Research on subway pedestrian detection algorithms based on SSD model - Yang, Jie; He, Wen Yu; Zhang, Tian Lu; Zhang, Chun Lei; Zeng, Lu; Nan, Bing Fei (IET intelligent transport systems, 2020)
Keywords: base network; boundary box; crowded metro stations; feature extraction; feature information; feature map; flow statistics; image classification; input image; in‐depth learning detection; learning (artificial intelligence); local feature extraction; network structure; object categories; object detection; pedestriain flow impact; pedestrian target sizes; pedestrians; simulation experiments; single shot multibox detector; smart city application; Special Issue: Intelligent Transportation Systems in Smart Cities for Sustainable Environments; SSD model; subway pedestrian detection algorithms; subway station environment; target recognition; traffic engineering computing; VGG16; VOC2007; VOC2007; flow statistics; feature map; boundary box; image classification; in-depth learning detection; subway station environment; SSD model; VGG16; object detection; local feature extraction; feature extraction; input image; learning (artificial intelligence); network structure; pedestrian target sizes; pedestrians; subway pedestrian detection algorithms; traffic engineering computing; feature information; simulation experiments; target recognition; base network; single shot multibox detector; pedestriain flow impact; crowded metro stations; smart city application; object categories