Superpixel-Based Segmentation for 3D Prostate MR Images

This paper proposes a method for segmenting the prostate on magnetic resonance (MR) images. A superpixel-based 3D graph cut algorithm is proposed to obtain the prostate surface. Instead of pixels, superpixels are considered as the basic processing units to construct a 3D superpixel-based graph. The...

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Veröffentlicht in:	IEEE transactions on medical imaging 2016-03, Vol.35 (3), p.791-801
Hauptverfasser:	Tian, Zhiqiang, Liu, Lizhi, Zhang, Zhenfeng, Fei, Baowei
Format:	Artikel
Sprache:	eng
Schlagworte:	3D graph cuts active contour model Active contours Algorithms Biomedical imaging Graphs Humans Image edge detection Image segmentation Imaging, Three-Dimensional - methods magnetic resonance imaging (MRI) Magnetic Resonance Imaging - methods Male Mathematical models Prostate Prostate - diagnostic imaging prostate segmentation Segmentation Shape Solid modeling superpixel Three dimensional Three dimensional models Three-dimensional displays
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