多目标优化在图像处理中的应用综述

Overview of the applications of multiple objective optimization methods in image processing

基于多目标优化理论对图像处理优化技术展开研究,首先分析了图像处理优化技术的研究现状,并指出了存在的问题;然后初步建立了图像处理的多目标优化模型,并给出了图像处理优化的系统流程;接着分析了图像处理优化的关键问题,包括建立优化的数学模型、确定优化的目标、选择最佳的优化算法、以及算法参数的最优设计等;最后讨论了图像处理优化技术的进一步研究方向。

Being a complicated multi-objective optimization problem, the techniques of image processing is applied in many engineering fields, however, few pepole study the problem of image processing with the view of the multi-objective optimization. The optimization techniques of image processing based on multi-objective optimization theory are reviewed. First the state of the art in image processing optimization are investigated, and the existing problems are presented. Second the multi-objective optimization model of image processing is built, and the flow of the optimization system is given. Third the key techniques in image processing optimization are analyzed, including the construction of the mathematical model, the establishment of optimization objectives, the choice of the most compatible optimization algorithms, and the design of the optimal algorithm parameters. Finally the some further research contents and directions are discussed.