DocumentCode :
2205413
Title :
A Multi-view Dense Reconstruction for Rock Glacier Modelling
Author :
de Matias Bejarano, J. ; del Pozo, J.M. ; Campo, José J Guerrero
Author_Institution :
Dipt. Ing. de Sist. Informaticos y Telematicos, Univ. of Extremadura, Caceres, Spain
fYear :
2009
fDate :
9-12 Sept. 2009
Firstpage :
163
Lastpage :
168
Abstract :
Rock glacier is a rare case of study for 3D modelling. This type of models has particular properties which make it a special application for multi-view stereo reconstruction algorithms. In this work we analyze different types of methods for dense reconstruction from wide base-line views. Besides that we select a method which was adapted and implemented for the specific case of rock glacier modelling. Principally we add two suitable innovations: implement a pyramidal image structure for get more efficient computation and use a feature-based method to obtain a initial terrain surface and improve the depth estimation. The proposed method has been tested in a real rock glacier example (Veleta in Sierra Nevada, Spain) with good results.
Keywords :
geology; geomorphology; image reconstruction; rocks; stereo image processing; depth estimation; initial terrain surface; multiview dense reconstruction; multiview stereo reconstruction algorithms; pyramidal image structure; rock glacier modelling; Cameras; Computer vision; Ice; Image converters; Image reconstruction; Layout; Multimedia systems; Reconstruction algorithms; Shape measurement; Stereo vision; Photogrammetry; computer vision; dense reconstruction; rock glaciers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Virtual Systems and Multimedia, 2009. VSMM '09. 15th International Conference on
Conference_Location :
Vienna
Print_ISBN :
978-0-7695-3790-0
Type :
conf
DOI :
10.1109/VSMM.2009.30
Filename :
5306016
Link To Document :
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