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An Application of a Parallel Algorithm on an Image Recognition

  • Baik, Ran
    • Journal of Multimedia Information System
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    • 제4권4호
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    • pp.219-224
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    • 2017
  • This paper is to introduce an application of face recognition algorithm in parallel. We have experiments of 25 images with different motions and simulated the image recognitions; grouping of the image vectors, image normalization, calculating average image vectors, etc. We also discuss an analysis of the related eigen-image vectors and a parallel algorithm. To develop the parallel algorithm, we propose a new type of initial matrices for eigenvalue problem. If A is a symmetric matrix, initial matrices for eigen value problem are investigated: the "optimal" one, which minimize ${\parallel}C-A{\parallel}_F$ and the "super optimal", which minimize ${\parallel}I-C^{-1}A{\parallel}_F$. In this paper, we present a general new approach to the design of an initial matrices to solving eigenvalue problem based on the new optimal investigating C with preserving the characteristic of the given matrix A. Fast all resulting can be inverted via fast transform algorithms with O(N log N) operations.

Comparison of various image fusion methods for impervious surface classification from VNREDSat-1

  • Luu, Hung V.;Pham, Manh V.;Man, Chuc D.;Bui, Hung Q.;Nguyen, Thanh T.N.
    • International Journal of Advanced Culture Technology
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    • 제4권2호
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    • pp.1-6
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    • 2016
  • Impervious surfaces are important indicators for urban development monitoring. Accurate mapping of urban impervious surfaces with observational satellites, such as VNREDSat-1, remains challenging due to the spectral diversity not captured by an individual PAN image. In this article, five multi-resolution image fusion techniques were compared for the task of classifting urban impervious surfaces. The result shows that for VNREDSat-1 dataset, UNB and Wavelet tranformation methods are the best techniques in reserving spatial and spectral information of original MS image, respectively. However, the UNB technique gives the best results when it comes to impervious surface classification, especially in the case of shadow areas included in non-impervious surface group.

Optical Design of an Image-space Telecentric Two-mirror System for Wide-field Line Imaging

  • Lee, Jong-Ung;Kim, Youngsoo;Kim, Seo Hyun;Kim, Yeonsoo;Kim, Hyunsook
    • Current Optics and Photonics
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    • 제1권4호
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    • pp.344-350
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    • 2017
  • We present a new design approach and an example design for an image-space telecentric two-mirror system that has a fast f-number and a wide-field line image. The initial design of the telecentric mirror system is a conventional axially symmetric system, consisting of a flat primary mirror with fourth-order aspheric deformation and an oblate ellipsoidal secondary mirror to correct spherical aberration, coma, and field curvature. Even though in the optimized design the primary mirror is tilted, to avoid ray obstruction by the secondary mirror, the image-space telecentric two-mirror system shows quite good imaging performance, for a line imager.

상에 대한 초등학교 교사들의 이해 (Elementary School Teachers' Understanding of Image)

  • 권경필
    • 한국초등과학교육학회지:초등과학교육
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    • 제32권4호
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    • pp.527-534
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    • 2013
  • This study investigated elementary school teachers' understanding of the image formation by converging lens, pinholes camera, mirror and water. In each case teachers were asked to draw the ray diagram to indicate the position of the image. Teachers' ray diagrams were analyzed in accordance with the scientific process of image formation. Results of analysis showed that teacher's conceptions were classified into five levels for each situation. And most of the teachers were in level 3 and level 4 in each case. Because they had difficulties in the appling scientific conception(propagating path of light, diffused reflection from each object point, role of the eye, ray tracing) to finding location of image. Also most of teachers didn't know how to apply the law of reflection and refraction to each situation. The study finally discussed the teacher training program of the optical image.

의료영상 보안을 위한 워터마크 인증 암호화 기법 (Watermark Authentication Cryptography for Medical Image Security)

  • 조영복;우성희;이상호
    • 한국정보통신학회논문지
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    • 제21권4호
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    • pp.759-766
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    • 2017
  • 제안 논문에서는 의료영상의 다양한 공격에 안전하고 견고하도록 의료 영상을 일정기간 압축 저장해 디지털 콘텐츠에 투명성을 유지한다. 제안논문은 오리지널 영상의 특징 값을 추출하고 사용자의 정보와 결합해서 암호화된 영상 인증코드를 생성한다. 인증코드는 은닉된 데이터를 추출하기 위해 먼저 암호화된 의료영상을 복호화하고 영상의 공간 특성을 이용해 은닉데이터를 추출한다. 따라서 워터마킹을 통해 콘텐츠 자체에 직접 삽입 후 영상의 인증을 위해 추출된 인증코드와 새로 생성된 인증코드의 비교를 수행해 무결성을 보장하고 영상자료의 다양한 공격 안전함을 증명하고 인증률도 98.4%로 향상됨을 증명하였다.

UV-IR 카메라를 이용한 전력설비 진단을 위한 전기 및 광학적 안전 기준 설정 연구 (A Study of Electrical and Optical Method of Safety Standards for diagnosis of Power Facility using UV-IR Camera)

  • 김영석;김종민;최명일;방선배;송길목;곽동순
    • 조명전기설비학회논문지
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    • 제27권4호
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    • pp.54-61
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    • 2013
  • UV-IR camera is being used for predictive maintenance of high voltage equipment together with measurement of temperature on localized heat and corona discharge. This paper was suggested the judgement method that is the discharge count, UV image pattern and discharge matching rate to apply the UV-IR camera on power facility. The discharge count method is counted by UV image pixel value. the UV image pattern method is determined by the UV image shape using neural network algorithm method, separated by Sunflower, Jellyfish, Ameba. The UV discharge matching is compare the breakdown the UV image size and measuring UV image size according to distance.

