An intensity-based cooperative bidirectional stereo matching with simultaneous detection of discontinuities and occlusions

Раздел: Статьи

Luo A.,Burkhardt H

An intensity-based cooperative bidirectional stereo matching with simultaneous detection of discontinuities and occlusions

Category:
Keywords: binocular and trinocular stereo,Cooperative bidirectional matching ,Discontinuity and occlusion,MAP estimation and multiresolution

abstract:

This paper presents a new intensity-based stereo algorithm using cooperative bidirectional matching with a hierarchical multilevel structure. Based on a new model of piecewise smooth depth fields and the consistency constraint, the algorithm is able to estimate the 3-D structure and detect its discontinuities and the occlusion reliably with low computational costs. In order to nd the global optimal estimates, we utilize a multiresolution two-stage algorithm minimizing nonconvex cost functions, which is equivalent to the MAP estimation. This basic framework computing the 3-D structure from binocular stereo images has been extended to the trinocular stereo vision for a further improvement of the performance. A few examples for the binocular and trinocular stereo problems are given to illustrate the performance of the new algorithms

На статью

Graphics & Media Lab. >> Библиотека | Курсы | Графикон

Верстка, дизайн, программирование Людмила Попова
Выпускающий редактор Дмитрий Ватолин
Подготовка материала Ольга Карпенко