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FULLY CONVOLUTIONAL PYRAMID NETWORKS FOR PEDESTRIAN DETECTION
FULLY CONVOLUTIONAL PYRAMID NETWORKS FOR PEDESTRIAN DETECTION
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机译:完全卷积金字塔网络用于行人检测
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摘要
A fully convolutional pyramid network and method for object (e.g., pedestrian) detection are disclosed. In one embodiment, the object detection system is a pedestrian detection system that comprises: a multi-scale image generator to generate a set of images from an input image, the set of images being versions of the input image at different scales; a human body-specific fully convolutional network (FCN) model operable to generate a set of detection results for each image in the set of images that is indicative of objects that are potentially of human bodies; and a post processor to combine sets of detection results generated by the FCN model for the set of images into an output image with each object location determined as potentially being a human body being marked.
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