• 제목/요약/키워드: Caltech

검색결과 75건 처리시간 0.034초

Negative Regulators of EGF-Signaling in C elegans

  • Lee, Junho;Charles Yoon;Gregg Jongeward;Paul Sternberg
    • 한국동물학회:학술대회논문집
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    • 한국동물학회 1995년도 한국생물과학협회 학술발표대회
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    • pp.122-122
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    • 1995
  • No Abstract, See Full Text

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Caltech 보행자 감지를 위한 Scale-aware Faster R-CNN (Scale-aware Faster R-CNN for Caltech Pedestrian Detection)

  • 바트후;주마벡;조근식
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2016년도 추계학술발표대회
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    • pp.506-509
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    • 2016
  • We present real-time pedestrian detection that exploit accuracy of Faster R-CNN network. Faster R-CNN has shown to success at PASCAL VOC multi-object detection tasks, and their ability to operate on raw pixel input without the need to design special features is very engaging. Therefore, in this work we apply and adjust Faster R-CNN to single object detection, which is pedestrian detection. The drawback of Faster R-CNN is its failure when object size is small. Previously, small sized object problem was solved by Scale-aware Network. We incorporate Scale-aware Network to Faster R-CNN. This made our method Scale-aware Faster R-CNN (DF R-CNN) that is both fast and very accurate. We separated Faster R-CNN networks into two sub-network, that is one for large-size objects and another one for small-size objects. The resulting approach achieves a 28.3% average miss rate on the Caltech Pedestrian detection benchmark, which is competitive with the other best reported results.