• Title/Summary/Keyword: Texture Information

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Spatial-temporal texture features for 3D human activity recognition using laser-based RGB-D videos

  • Ming, Yue;Wang, Guangchao;Hong, Xiaopeng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권3호
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    • pp.1595-1613
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    • 2017
  • The IR camera and laser-based IR projector provide an effective solution for real-time collection of moving targets in RGB-D videos. Different from the traditional RGB videos, the captured depth videos are not affected by the illumination variation. In this paper, we propose a novel feature extraction framework to describe human activities based on the above optical video capturing method, namely spatial-temporal texture features for 3D human activity recognition. Spatial-temporal texture feature with depth information is insensitive to illumination and occlusions, and efficient for fine-motion description. The framework of our proposed algorithm begins with video acquisition based on laser projection, video preprocessing with visual background extraction and obtains spatial-temporal key images. Then, the texture features encoded from key images are used to generate discriminative features for human activity information. The experimental results based on the different databases and practical scenarios demonstrate the effectiveness of our proposed algorithm for the large-scale data sets.

Texture Image Rearrangement for Texture Coordinate Coding of Three-dimensional Mesh Models (삼차원 메쉬 모델의 텍스처 좌표 부호화를 위한 텍스처 영상의 재배열 방법)

  • Kim, Sung-Yeol;Ho, Yo-Sung
    • Proceedings of the IEEK Conference
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    • 대한전자공학회 2005년도 추계종합학술대회
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    • pp.963-966
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    • 2005
  • Previous works related to texture coordinate coding of the three-dimensional(3-D) mesh models employed the same predictor as the geometry coder. However, discontinuities in the texture coordinates cause unreasonable prediction. Especially, discontinuities become more serious for the 3-D mesh model with a non-atlas texture image. In this paper, we propose a new coding scheme to remove discontinuities in the texture coordinates by reallocating texture segments according to a coding order. Experiment results show that the proposed coding scheme outperforms the MPEG-4 3DMC standard in terms of compression efficiency. The proposed scheme not only overcome the discontinuity problem by regenerating a texture image, but also improve coding efficiency of texture coordinate compression.

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New Texture Recognition Method Using Local Weighting Averaged Texture Units (국부 가중평균 질감단위를 이용한 새로운 질감인식 기법)

  • ;;;Ruud M. Bolle
    • Journal of the Korean Institute of Telematics and Electronics B
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    • 제31B권4호
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    • pp.129-137
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    • 1994
  • In this paper, a new texture feature extraction method for texture image classification is proposed. The proposed method is a modified texture spectrum method. It uses local weighting averaged texture unit, that is, the neighbor pixels are weithted and averaged in 4-direction and the calculated values are compared with center pixel to find texture units. The proposed method has only 81 texture units and these units are really good features for texture classification. The proposed method is applied to vegetable images and Blodatz album images and compared with several conventional methods for the feature extraction time and the recognition rate.

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Influence of Texture on the Tensile Properties in AZ31 Magnesium Alloy (AZ31 마그네슘합금의 집합조직에 따른 인장특성)

  • Park, No-Jin;Hwang, Joong-Ho;Roh, Jae-Seung
    • Korean Journal of Metals and Materials
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    • 제47권1호
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    • pp.1-6
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    • 2009
  • Magnesium alloys are drawing a lot of attention and have been extensively studied. The major obstacle to the practical application of the alloys is the poor formability at room temperature, originating basically from the insufficient number of slip system. Development of a proper texture is one promising solution to improve the formability. In the present work, after extrusion and full annealing, microstructures, texture developments and tensile properties of AZ31 Mg alloys are studied. After full annealing strong <1010>||ED fiber texture and weak <1120>+<1230>||ED fiber texture (c-axes in the radial direction) were developed. The textures are distinctly influencing the tensile properties, which can be understood in terms of the activation of basal slip modes. With the random orientation, which is developed in the $45^{\circ}$ sample to the extrusion direction, the better workability can be achieved at room temperature.

A Fast Algorithm for Region-Oriented Texture Coding

  • Choi, Young-Gyu;Choi, Chong-Hwan;Cheong, Ha-Young
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • 제9권6호
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    • pp.519-525
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    • 2016
  • This paper addresses the framework of object-oriented image coding, describing a new algorithm, based on monodimensional Legendre polynomials, for texture approximation. Through the use of 1D orthogonal basis functions, the computational complexity which usually makes prohibitive most of 2D region-oriented approaches is significantly reduced, while only a slight increment of distortion is introduced. In the aim of preserving the bidimensional intersample correlation of the texture information as much as possible, suitable pseudo-bidimensional basis functions have been used, yielding significant improvements with respect to the straightforward 1D approach. The algorithm has been experimented for coding still images as well as motion compensated sequences, showing interesting possibilities of application for very low bitrate video coding.

