• Title/Summary/Keyword: Texture Analysis

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3-D analysis of textures using structural approaches (구조적인 접근방법을 이용한 텍스춰 영상의 3차원 해석)

  • 홍현기;명윤찬;최종수
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.8
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    • pp.96-104
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    • 1996
  • In this paper, we propose a new algorithm that obtains the surfac eorientation of the texture image using structural approaches. The proposed method showed that structural approaches can be effectively used in 3-D analysis of textures as well as description and segmentation without additional information. By examining fourier power spectrum of the texture image, we detemine the tilt of the textured surface. Then, 1-D projection information of the texture in the obtained tilt direction is used to compute the slant. Using the obtained information, we can compute the vanishing point, and rearrange the textured surface with lines converging to the vanishing point and lines perpendicular to the tilt direction. In the experimental results, we have ascertained the proposed algorithm can make a rpecise 3-D analysis of structural textures.

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Use of Crown Feature Analysis to Separate the Two Pine Species in QuickBird Imagery

  • Kim, Cheon
    • Korean Journal of Remote Sensing
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    • v.24 no.3
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    • pp.267-272
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    • 2008
  • Tree species-specific estimates with spacebome high-resolution imagery improve estimation of forest biomass which is needed to predict the long term planning for the sustainable forest management(SFM). This paper is a contribution to develop crown distinguishing coniferous species, Pinus densiflora and Pinus koraiensis, from QuickBird imagery. The proposed feature analysis derived from shape parameters and first and second-order statistical texture features of the same test area were compared for the two species separation and delineation. As expected, initial studies have shown that both formfactor and compactness shape parameters provided the successful differentiating method between the pine species within the compartment for single crown identification from spaceborne high resolution imagery. Another result revealed that the selected texture parameters - the mean, variance, angular second moment(ASM) - in the infrared band image could produce good subset combination of texture features for representing detailed tree crown outline.

Finite Element Analysis for Forming Process of Polycrystalline Metal Including Texture Development (집합조직의 발전을 반영하는 다결정재의 성형공정해석)

  • 김응주;이용신
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 1996.03a
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    • pp.62-72
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    • 1996
  • A process model is formulated considering the effect of crystallographic testure developed in forming process. The deformation induced plastic anisotropy can be predicted by capturing the evolution of texture during large deformatin in the poly crystaline aggregate. The anisotropic stiffness matrix for the aggregate is derived and implemented in Dulerian finite element code. As an application , the evolution of texture in rolling, drawing and extrusion processes are simulated . The numerical results show good agreement with reported experimental textures.

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Tire tread pattern classification using gray level cooccurrence matrix for the binary image (이치화 영상에 대한 계조치 동시발생행렬을 이용한 타이어 접지 패턴의 분류)

  • 박귀태;김민기;김진헌;정순원
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.100-105
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    • 1992
  • Texture is one of the important characteristics that has been used to identify objects or regions of interest in an image. Tire tread patterns can be considered as a kind of texture, and these are classified with a texture analysis method. In this sense, this paper proposes a new algorithm for the classification of tire tread pattern. For the classification, cooccurrence matrix for the binary image is used. The performances are tested by experimentally 8 different tire tread pattern and the robustness is examined by including some kinds on noise.

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An Evaluation of the Use of the Texture in Land Cover Classification Accuracy from SPOT HRV Image of Pusan Metropolitan Area (SPOT HRV 영상을 이용한 부산 지역 토지피복분류에 있어서의 질감의 기여에 관한 평가)

  • Jung, In-Chul
    • Journal of the Korean Association of Geographic Information Studies
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    • v.2 no.1
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    • pp.32-44
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    • 1999
  • Texture features can be incorporated in classification procedure to resolve class confusions. However, there have been few application-oriented studies made to evaluate the relative powers of texture analysis methods in a particular environment. This study evaluates the increases in the land-cover classification accuracy of the SPOT HRV multispectral data of Pusan Metropolitan area from texture processing. Twenty-four texture measures were derived from the SPOT HRV band 3 image. Each of these features were used in combination with the three spectral images in the classification of 10 land-cover classes. Supervised training and a Gaussian maximum likelihood classifier were used in the classification. It was found that while entropy produces the best empirical results in terms of the overall classification, other texture features can also largely improve the classification accuracies obtained by the use of the spectral images only. With the inclusion of texture, the classification for each category improves. Specially, urban built-up areas had much increase in accuracy. The results indicate that texture size 5 by 5 and 7 by 7 may be suitable at land cover classification of Pusan Metropolitan area.

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Comparison of the Explanation on Visual Texture of Cotton Textiles using Regression Analysis and ANFIS - on Warmness (회귀분석과 ANFIS를 활용한 면직물의 시각적 질감에 대한 해석 비교 - 온난감을 중심으로)

  • 주정아;유효선
    • Science of Emotion and Sensibility
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    • v.7 no.3
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    • pp.15-25
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    • 2004
  • The regression analysis and Adaptive -Network based Fuzzy-inference system (ANFIS) were applied to the explanation on human's visual texture of cotton fabrics with 7 mechanical properties. The ANFIS uses the structure with fuzzy membership function and neural network. The results obtained by the statistical analysis through the coefficient of correlation and regression analysis showed that subjective texture had a linear relationship with mechanical properties. But It had a relatively low coefficient of determination and was difficult that the statistical analysis explained other relationship with the exception of a lineality and interaction among mechanical properties. Comparing the statistical analysis, the ANFIS was an effective tool to explain human's non-linear perceptions and their interactions. But to apply ANFIS to human's perceptions more effectively, it is necessary to discriminate effective input variables through controlling the properties of samples.

