Generating Semantic Descriptions From Drawings of Scenes With Shadows
Generating Semantic Descriptions From Drawings of Scenes With Shadows
The Dynamics of Nonlinear Relaxation Labeling Processes
Journal of Mathematical Imaging and Vision
On the Foundations of Probabilistic Relaxationwith Product Support
Journal of Mathematical Imaging and Vision
Learning Compatibility Coefficients for Relaxation Labeling Processes
IEEE Transactions on Pattern Analysis and Machine Intelligence
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A simplex-like algorithm is developed for the relaxation labeling process. The algorithm is simple and has a fast convergence property which is summarized as a one-more-step theorem. The algorithm is based on fully exploiting the linearity of the variational inequality and the linear convexity of the consistent-labeling search space in a manner similar to the operation of the simplex algorithm in linear programming.