• Title/Summary/Keyword: world view

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Vehicle Manufacturer Recognition using Deep Learning and Perspective Transformation

  • Ansari, Israfil;Shim, Jaechang
    • Journal of Multimedia Information System
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    • v.6 no.4
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    • pp.235-238
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    • 2019
  • In real world object detection is an active research topic for understanding different objects from images. There are different models presented in past and had significant results. In this paper we are presenting vehicle logo detection using previous object detection models such as You only look once (YOLO) and Faster Region-based CNN (F-RCNN). Both the front and rear view of the vehicles were used for training and testing the proposed method. Along with deep learning an image pre-processing algorithm called perspective transformation is proposed for all the test images. Using perspective transformation, the top view images were transformed into front view images. This algorithm has higher detection rate as compared to raw images. Furthermore, YOLO model has better result as compare to F-RCNN model.

Extrinsic calibration using a multi-view camera (멀티뷰 카메라를 사용한 외부 카메라 보정)

  • 김기영;김세환;박종일;우운택
    • Proceedings of the IEEK Conference
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    • 2003.11a
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    • pp.187-190
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    • 2003
  • In this paper, we propose an extrinsic calibration method for a multi-view camera to get an optimal pose in 3D space. Conventional calibration algorithms do not guarantee the calibration accuracy at a mid/long distance because pixel errors increase as the distance between camera and pattern goes far. To compensate for the calibration errors, firstly, we apply the Tsai's algorithm to each lens so that we obtain initial extrinsic parameters Then, we estimate extrinsic parameters by using distance vectors obtained from structural cues of a multi-view camera. After we get the estimated extrinsic parameters of each lens, we carry out a non-linear optimization using the relationship between camera coordinate and world coordinate iteratively. The optimal camera parameters can be used in generating 3D panoramic virtual environment and supporting AR applications.

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French robotics and its potential as a cooperative partener (프랑스 로보트분야 현황 및 한불협력 방안)

  • 박찬웅
    • 제어로봇시스템학회:학술대회논문집
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    • 1986.10a
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    • pp.15-20
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    • 1986
  • This paper gives a survey to robotics research and application in France. After a overview of French position in world market, an analysis on the R & D effort and technical peculiarity are presented. In view of the increasing needs for international co-operation in advanced robotics, the author points out the French option as a diversifing source.

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A View and Status of Advanced Poultry Industry in the World (선진국 양계산업의 발전현황과 한국양계산업의 진로)

  • 오봉국
    • Korean Journal of Poultry Science
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    • v.5 no.1
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    • pp.7-14
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    • 1978
  • 미국의 양계산업은 한마디로 해서 산의 정상에 도달한 감이 있다. 즉 근년에 와서는 호당 사양규모는 증가하고 있으나 사양수수는 2억 7천만수를 전후하여 년도에 따라서 큰 변동이 없다. 계란소비량은 10년전만 해도 1인당 년간 350개정도 소비하였으나 차차로 감소하여 근년에 와서는 1인당 소비량이 270개로 감소하고 있는 현상을 볼 수 있다. (중략)

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Study on Features of Ecological Space of Biomimicry (현대건축에 나타난 바이오미미크리의 생태적 공간 특성 연구)

  • Choi, Ji-Hye;Kim, Kai-Chun
    • Korean Institute of Interior Design Journal
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    • v.20 no.6
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    • pp.116-123
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    • 2011
  • How to see nature and how to define the relation between nature and the human certainly influence fundamental attitude toward nature and any results derived from the attitude. Therefore, in order to figure out a way for how the humans and nature should coexist, the thesis has began a philosophical analysis on the origin of the biomimetics. Based on findings from the analysis, the thesis would work on the features of biomimicry space, presenting related possibilities. For the philosophical characteristic of the thesis which was an ecological world view, introduced at the end of mechanical world view era, the ideas of Spinoza, Nietzsche, Bergson and Deleuze about nature were quoted. Based on what the philosophers have said, the thesis looks into successful ideas, designs and ways of living that nature has shown by itself. After all, the purpose of the thesis is to investigate the constantly changing space of the biomimetics by organic forms, autonomous systems and dividing programs. Based on this, nine cases were analyzed to derive the characteristics. As a result, organic forms, autonomous systems and dividing programs characteristics of ecological appear simultaneously in harmony. Biomimicry space can coexist with nature and the human is an effective way.

