Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XL-3, 33-37, 2014
http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-3/33/2014/
doi:10.5194/isprsarchives-XL-3-33-2014
© Author(s) 2014. This work is distributed
under the Creative Commons Attribution 3.0 License.
 
11 Aug 2014
Scan line optimization for Tri stereo planetary images
R. H. Bhalerao, S. S. Gedam, and J. Joglekar Geomatics Lab, Centre of Studies in Resources Engineering, Indian Institute of Technology Bombay Mumbai, 400076 India
Keywords: Tri-stereo, Disparity Space Image Abstract. In this paper, we propose a new scan line optimization method for matching the triplet of images. In the present paper, the triplets are initially matched using an area based local method. The cost is stored in a structure called as the Disparity Space Image (DSI). Using the global minimum of this cost the initial disparity is generated. Next the local minima are considered as potential matches where global minimum gives erroneous results. These local minima are used for optimization of disparity. As the method is a scanned line optimization, it use popularly resampled images. The experiment is performed using Terrain Mapping Camera images from the Chandrayaan-1 mission. In order to validate the result for accuracy, Lunar Orbiter Laser Altimeter dataset from Lunar Reconnaissance Orbiter mission is used. The method is again verified using standard Middlebury stereo dataset with ground truth. From experiments, it has been observed that using optimization technique for triplets, the total number of correct matches has increased by 5–10 % in comparison to direct methods. The method particularly gives good results at smooth regions, where dynamic programming and blockmatching gives limited accuracy.
Conference paper (PDF, 1395 KB)


Citation: Bhalerao, R. H., Gedam, S. S., and Joglekar, J.: Scan line optimization for Tri stereo planetary images, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XL-3, 33-37, doi:10.5194/isprsarchives-XL-3-33-2014, 2014.

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