华侨大学学报(自然科学版)
華僑大學學報(自然科學版)
화교대학학보(자연과학판)
JOURNAL OF HUAQIAO UNIVERSITY(NATURAL SCIENCE)
2015年
3期
286-291
,共6页
王道累%吴懋亮%陈军
王道纍%吳懋亮%陳軍
왕도루%오무량%진군
立体匹配%协同优化%图像分割%视差平面拟合
立體匹配%協同優化%圖像分割%視差平麵擬閤
입체필배%협동우화%도상분할%시차평면의합
stereo matching%cooperative optimization%image segmentation%disparity plane fitting
采用基于视图协同优化算法解决视觉匹配问题,通过对双视图立体匹配的研究到多视图匹配的推广,利用视差平面拟合进行多个视差集的合并。利用奇异值分解法解决线性方程,建立排除异常点的判别规则,解决遮挡及稀疏纹理的问题。实验结果表明:该协同优化算法是有效的,提高了匹配的精度。
採用基于視圖協同優化算法解決視覺匹配問題,通過對雙視圖立體匹配的研究到多視圖匹配的推廣,利用視差平麵擬閤進行多箇視差集的閤併。利用奇異值分解法解決線性方程,建立排除異常點的判彆規則,解決遮擋及稀疏紋理的問題。實驗結果錶明:該協同優化算法是有效的,提高瞭匹配的精度。
채용기우시도협동우화산법해결시각필배문제,통과대쌍시도입체필배적연구도다시도필배적추엄,이용시차평면의합진행다개시차집적합병。이용기이치분해법해결선성방정,건립배제이상점적판별규칙,해결차당급희소문리적문제。실험결과표명:해협동우화산법시유효적,제고료필배적정도。
The algorithm of stereo matching using cooperative optimization is developed to extract disparity map from im-age pairs.The procedure of algorithm is generally extended to apply to multiple views from two views.The disparity sets are merged into one by the disparity plane estimation,and the linear equation is solved by singular value decomposition (SVD).And the rules are built to filter out outliers,which can effectively handle the problem of occlusion and texture-less.The experimental results show that the effectiveness of our proposal methods and the accurateness of stereo matc-hing .