A New Approach for Estimating Depth by Fusing Stereo and Defocus Information

: Several algorithms are common for estimating depth from stereo series, but many of them have difficulties when determining depth of objects having periodical structure. This contribution proposes a method to overcome the impediments by using defocus as additional information. The algorithm fuses depth from stereo and depth from defocused edges by analyzing and evaluating image series with simultaneously varied camera and focus positions. The problem is formulated by a comprehensive notation using energy functionals, which can be solved e. g. by applying graph cuts minimization.

• Type: Conference
• Year: 2007
• Where: GI
• Authors: Ioana Gheta, Christian Frese, Michael Heizmann, Jürgen Beyerer
• Keywords: GI 2007, Graph Cuts Minimization, Several Algorithms, Stereo Series, Theoretical Computer Science