In this paper, we propose a novel method for inferring image correspondences on the pair of synchronized image sequences. In the proposed method, after tracking the feature points in each image sequence over several frames, we solve the image corresponding problem from two types of geometrical constraints: (1) the motion subspace obtained from the tracked feature points of a target sequence, and (2) the epipolar constraints between the two cameras. Dissimilarly to the conventional correspondence estimation based on image matching using pixel values, the proposed approach enables us to obtain the correspondences even though the feature points, that can be seen from one camera view, but can not be seen (occluded or outside of the view) from the other camera. The validity of our method is demonstrated through the experiments using synthetic and real images.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Image Correspondence from Motion Subspace Constraint and Epipolar Constraint


    Contributors:

    Conference:

    Asian Conference on Computer Vision ; 2007 ; Tokyo, Japan November 18, 2007 - November 22, 2007


    Published in:

    Computer Vision – ACCV 2007 ; Chapter : 38 ; 384-393


    Publication date :

    2007-01-01


    Size :

    10 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    Structure from Motion: Beyond the Epipolar Constraint

    Brodsky, T. / Fermuller, C. / Aloimonos, Y. | British Library Online Contents | 2000


    Optimal motion estimation from multiview normalized epipolar constraint

    Vidal, R. / Ma, Y. / Hsu, S. et al. | IEEE | 2001


    Optimal Motion Estimation from Multiview Normalized Epipolar Constraint

    Vidal, R. / Ma, Y. / Hsu, S. et al. | British Library Conference Proceedings | 2001


    Wide Baseline Feature Matching Using the Cross-Epipolar Ordering Constraint

    Lu, X. / Manduchi, R. / IEEE Computer Society | British Library Conference Proceedings | 2004