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Multi-view wide baseline depth estimation robust to sparse input sampling

Boekbijdrage - Boekhoofdstuk Conferentiebijdrage

In this paper, we propose a depth map estimation algorithm, based on Epipolar Plane Image (EPI) line extraction, that is able to correctly handle partially occluded objects in wide baseline camera setups. Furthermore, we introduce a descriptor matching technique to reduce the negative influence of inaccurate color correction and similarly textured objects on the depth maps. A visual comparison between an existing EPI-line extraction algorithm and our method is provided, showing that our method provides more accurate and consistent depth maps in most cases.
Boek: Proceedings of the 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON)
Series: IEEE Xplore
Aantal pagina's: 40
Trefwoorden:depth maps, occlusions, color inconsistencies, epipolar plane image, light fields