Geometric Level Set Methods In Imaging, Vision, And Graphics by Stanley J. Osher
In Imaging, Vision, And Graphics
This book presents the mathematical foundations, numerical techniques, and practical applications of geometric level set methods for image processing, computer vision, and computer graphics, showing how evolving interfaces governed by partial differential equations can be used for tasks such as image segmentation, shape modeling, and tracking while naturally handling topology changes; it combines theory (curvature-driven flows, Hamilton–Jacobi formulations), stable discretizations, and computational examples to demonstrate robust, flexible tools for representing and evolving shapes in 2D and 3D.
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- Original Language
- English
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