Phase unwrapping method based on improved quadratic pseudo-Boolean optimization

被引:2
|
作者
Hao, Hongxing [1 ]
Wu, Lingda [1 ]
Yu, Ronghuan [1 ]
机构
[1] Space Engn Univ, Sci & Technol Complex Elect Syst Simulat Lab, Beijing 101416, Peoples R China
基金
中国国家自然科学基金;
关键词
ALGORITHM;
D O I
10.1364/AO.58.005347
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Maximum a posteriori estimation of Markov random fields (MRFs) is a popular research area in computer vision, and many algorithms have been proposed to deal with these types of problems. The phase-unwrapping problem is modeled as the optimization of MRFs in this research, and the binary algorithm, improved quadratic pseudo-Boolean optimization, is utilized to solve the phase-unwrapping problem. Both the interferometric phases generated from the commonly used computer simulated surfaces and also real terrains are researched in the experimental section, and the unwrapping results are compared. The proposed algorithm achieves unwrapping results comparable to the state-of-the-art unwrapping method but costs less time for large-scale phase images. (C) 2019 Optical Society of America
引用
收藏
页码:5347 / 5352
页数:6
相关论文
共 50 条
  • [1] Algebraic method to pseudo-Boolean function and its application in pseudo-Boolean optimization
    Li, Zhiqiang
    Song, Jinli
    Xiao, Huimin
    [J]. PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 2468 - 2472
  • [2] A DECOMPOSITION METHOD FOR MINIMIZING QUADRATIC PSEUDO-BOOLEAN FUNCTIONS
    BILLIONNET, A
    JAUMARD, B
    [J]. OPERATIONS RESEARCH LETTERS, 1989, 8 (03) : 161 - 163
  • [3] Pseudo-Boolean optimization
    Boros, E
    Hammer, PL
    [J]. DISCRETE APPLIED MATHEMATICS, 2002, 123 (1-3) : 155 - 225
  • [4] MINIMIZATION OF A QUADRATIC PSEUDO-BOOLEAN FUNCTION
    BILLIONNET, A
    SUTTER, A
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1994, 78 (01) : 106 - 115
  • [6] Superpixels via Pseudo-Boolean Optimization
    Zhang, Yuhang
    Hartley, Richard
    Mashford, John
    Burn, Stewart
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2011, : 1387 - 1394
  • [7] Optimization over pseudo-Boolean lattices
    [J]. Hosseinyazdi, M. (m.h.yazdi@graduate.uk.ac.ir), 2005, WSEAS (04):
  • [8] Haplotype inference with pseudo-Boolean optimization
    Ana Graça
    João Marques-Silva
    Inês Lynce
    Arlindo L. Oliveira
    [J]. Annals of Operations Research, 2011, 184 : 137 - 162
  • [9] Haplotype inference with pseudo-Boolean optimization
    Graca, Ana
    Marques-Silva, Joao
    Lynce, Ines
    Oliveira, Arlindo L.
    [J]. ANNALS OF OPERATIONS RESEARCH, 2011, 184 (01) : 137 - 162
  • [10] Simulated annealing for the unconstrained quadratic pseudo-Boolean function
    Alkhamis, TM
    Hasan, M
    Ahmed, MA
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 108 (03) : 641 - 652