Marius Staring

Marius Staring
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Marius Staring

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Computer Science - Computer Vision and Pattern Recognition (1)

Publications Authored By Marius Staring

In this work we propose a deep learning network for deformable image registration (DIRNet). The DIRNet consists of a convolutional neural network (ConvNet) regressor, a spatial transformer, and a resampler. The ConvNet analyzes a pair of fixed and moving images and outputs parameters for the spatial transformer, which generates the displacement vector field that enables the resampler to warp the moving image to the fixed image. Read More