The MG/OPT Algorithm for Dense Optical Flow

摘要：

We introduce the use of optimization-based multigrid techniques for dense optical flow computation. In particular, we evaluate the performance of a multigrid optimization (MG/OPT) algorithm based on a line search strategy for large-scale optimization like truncated Newton. Our experimental tests have shown that the algorithm outperforms the truncated Newton method even implemented with a coarse to fine strategy.

关键词： Optical flow multigrid optimization multiresolution (coarse to fine) truncated Newton

作者: El Mostafa Kalmoun Luis Garrido Vicent Caselles

作者单位: Faculty of Quantitative Sciences, College of Arts and Sciences, Universiti Utara Malaysia, 06010 UUM Departament de Matematica Aplicada i Analisi, Universitat de Barcelona, Barcelona, Spain Departament de Tecnologia, Universitat Pompeu Fabra, Barcelona, Spain

会议类型: 国际会议

会议名称: Third International Conference on Digital Image Processing(ICDIP 2011)(第三届数字图像处理国际会议)

会议地点: 成都

会议语种:英文

页码: 673-676

在线出版日期: 2011-04-15（万方平台首次上网日期，不代表论文的发表时间）