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A Review on Energy Minimization via Fast Approximation Algorithms

Journal: International Journal of Science and Research (IJSR) (Vol.3, No. 9)

Publication Date:

Authors : ; ;

Page : 2383-2386

Keywords : Energy minimization; labels; -expansion; segmentation; NP-hard; local minimum; non-parametric histogram;

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Label cost optimization proposes a new improvement in label cost function, improving existing moves of -expansion algorithm and introducing some new moves for this algorithm. Instead of k-mean optimization algorithm new technique i. e. fast approximation can be used in -expansion algorithm to optimize label cost function. In order to perform comparison, different metrics of energy minimization will be considered. An appropriate comparison will be drawn among proposed technique and previous well known techniques. The objective is to effectively optimize energies so that satisfactory image segmentation can be obtained (represented with different labels respective to different objects).

Last modified: 2021-06-30 21:07:44