Fast InSAR multichannel phase unwrapping for DEM generation

G. Ferraioli, A. Shabou, F. Tupin, V. Pascazio
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引用次数: 5

Abstract

In this paper, a method to solve the multichannel phase unwrapping problem is presented. MAP approach together with Markov Random Fields have proved to be effective, allowing to restore the uniqueness of the solution without introducing external constraints to regularize the problem. The idea is to develop a fast algorithm to unwrap the interferometric phase in the multichannel configuration, which is, in the main time, able to provide the global optimum solution. To reach this target, an a priori model based on Total Variation is used together with optimization algorithm based on graph-cut technique. The proposed approach has been tested both on simulated and real data. The obtained results show the effectiveness of our approach.
用于DEM生成的快速InSAR多通道相位展开
本文提出了一种解决多通道相位展开问题的方法。MAP方法与马尔可夫随机场已被证明是有效的,允许恢复解的唯一性而不引入外部约束来正则化问题。我们的想法是开发一种快速算法来解开多通道配置中的干涉相位,该算法在主要时间内能够提供全局最优解。为了达到这一目标,采用了基于全变分的先验模型和基于图切技术的优化算法。该方法已在模拟和实际数据上进行了测试。所得结果表明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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