• Title/Summary/Keyword: image space

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Homogeneous and Non-homogeneous Polynomial Based Eigenspaces to Extract the Features on Facial Images

  • Muntasa, Arif
    • Journal of Information Processing Systems
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    • 제12권4호
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    • pp.591-611
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    • 2016
  • High dimensional space is the biggest problem when classification process is carried out, because it takes longer time for computation, so that the costs involved are also expensive. In this research, the facial space generated from homogeneous and non-homogeneous polynomial was proposed to extract the facial image features. The homogeneous and non-homogeneous polynomial-based eigenspaces are the second opinion of the feature extraction of an appearance method to solve non-linear features. The kernel trick has been used to complete the matrix computation on the homogeneous and non-homogeneous polynomial. The weight and projection of the new feature space of the proposed method have been evaluated by using the three face image databases, i.e., the YALE, the ORL, and the UoB. The experimental results have produced the highest recognition rate 94.44%, 97.5%, and 94% for the YALE, ORL, and UoB, respectively. The results explain that the proposed method has produced the higher recognition than the other methods, such as the Eigenface, Fisherface, Laplacianfaces, and O-Laplacianfaces.

직접선형변환을 이용한 3차원 좌표해석에 관한 연구 (A Study on the Three Dimensional Coordinates Analysis by Direct Linear Transformation)

  • 김감래;이호남
    • 한국측량학회지
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    • 제5권2호
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    • pp.47-55
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    • 1987
  • 본 연구에서는 내부표정요소와 외부표정 요소를 모두 미지수로 취급하는 직접선형변환의 기본식을 유도하여 비반복적으로 직접 후방교회를 실시할 수 있는 알고리즘을 개발 전산화 하였으며, 기존의 입체도화기와 Digitizer를 이용하여 상좌표를 측정하였다. 입체도화기와 Digitizer를 이용한 상좌표 측정 및 직접선형변환의 타당성을 입증하기 위하여 양해석법으로 자료추출을 실시하였으며, 절대좌표에 대한 표준오차를 분석하였다.

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효과적 정보전달을 위한 영상정보의 3D 뷰 및 음성정보와의 융합 연구 (A Study on 3D View Design of Images and Voices Integration for Effective Information Transfer)

  • 신준철;이종수
    • 한국통신학회논문지
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    • 제35권1B호
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    • pp.35-41
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    • 2010
  • 본 논문에서는 컴퓨터를 사용한 효과적 정보전달을 위해 2D 영상정보를 3D 가상공간에 배치하고 음성 정보와의 유기적 연결기능을 갖는 3D 뷰 설계를 제안한다. 3D 공간에 배치된 영상정보의 사용자 접속을 어느 시점 또는 어떤 각도에서도 가능하도록 하여, 시각정보 전달효과를 제고하고 있으며, 음성정보의 첨부가 용이하도록 설계하였다. 3D공간에서의 영상 및 음성정보 배치는 단순하지만 효과적인 접속기능을 포함하고 있으며, 이들의 탐색 및 시청을 사용자접속 관점에서 설계하여 정보전달 효과를 제고하였다.

Human and Robot Tracking Using Histogram of Oriented Gradient Feature

  • Lee, Jeong-eom;Yi, Chong-ho;Kim, Dong-won
    • Journal of Platform Technology
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    • 제6권4호
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    • pp.18-25
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    • 2018
  • This paper describes a real-time human and robot tracking method in Intelligent Space with multi-camera networks. The proposed method detects candidates for humans and robots by using the histogram of oriented gradients (HOG) feature in an image. To classify humans and robots from the candidates in real time, we apply cascaded structure to constructing a strong classifier which consists of many weak classifiers as follows: a linear support vector machine (SVM) and a radial-basis function (RBF) SVM. By using the multiple view geometry, the method estimates the 3D position of humans and robots from their 2D coordinates on image coordinate system, and tracks their positions by using stochastic approach. To test the performance of the method, humans and robots are asked to move according to given rectangular and circular paths. Experimental results show that the proposed method is able to reduce the localization error and be good for a practical application of human-centered services in the Intelligent Space.

