Structure-Guided Segmentation for 3D Neuron Reconstruction
IEEE Transactions on Medical Imaging(2022)
Abstract
Digital reconstruction of neuronal morphologies in 3D microscopy images is critical in the field of neuroscience. However, most existing automatic tracing algorithms cannot obtain accurate neuron reconstruction when processing 3D neuron images contaminated by strong background noises or containing weak filament signals. In this paper, we present a 3D neuron segmentation network named Structure-Gui...
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Key words
Image segmentation,Neurons,Three-dimensional displays,Image reconstruction,Decoding,Feature extraction,Transforms
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