yao guobiao,  deng kazhong, ai haibin,  du quanye. an al gorithm of automatic quasi-dense matching and three-dimensionalreconstruction for oblique  stereo  images[J]. Geomatics and Information Science of Wuhan University, 2014, 39(7): 843-849.
Citation: yao guobiao,  deng kazhong, ai haibin,  du quanye. an al gorithm of automatic quasi-dense matching and three-dimensionalreconstruction for oblique  stereo  images[J]. Geomatics and Information Science of Wuhan University, 2014, 39(7): 843-849.

an al gorithm of automatic quasi-dense matching and three-dimensionalreconstruction for oblique  stereo  images

  • since  there  are  severe  geometric distortions  between obli que  imagesit  is  difficult  for  the  available  al gorithms  to obtain satisfactor y quasi-dense matchingthus  a serious  obstacle  to  subsequentthree-dimensional  reconstruction.this  paper  proposes  an al gorithm of  automatic quasi-dense matchingand three-dimensional  reconstruction based on affine  invariant  features.the  proposed method can bedivided  into  three  sta ges seed re gion matching.the affine  invariant  features  are  first  extractedand matchedbased on matched features  least  square matchinglsmis  implemented.subse quentlythe maximum convergence  re gion mcrof  lsm can be calculated by adaptive  iteration. quasidense matching.to detect  correspondencesthe normalized cross  correlation nccfor  a pers pectivetransformation model was adopted  to  the grid  points  in mcrand the weighted sum of  a squareddifference metric for  a epipolar  geometr y correction model was applied  to  the  rest  of  grid  points.afterwardsoutliers will be eliminated  based on the geometrical  consistenc y check. three-dimension-al  surface  reconstruction of  the  3dpoint  cloud  commenced with the  application  of  a image orientationand collinearit y equation.thena 3dsurface model was generated based on the  3dpoint  cloud.experiments with obli que stereo  images  demonstrate  the  effectiveness  of  the proposed al gorithm
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