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The Effect of Texture Wavelength on the Tire-Pavement Noise in Asphalt Concrete Pavement (아스팔트 노면조직의 파장길이가 타이어-노면소음에 미치는 영향)

  • Hong, Seong Jae;Park, Sung Wook;Lee, Seung Woo
    • International Journal of Highway Engineering
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    • v.17 no.1
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    • pp.1-6
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    • 2015
  • PURPOSES : Recently, attempts have been made to evaluate tire-pavement noise based on a measure of Mean Profile Depth (MPD). However, equivalent values of MPD appear to correspond to different levels of tire-pavement noise, which indicates that other factors such as texture wavelength need to be included to improve the accuracy of noise prediction. A single index to represent texture wavelength is proposed in this study. A consistent relationship between tire-pavement noise and texture wavelength on asphalt concrete pavement is observed. METHODS : Profile data and tire-pavement noise data were collected from a number of expressway sections in Korea. In addition, texture wavelength was defined by a Peak Number (PN), which was calculated using profile data. Statistical analysis was performed to find the relationship between the PN and tire-pavement noise. RESULTS : As a result of this study, a linear relationship between PN and tire-pavement noise is observed on asphalt concrete pavement. CONCLUSIONS : Tire-pavement noise on asphalt concrete pavement can be predicted from PN information.

Use of Gellan Gum and Xanthan Gum as Texture Modifiers for Yackwa, a Korean Traditional Fried Cake

  • Kim, Hyun-Jung;Chun, Hyang-Sook;Kim, Hye-Young L.
    • Preventive Nutrition and Food Science
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    • v.9 no.2
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    • pp.107-112
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    • 2004
  • Texture hardening of Yackwa during storage is the major quality deterioration of Yackwa. In this study the effects of gellan gum and xanthan gum on texture hardening of Yackwa during storage were studied. Instrumental hardness and sensory evaluation results showed that addition of 0.05 % and 0.1 % of gellan gum or 0.1 % and 0.5 % of xanthan gum significantly decreased the hardness of Yackwa by 32 ∼ 63 % after 4 weeks of storage. Retardation of texture hardening was obtained even at the 0.05 % level of gellan gum, indicating that gellan gum was a more potent texture modifier for Yackwa than xanthan gum. Correlation analysis between moisture content and hardness of Yackwa showed that there was high correlation between moisture content and hardness of Yackwa after 4 weeks storage ($r^2$=-0.998), regardless of the initial moisture content. These results suggest that retardation of texture hardening during storage is primarily related to moisture retention of Yackwa during storage.

Preference of S/S men's suit fabrics according to gender and age groups (성별과 연령에 따른 춘하 남성 정장 소재의 선호도 분석)

  • Ju, Jeong-Ah;Ryu, Hyo-Seon
    • Korean Journal of Human Ecology
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    • v.13 no.4
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    • pp.609-616
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    • 2004
  • The purpose of this study is to examine the difference of judge's gender and age groups in preference of S/S men's suit fabrics, and to analyze the relationship between the preference and the texture by gender and age group. For this study, 60 types of S/S men's suit fabrics were used with variously-composed fibers, such as wool, wool-blended, and PET, thickness, and weight. To evaluate the texture and the preference subjectively, nine ranks' semantic differential scale questions of 22 texture adjectives and preference of 4 apparel items were developed, Through the factor analysis, texture adjectives were classified into 7 categories: "stiffness," "elasticity," "bulkiness," "coolness," "smoothness," and "drapability." Depending on gender and age groups of judges, statistically significant differences on texture factors and the preference were observed. Especially, men under 30 years of age showed a higher grade of stiffness and a lower preference on pants than other groups. The relationship between the texture and the preference was different by gender and age group: Women evaluated a preference of men's suit fabrics in relation to stiffness and smoothness, whereas men did so in relation to stiffness, smoothness, coolness, and drapability. A young age group put more importance on drapability for preference of men's suit fabric.

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A Study on the Visual Evaluation according to Clothing Stimuli and the Method of Presentation (의복자재물(衣服刺載物)과 제시방법(提示方法)에 따른 시각적(視覺的) 평가(評價))

  • Kim, Hee Jung;Lee, Kyoung Hee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.17 no.3
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    • pp.428-435
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    • 1993
  • The purpose of this study was to investigate the difference of the visual evaluation about clothing texture, the state of wearing and the method of presentation. The data from observation were analyzed by factor analysis, t-test, ANOVA, Scheffe test and MCA. The results of this study were as follows ; 1. 17 pairs of discriptors used for the visual evaluation of clothing stimuli were found to include four factor dimensions(total variance 65.6%) ; Attention, Appearance, Texture, Maturity. 2. For the image of clothing texture, there were significant differences in the attention and texture. 3. For the image of the state of wearing, there were significant differences in the attention and appearance. 4. For the image of the method of presentation, there were significant differences in the clothing texture and the state of wearing. 5. According to clothing texture, the state of wearing and the method of presentation, the interaction effect was significant in the attention and appearance.

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