Real-Time Reduction Software for Slitless Spectral Image

  • Ji, Tae-Geun;Pak, Soojong;Shin, Suhyun;Byeon, Seoyeon;Im, Myungshin
    • 천문학회보
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    • 제44권1호
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    • pp.71.3-71.3
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    • 2019
  • For slitless spectroscopy, we have installed the Volume Phase Holographic (VPH) gratings in the filter wheel of the SQUEAN on the 2.1m telescope at McDonald Observatory in Texas, United States. This system can effectively take spectra and monitor the variabilities of many sources, such as quasi-stellar objects, supernovae, and active galactic nuclei. On the single image frame, there are many spectra of the point sources. Therefore, a target extraction needs to trace along the tilted dispersion and to minimize the confusions by other sources. We present a real-time reduction software that has the functions with spectra extraction and wavelength calibration.

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애니메이션의 시적(時的) 이미지에 관한 연구 (A study on the poetic image of Animation)

  • 조미라
    • 만화애니메이션 연구
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    • 통권6호
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    • pp.72-90
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    • 2002
  • The nature of animation is to create a moving image. Also, it creates a narrative space and visual image which is different form a reality. Therefore, image expression is very important in the animation. Although the domestic animation has a movement, it has not an image which has meaning. For instance, Korean fiction animation ${\ulcorner}$My beautiful girl, Mary${\lrcorner}$ has grand prize in Anncy International Animated Film Festival, 2002. Such achievement give new vision and present a clue of development to our national animation. However, not many people went to the cinema to watch it. The reason is that although 'Mary' has the Fantastic image, she doesn't show a true life image. The film is revival of reality through the image. However, animation is revival of reality through the 'transformation' of the existing image. Therefore, reviving exactly the same as a reality is not the most important fact in the animation image. Preferably, the most important fact in the animation image is that reviving reality into highly wrought image. This paper will study an expression form of animation trough the image. This paper will study an expression form of animation trough the image. Especially, it will concentrate on poetic image. For this, It will associate 'poetic' in literature with 'poetic image' in animation. For this, It will associate 'poetic' in literature with 'poetic image' in animation. Also, a variety poetic animation image will be divided into 1)mongtage 2)rhythm 3) compression 4)metaphor & symbol, and will be looked 'poetic image' effect.

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KMTNET: A NETWORK OF 1.6 M WIDE-FIELD OPTICAL TELESCOPES INSTALLED AT THREE SOUTHERN OBSERVATORIES

  • KIM, SEUNG-LEE;LEE, CHUNG-UK;PARK, BYEONG-GON;KIM, DONG-JIN;CHA, SANG-MOK;LEE, YONGSEOK;HAN, CHEONGHO;CHUN, MOO-YOUNG;YUK, INSOO
    • 천문학회지
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    • 제49권1호
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    • pp.37-44
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    • 2016
  • The Korea Microlensing Telescope Network (KMTNet) is a wide-field photometric system installed by the Korea Astronomy and Space Science Institute (KASI). Here, we present the overall technical specifications of the KMTNet observation system, test observation results, data transfer and image processing procedure, and finally, the KMTNet science programs. The system consists of three 1.6 m wide-field optical telescopes equipped with mosaic CCD cameras of 18k by 18k pixels. Each telescope provides a 2.0 by 2.0 square degree field of view. We have finished installing all three telescopes and cameras sequentially at the Cerro-Tololo Inter-American Observatory (CTIO) in Chile, the South African Astronomical Observatory (SAAO) in South Africa, and the Siding Spring Observatory (SSO) in Australia. This network of telescopes, which is spread over three different continents at a similar latitude of about -30 degrees, enables 24-hour continuous monitoring of targets observable in the Southern Hemisphere. The test observations showed good image quality that meets the seeing requirement of less than 1.0 arcsec in I-band. All of the observation data are transferred to the KMTNet data center at KASI via the international network communication and are processed with the KMTNet data pipeline. The primary scientific goal of the KMTNet is to discover numerous extrasolar planets toward the Galactic bulge by using the gravitational microlensing technique, especially earth-mass planets in the habitable zone. During the non-bulge season, the system is used for wide-field photometric survey science on supernovae, asteroids, and external galaxies.