Analysis of the Texture Structure of Transparent Conductive AZO thin films for LED Applications. (LED적용을 위한 AZO 투명전도 박막의 표면 texture 구조분석)

  • Kim, Kyeong-Min;Kim, Deok-Kyu;Oh, Sang-Hyun;Park, Choon-Bae
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 한국전기전자재료학회 2006년도 하계학술대회 논문집 Vol.7
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    • pp.103-104
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    • 2006
  • Transparent conductive oxide (TCO) are necessary as front electrode for increased efficiency of LED. In our paper, transparent conducting alminum-doped Zinc oxide films (AZO) were prepared by rf magnetron sputtering on glass (corning 1737) substrate, were then annealed at temperature $400^{\circ}C$ for 2hr. The smooth AZO films were etched in diluted HCL (0.5%) to examine the surface morphology properties as a variation of the time. The surface morphology of AZO films increased as a time. We observed texture structure of AZO thin film etched for 1min.

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Retrieval of Regular Texture Images based on Curvature (곡률에 기반한 규칙적인 질감 영상의 추출)

  • 지유상;정동석
    • Proceedings of the IEEK Conference
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    • 대한전자공학회 2000년도 추계종합학술대회 논문집(4)
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    • pp.211-214
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    • 2000
  • In this paper, we propose a regular-texture image retrieval approach relating In curvature. Maximum curvature and minimum curvature are computed from the query and each regular-texture image in the database. Seven features are computed from curvature characterizing statistical properties of the corresponding image. Each regular-texture image in the database is then represented as the seven CM (curvature measurement)-features. Query comparison and matching can be done using the corresponding CM-features. Experimental results on Brodatz texture show that the proposed approach is effective.

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Effect of Characteristics and Texture of Sight and Touch on the Tactile Preferences for the Black Fabrics (블랙 패션 소재의 특성과 시촉각적 질감이 촉감 선호도에 미치는 영향)

  • Kim, Yeo-Won;Choi, Jong-Myoung
    • The Research Journal of the Costume Culture
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    • 제19권3호
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    • pp.556-564
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    • 2011
  • The purpose of this study was to analyze the effect of the structural properties, the color characteristics and the texture of sight and touch on the tactile preferences for the black fabrics. Male and female university students were asked to evaluate the texture of sight and touch and tactile preference to the nine different black fabrics which were selected on the basis of the previous research results. Data were analyzed by using frequency analysis, mean, factor analysis, t-test, F-test, correlation and regression analysis. The texture of sight and touch for black fabrics was classified into four factors: smoothness, bulkiness, extensibility, firmness. This texture of sight and touch factors showed a significant correlative relationship to the structural properties and color characteristics of the black fabrics. There were significant differences according to black fabrics on the point of texture of sight and touch. The velvet was evaluated the most smooth fabric, while the velvet and fake leather were evaluated the most bulky fabrics. Also, the jersey and lace fabrics were evaluated the most extensible fabrics, while the melton was evaluated as the most firm fabrics. There were significant correlative relationships not only between the structural properties and the texture of sight and touch but also between the color characteristics and the texture for black fabrics. Also, among the structural properties, the color characteristics and the texture of sight and touch of black fabrics, major variable factor of influencing on the tactile preference was turned out to be the texture of sight and touch.

Traversable Region Detection Algorithm using Lane Information and Texture Analysis (차로 수 정보와 텍스쳐 분석을 활용한 주행가능영역 검출 알고리즘)

  • Hwang, Sung Soo;Kim, Do Hyun
    • Journal of Korea Multimedia Society
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    • 제19권6호
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    • pp.979-989
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    • 2016
  • Traversable region detection is an essential step for advanced driver assistance systems and self-driving car systems, and it has been conducted by detecting lanes from input images. The performance can be unreliable, however, when the light condition is poor or there exist no lanes on the roads. To solve this problem, this paper proposes an algorithm which utilizes the information about the number of lanes and texture analysis. The proposed algorithm first specifies road region candidates by utilizing the number of lanes information. Among road region candidates, the road region is determined as the region in which texture is homogeneous and texture discontinuities occur around its boundaries. Traversable region is finally detected by dividing the estimated road region with the number of lanes information. This paper combines the proposed algorithm with a lane detection-based method to construct a system, and simulation results show that the system detects traversable region even on the road with poor light conditions or no lanes.

Discolored Metal Pad Image Classification Based on Gabor Texture Features Using GPU (GPU를 이용한 Gabor Texture 특징점 기반의 금속 패드 변색 분류 알고리즘)

  • Cui, Xue-Nan;Park, Eun-Soo;Kim, Jun-Chul;Kim, Hak-Il
    • Journal of Institute of Control, Robotics and Systems
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    • 제15권8호
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    • pp.778-785
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    • 2009
  • This paper presents a Gabor texture feature extraction method for classification of discolored Metal pad images using GPU(Graphics Processing Unit). The proposed algorithm extracts the texture information using Gabor filters and constructs a pattern map using the extracted information. Finally, the golden pad images are classified by utilizing the feature vectors which are extracted from the constructed pattern map. In order to evaluate the performance of the Gabor texture feature extraction algorithm based on GPU, a sequential processing and parallel processing using OpenMP in CPU of this algorithm were adopted. Also, the proposed algorithm was implemented by using Global memory and Shared memory in GPU. The experimental results were demonstrated that the method using Shared memory in GPU provides the best performance. For evaluating the effectiveness of extracted Gabor texture features, an experimental validation has been conducted on a database of 20 Metal pad images and the experiment has shown no mis-classification.