the tar color additives contained in several commercial cold syrups.

Bottle Label Segmentation Based on Multiple Gradient Information

  • Chen, Yanjuan;Park, Sang-Cheol;Na, In-Seop;Kim, Soo-Hyung;Lee, Myung-Eun
    • International Journal of Contents
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    • 제7권4호
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    • pp.24-29
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    • 2011
  • In this paper, we propose a method to segment the bottle label in images taken by mobile phones using multi-gradient approaches. In order to segment the label region of interest-object, the saliency map method and Hough Transformation method are first applied to the original images to obtain the candidate region. The saliency map is used to detect the most salient area based on three kinds of features (color, orientation and illumination features). The Hough Transformation is a technique to isolated features of a particular shape within an image. Therefore, we utilize it to find the left and right border of the bottle. Next, we segment the label based on the gradient information obtained from the structure tensor method and edge method. The experimental results have shown that the proposed method is able to accurately segment the labels as the first step of product label recognition system.

A Gaussian Mixture Model for Binarization of Natural Scene Text

  • Tran, Anh Khoa;Lee, Gueesang
    • 스마트미디어저널
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    • 제2권2호
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    • pp.14-19
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    • 2013
  • Recently, due to the increase of the use of scanned images, the text segmentation techniques, which play critical role to optimize the quality of the scanned images, are required to be updated and advanced. In this study, an algorithm has been developed based on the modification of Gaussian mixture model (GMM) by integrating the calculation of Gaussian detection gradient and the estimation of the number clusters. The experimental results show an efficient method for text segmentation in natural scenes such as storefronts, street signs, scanned journals and newspapers at different size, shape or color of texts in condition of lighting changes and complex background. These indicate that our model algorithm and research approach can address various issues, which are still limitations of other senior algorithms and methods.

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