KASINICS 오프닝 광학계의 부품 가공 및 정렬 (FABRICATION AND ALIGNMENT OF PARTS OF THE KASINICS OFFNER SYSTEM)

  • 목승원;이성호;육인수;박영식;진호;한정열;문봉곤;차상목;김건희;임명신
    • 천문학논총
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    • 제21권2호
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    • pp.43-49
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    • 2006
  • The KASINICS (KASI Near Infrared Camera System) is a ground-based Near-Infrared (NIR) imaging instrument developed by the Korea Astronomy and Space Science Institute (KASI). In this paper, we report the test results of the KASINICS camera optics system which is comprised of a 1-1 Offner relay. We measure that the surface RMS fluctuations of the Offner mirrors are at the level of $10^{-1}-10^{-2}$ of the target wavelengths, showing that the mirrors are sufficiently smooth for NIR observations. The alignment of the Offner optics system has been checked too. Our ray-tracing simulations find that the image quality should not degrade more than the pixel size of the KASINICS ($40{\mu}m$), if a de-centering or a tilt of the Offner mirrors are within 5mm, or $2.5^{\circ}$. Our measurement shows that the de-centering or the tilt of the Offner mirrors are less than 1 mm or $0.5^{\circ}$, assuring that the KASINICS image quality are not affected by the alignment errors. We have also measured that the optics resolution is $20{\mu}m$ and it does not degrade more than 10% over the detector surface area of 14.3 mm ${/times}$ 14.3mm. Overall, we conclude that the KASINICS optics system satisfies the design requirements for NIR imaging observations.

적응적 배경영상과 그물형 픽셀 간격의 윤곽점 검출을 이용한 객체의 움직임 검출 (Motion Detection using Adaptive Background Image and A Net Model Pixel Space of Boundary Detection)

  • 이창수;전문석
    • 한국통신학회논문지
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    • 제30권3C호
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    • pp.92-101
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    • 2005
  • 카메라를 통한 객체의 움직임검출은 불필요한 잡음이나 조명의 변화에 따라 정확한 움직임검출 하는 것은 어렵다. 또한 객체의 유입 후 일정시간 동안 움직임이 없을 경우에는 배경으로 인식될 수도 있다. 본 논문에서는 초기의 배경영상을 기준으로 입력영상과의 차를 구하고 시간에 따라 변화하는 배경영상을 N×M 픽셀 마스크만큼 교체하여 갱신한다. 이미지 픽셀 검사는 모든 픽셀을 연산에 참여시키지 알고 일정한 간격의 그물형으로 이미지의 픽셀을 검색하여 보다 효과적으로 움직임을 검출한다. 또한 픽셀검사를 통하여 검출된 객체의 윤곽점을 이용하여 객체의 최소영역을 설정하여 객체의 움직임을 검출하므로, 매 프레임마다 이미지 검사를 하지 않고도 빠르고 정확하게 움직임 검출이 가능하다. 설계하고 구현한 시스템은 실험을 통한 성능평가에서 90% 이상의 높은 정확도를 보였다.

통신해양기상위성의 영상위치유지 성능평가 프로그램 개발 및 분석 (DEVELOPMENT AND ANALYSIS OF IMAGE REGISTRATION PROGRAM FOR THE COMMUNICATION, OCEAN, METEOROLOGICAL SATELLITE(COMS))

  • 이운섭;최윤혁;박상영;방효충;주광혁;양군호
    • Journal of Astronomy and Space Sciences
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    • 제24권3호
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    • pp.235-248
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    • 2007
  • 이 연구는 통신해양기상위성의 영상위치유지 (Image Navigation and Registration, INR) 시스템의 시뮬레이션을 위한 프로그램을 개발하고, 영상오차보상(Image Motion Compensation, IMC) 알고리즘의 성능을 비교분석 하였다. 통신해양기상위성 궤도와 자세 요소를 모델링 하고 궤도오차와 자세오차를 계산하여 이러한 궤도 및 자세오차가 영상왜곡에 미치는 영향을 분석하였다. 또한 영상오차보상을 하지 않았을 경우와 GOES 위성의 영상오차보상 알고리즘을 적용하였을 경우, 그리고 선행 연구를 통해 개발되었던 개량된 영상오차보상 알고리즘을 적용하였을 경우의 영상들을 비교하여 각 알고리즘의 성능을 확인하였다. 개량된 영상오차보상 알고리즘은 GOES위성의 알고리즘보다 효율적으로 영상왜곡을 보상하였다. 이러한 연구는 통신해양기상위성의 INR시스템을 효과적으로 운용하고 그 성능을 향상시킬 수 있는 기술적 토대를 마련하는데 기여할 것이다.