LPSM: Fitting shape model by linear programming

We propose a shape model fitting algorithm that uses linear programming optimization. Most shape model fitting approaches (such as ASM, AAM) are based on gradient-descent-like local search optimization and usually suffer from local minima. In contrast, linear programming (LP) techniques achieve glob...

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Bibliographic Details
Main Authors: Tu, J, Laflen, B, Liu, X, Bello, M, Rittscher, J, Tu, P
Format: Journal article
Language:English
Published: 2011