치기공과 학생이 지각하는 치과기공사의 직업 이미지 조사 - 대구지역을 중심으로 - (Research on the Job Image of the Students of the Department of Dental Technology for their Job as Dental Technician (Focused on Daegu))

  • 최주영;김한곤
    • 대한치과기공학회지
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    • 제33권4호
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    • pp.505-516
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    • 2011
  • Purpose: The purpose of this study is to supply basic data to establish new image for dental technicians by reflecting onto the education of dental technicians by grasping the image of dental technicians with the subjects of students in department of dental technology. Methods: It was studied with self-filling-in method through structured questionnaire from September 26, to October 21, 2011, with 421 subjects of the students in the department of dental technology in two colleges in Daegu. SPSS 18.0 for Windows was used to analyze the data, and frequency and percentage were used for statistic analysis, and correlation analysis and Multiple Linear Regression Analysis were used with mean and SD per each question. Results: It showed the highest recognition that the dental technicians is a 'specialist' as 4.66; the dental technicians has strong responsibility in his work as 4.42; the dental technicians takes an important role in improvement of public oral health as 4.39; and the dental technicians has professional intelligence and high technique as 4.33. So, it was found that they had image of professional and important role for oral health, and had their pride and selfconfidence as future dental technicians. Meanwhile, it showed that they had negative related-image as well as a job, that the dental technicians is too busy as 4.48; it requires improvement on image in the future as 4.27; it is a hard job with too much stress as 4.13. Conclusion: It is required for us and school to have continuous change and effort to make the students in the department of dental technology have positive mind for the dental technology to make them have pride for their job.

대중음악의 시각화를 통한 텍스타일 프린트 패턴디자인 발상 (Creating the Idea of Textile Print Pattern Design Using the Visual Expression of Popular Music)

  • 김지연;오경화;정혜정
    • 한국의류산업학회지
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    • 제17권4호
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    • pp.524-540
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    • 2015
  • This study develops textile pattern design ideas created through the visualization of music. Methods of auditory and synesthesia were employed to analyze various attributes of popular music genres and appoint language image, shape image, and color image to obtain their interrelationships. This study provides data that can be used to express emotional images on textile print pattern designs. This research used different genres of popular music as stimuli. The language image was extracted and introduced to the overall color scheme; in addition, the color image was verified. The analysis of the color image was executed by applying it with the color set image scale of I.R.I colors. Then, the color image of the target genre of popular music was examined and analyzed through a color tone system. The preference in shape image was realized through visual images based on basic principles of points, lines, and sides composition; subsequently, an analysis of the emotional image of popular music followed. An examination of the emotional images of different popular music genres have led to the discovery that language image, color image, and shape image all share a common emotional image. There was also a realization that similarity and interrelationship exists in language, color, and shape images experienced by listening to popular music.

여자 중학생의 신체성장에 따른 신체이미지 및 자기존중감, 의복태도 형성모델 (Formation Models of Body Image, Self-Esteem, and Clothing Attitudes as Related to Pubertal Physical Growth)

  • 이수경;고애란
    • 한국의류학회지
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    • 제29권3_4호
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    • pp.438-448
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    • 2005
  • The purpose of this study was to identify the relationships among physical growth, body criticism from others, sociocultural attitude toward physical appearance, body image, self-esteem, and clothing attitudes. The data were collected from 439 junior high school girls living in Seoul, Korea, via a self-administered questionnaires, and were analyzed by factor analysis and LISREL models. The results of this study were as follows: 1) Among three sub-variables of physical growth, the height had a positive effect on the affective aspect of body image. 2) The body criticism from others had the effect neither on the sociocultural attitude toward physical appearance nor on the affective aspect of body image. 3) The sociocultural attitude toward physical appearance had a negative effect on the affective aspect of body image and a positive effect on the cognitive/behavioral aspect of body image. 4) The affective aspect of body image had a positive effect on the cognitive/behavioral aspect of body image, self-esteem, and clothing attitude. However, the cognitive/behavioral aspect of body image had the effect on clothing attitude. 5) The self-esteem had no significant effect on clothing attitudes.

한국여성의 얼굴이미지 유형별 형성요소와 메이크업 디자인의 효과 (Formative Elements of the Facial Image of Korean Women and the Effects of Makeup Design)

  • 백경진;김영인
    • 복식
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    • 제64권4호
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    • pp.1-20
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    • 2014
  • The purpose of this study is to suppose makeup design based on formative elements of facial image according to the facial image type of Korean women in their 20s. For this study, literature review were performed. Surveys were conducted twice for empirical research. The survey targeted 220 university students in their 20s. SPSS 12.0 statistics program was used to analyze the results, and T-test, ANOVA, Scheff$\acute{e}$ test. The results of the study are as follows. First, it was concluded that the effective structural formative elements are different according to the types of facial image. Second, by analyzing the differences in perceiving naked facial image and modified face shape image, modified skin color image, modified makeup color image of all types of facial image, it was found that the formative elements are different according to facial images, and that there are differences in the effectiveness of each factors.