[HTML][HTML] Centroid based person detection using pixelwise prediction of the position
Implementations of person detection in tracking and counting systems tend towards
processing of orthogonally captured images on edge computing devices. The ellipse-like
shape of heads in orthogonally captured images inspired us to predict head centroids to
determine positions of persons in images. We predict the centroids using a fully
convolutional network (FCN). We combine the FCN with simple image processing
operations to ensure fast inference of the detector. We experiment with the size of the FCN�…
processing of orthogonally captured images on edge computing devices. The ellipse-like
shape of heads in orthogonally captured images inspired us to predict head centroids to
determine positions of persons in images. We predict the centroids using a fully
convolutional network (FCN). We combine the FCN with simple image processing
operations to ensure fast inference of the detector. We experiment with the size of the FCN�…
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