Open-source image processing library that supports high level 3D algorithms? [closed]

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开发者_JAVA百科 Improve this question

High, I need to do some image manipulations on CT volume images. Mainly segmentations. Which open-source library supports 3D algorithms - Filtering, edge detection, deformable objects and so ? Language is not an issue at the moment.

10x

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You can try itk: http://www.itk.org/

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Check out CMTK (C++):

http://www.nitrc.org/projects/cmtk

Also note that nitrc.org is a good place to find more of this sort of thing.

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For purely 2D image processing then opencv/ivt/vxl
For 3d volume visualization then either the osgvolume part of openscenegraph or VTK

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My company processes CT and MR medical images, to perform segmentation, and related shape measurement for industrial clients. We use (and contribute to) VXL as our underlying 2D and 3D image, math and geometry library.

ITK is also very good.

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OpenCV http://opencv.willowgarage.com/wiki/ with http://www.amazon.com/Learning-OpenCV-Computer-Vision-Library/dp/0596516134

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Assuming you're talking about medical CT (and not industrial inspection), you'll probably find Debian Med's list of open-source packages related to imaging (apps, libraries) well worth a browse.