• Title/Summary/Keyword: 접근물체 선별

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A study on the Computational Efficiency Improvement for the Conjunction Screening Algorithm (접근물체 선별 알고리즘 계산 효율성 향상 연구)

  • Kim, Hyoung-Jin;Kim, Hae-Dong;Seong, Jae-Dong
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.40 no.9
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    • pp.818-826
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    • 2012
  • In this paper, the improvement methods of the computational efficiency of the conjunction screening algorithm, which calculates the closest distance between primary satellite and space objects are presented. First method is to use GPU(Graphics Processing Unit) that has high computing power and handles quickly large amounts of data. Second method is to use Apogee/Perigee filter which excludes non-threatening objects that have low probability of collision and/or minimum distance rather than that of thresh hold. Third method is to combine first method with second method. As a result, the computational efficiency has been improved 34 times and 3 times for the first method only and second method only, respectively. On the contrary, the computational efficiency has been dramatically improved 163 times when two kinds of methods are combined.

Design of Automation (RPA) for uploading workout videos to YouTube highlights through deep learning facial expression recognition (딥러닝 표정 인식을 통한 운동 영상 유튜브 하이라이트 업로드 자동화(RPA) 설계)

  • Shin, Dong-Wook;Moon, NamMee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.05a
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    • pp.655-657
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    • 2022
  • 본 논문은 유튜브에 업로드 된 운동 영상을 시청하는 사람의 얼굴 영역을 YoloV3을 이용하여 얼굴 영상에서 눈 및 입술영역을 검출하는 방법을 연구하여, YoloV3은 딥 러닝을 이용한 물체 검출 방법으로 기존의 특징 기반 방법에 비해 성능이 우수한 것으로 알려져 있다. 본 논문에서는 영상을 다차원적으로 분리하고 클래스 확률(Class Probability)을 적용하여 하나의 회귀 문제로 접근한다. 영상의 1 frame을 입력 이미지로 CNN을 통해 텐서(Tensor)의 그리드로 나누고, 각 구간에 따라 객체인 경계 박스와 클래스 확률을 생성해 해당 구역의 눈과 입을 검출한다. 검출된 이미지 감성 분석을 통해, 운동 영상 중 하이라이트 부분을 자동으로 선별하는 시스템을 설계하였다.

Analysis of the characteristic and types of 'Homo Mutant' in Science Fiction (SF 속 '호모 뮤턴트'의 특성과 유형에 관한 연구)

  • Kang, Bora
    • Proceedings of the Korea Contents Association Conference
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    • 2009.05a
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    • pp.135-140
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    • 2009
  • The characteristic of mutant has long history, which is shown in various science fictions. There are different types and characters like Satyrs from Ancient Greek to superheroes in present. In fact, however, mutant as a cultural content has not been discussed sufficiently in Korea, even if related analyses were required indeed. In the thesis the characteristic and types of 'Homo Mutant' will be introduced and analyzed in many aspects and look for the reason why 'Homo Mutant' can be revealed and apply for further possibilities.

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