Fast window based stereo matching for 3D scene reconstruction

Stereo correspondence matching is a key problem in many applications like computer and robotic vision to determine Three%Dimensional (3D) depth information of objects which is essential for 3D reconstruction. This paper presents a 3D reconstruction technique with a fast stereo correspondence matching which is robust in tackling additive noise. The additive noise is eliminated using a fuzzy filtering technique. Experimentations with ground truth images prove the effectiveness of the proposed algorithms.

[1]  Tao Hu,et al.  A new stereo matching algorithm for binocular vision , 2009, ICHIT '09.

[2]  Valentin Obac Roda,et al.  Real-time disparity map extraction in a dual head stereo vision system , 2007 .

[3]  Pascal Fua,et al.  A parallel stereo algorithm that produces dense depth maps and preserves image features , 1993, Machine Vision and Applications.

[4]  Habibollah Haron,et al.  Hybrid computing algorithm in representing solid model , 2010, Int. Arab J. Inf. Technol..

[5]  Ahmed El Oirrak,et al.  3D Model Retrieval Based on 3D Discrete Cosine Transform , 2010, Int. Arab J. Inf. Technol..

[6]  Avinash C. Kak,et al.  Stereo vision , 1994 .

[7]  Reinhard Männer,et al.  Calculating Dense Disparity Maps from Color Stereo Images, an Efficient Implementation , 2004, International Journal of Computer Vision.

[8]  Takeo Kanade,et al.  A Stereo Matching Algorithm with an Adaptive Window: Theory and Experiment , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  Emanuele Trucco,et al.  Efficient stereo with multiple windowing , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[10]  Stephen T. Barnard,et al.  Stereo Matching by Hierarchical, Microcanonical Annealing , 1987, IJCAI.

[11]  M. J. Hannah.  A system for digital stereo image matching , 1989 .

[12]  Al-Amin Bhuiyan,et al.  A new approach for disparity map determination , 2010 .

[13]  Narendra Ahuja,et al.  Surfaces from Stereo: Integrating Feature Matching, Disparity Estimation, and Contour Detection , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[14]  Olga Veksler.  Stereo Matching by Compact Windows via Minimum Ratio Cycle , 2001, ICCV.

[15]  Aaron F. Bobick,et al.  Disparity-Space Images and Large Occlusion Stereo , 1994, ECCV.

[16]  최우영,et al.  Stereo vision 및 응용 , 1994 .