Spiritual Health in Korean Culture -Q methodological approach- (한국인의 영적건강에 관한 유형별 탐색 - Q 방법론적 접근 -)

  • Shim, Hyung Wha
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.22 no.2
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    • pp.129-138
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    • 2015
  • Purpose: This paper is a basic study done to establish spiritual health concepts according to Korean culture. The focus was on identifying perceived concepts of spiritual health in Korean people. Methods: The Q method, which is effective in measuring individual subjectivity, was used in this study. Results: Perception of the concept of spiritual health was found to have 3 independent types, Type I is a self-directed, present life centered type. This is a group stressing the importance of planning self-directed life and the people of this group consider the values of the present life as important. Type II is a faith-oriented, afterlife centered type. This is a group whose essence of spiritual health is religious devotion like faith in god and the people of this group do not sympathize with the oriental world view. Type III is an oriental, value-sharing type. This is a group with an oriental world view and the people of this group stress importance in sharing values with communities or others. Conclusion: These results not only become the basis for understanding the concept of spiritual health among Koreans, but also suggest the necessity of comprehensive education for spiritual health promotion.

COSMO-SkyMed 2 Image Color Mapping Using Random Forest Regression

  • Seo, Dae Kyo;Kim, Yong Hyun;Eo, Yang Dam;Park, Wan Yong
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.35 no.4
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    • pp.319-326
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    • 2017
  • SAR (Synthetic aperture radar) images are less affected by the weather compared to optical images and can be obtained at any time of the day. Therefore, SAR images are being actively utilized for military applications and natural disasters. However, because SAR data are in grayscale, it is difficult to perform visual analysis and to decipher details. In this study, we propose a color mapping method using RF (random forest) regression for enhancing the visual decipherability of SAR images. COSMO-SkyMed 2 and WorldView-3 images were obtained for the same area and RF regression was used to establish color configurations for performing color mapping. The results were compared with image fusion, a traditional color mapping method. The UIQI (universal image quality index), the SSIM (structural similarity) index, and CC (correlation coefficients) were used to evaluate the image quality. The color-mapped image based on the RF regression had a significantly higher quality than the images derived from the other methods. From the experimental result, the use of color mapping based on the RF regression for SAR images was confirmed.

The Study of the Content-oriented Spatial Design Trends - Based on the characteristic of "matter" in space - (콘텐츠 중심의 공간디자인 경향에 관한 연구 - 공간의 질료적 특성을 중심으로 -)

  • Park, Young-Tae
    • Korean Institute of Interior Design Journal
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    • v.18 no.2
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    • pp.3-15
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    • 2009
  • In the swirl of change in the world, Media, the development of information technology, and the enterprise-oriented capitalism have tied the world as one unit, and have entered the period of adaptation. With the view of introspection of these concepts, this paper is mainly written by the theory of "matter as the content" with exploration of the design of essence and scientific approach. The design process is the condensational process which is developed by the exchange of reason and sensibility. This process, which is characterized by the objective manipulation of a given condition and the intervention of extrapolation, is the new way of thinking and approach rather than the concept of the way and means. The research of this paper is based on paintings and the analysis of essential experiments in design, the definition of the terms of content in the view of philosophy and design, and the analysis of the cases in architecture and spacial design. As a result, this paper shows that these designs are not just "Simulacre" but the essential eidos, and "content" is the core of these designs which can produce prototype as machine. Also, these designs can relatively be the persuasive methodology for the reflexive modernization.

The research about game storytelling list -Based on 4 core elements of game- (게임 스토리텔링 리스트에 관한 연구 - 게임의 4요소를 중심으로 -)

  • Lee, Jae-Hong
    • Journal of Korea Game Society
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    • v.9 no.5
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    • pp.13-24
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    • 2009
  • The research about methodology to educate professional storytellers should be done very actively. As many people became interested in digital storytelling lately, many theoretical researches about game storytelling are being made in varied aspects. However, systematic methodology to educate game storytellers still remains in theoretic level, so that we can hardly find the outputs brought by the fusion of practical and theoretical knowledges. In this paper, I made a list of 4 core e1ements(character, event, world view, interactive factors of game) which construct the narratives of games to elevate the quality of practical game storytelling. The goal of this research is to complete the practical information list in detail, in order to deliver storytellers' creative ideas precisely to the game designers in every parts.

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Analysis of Change Detection Results by UNet++ Models According to the Characteristics of Loss Function (손실함수의 특성에 따른 UNet++ 모델에 의한 변화탐지 결과 분석)

  • Jeong, Mila;Choi, Hoseong;Choi, Jaewan
    • Korean Journal of Remote Sensing
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    • v.36 no.5_2
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    • pp.929-937
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    • 2020
  • In this manuscript, the UNet++ model, which is one of the representative deep learning techniques for semantic segmentation, was used to detect changes in temporal satellite images. To analyze the learning results according to various loss functions, we evaluated the change detection results using trained UNet++ models by binary cross entropy and the Jaccard coefficient. In addition, the learning results of the deep learning model were analyzed compared to existing pixel-based change detection algorithms by using WorldView-3 images. In the experiment, it was confirmed that the performance of the deep learning model could be determined depending on the characteristics of the loss function, but it showed better results compared to the existing techniques.