Landmark localisation in radiographs using weighted heatmap displacement voting

We propose a new method for fully automatic landmark localisation using Convolutional Neural Networks (CNNs). Training a CNN to estimate a Gaussian response (“heatmap”) around each target point is known to be effective for this task. We show that better results can be obtained by training a CNN to p...

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Bibliographic Details
Main Authors: Davison, A, Lindner, C, Perry, D, Luo, W, Medical Student Annotation Collaborative, Cootes, T
Format: Conference item
Published: Springer, Cham 2019