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A new upsampling method for mobile LiDAR data

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4 Author(s)
Ruisheng Wang ; NAVTEQ Corporation, 425 W Randolph Street, Chicago, IL, USA ; Jeff Bach ; Jane Macfarlane ; Frank P. Ferrie

We present a novel method to upsample mobile LiDAR data using panoramic images collected in urban environments. Our method differs from existing methods in the following aspects: First, we consider point visibility with respect to a given viewpoint, and use only visible points for interpolation; second, we present a multi-resolution depth map based visibility computation method; third, we present ray casting methods for upsampling mobile LiDAR data incorporating constraints from color information of spherical images. The experiments show the effectiveness of the proposed approach.

Published in:

Applications of Computer Vision (WACV), 2012 IEEE Workshop on

Date of Conference:

9-11 Jan. 2012