Title :
Fast interpolation, segmentation and visualization of 3D sonar seabottom data by using tree structures
Author :
Loke, R.E. ; du Buf, J.M.H.
Author_Institution :
Vision Lab., Algarve Univ., Faro, Portugal
Abstract :
The authors describe an unsupervised processing pipeline for the analysis and visualization of sonar data. Recently developed 3D interpolation and segmentation methods are introduced, as well as a completely new surface construction method. All methods are based on employing quad- and octrees, which results in a fast processing. Accurate results are obtained for complex boundary shapes. Processed seabed data are accurately fused with bathymetric data. The methods enable a fast, highly accurate and interactive seabed analysis
Keywords :
data visualisation; geophysical signal processing; geophysical techniques; image segmentation; interpolation; oceanographic techniques; octrees; quadtrees; seafloor phenomena; sediments; sonar imaging; 3D method; complex boundary shape; data visualization; fast interpolation; geophysical measurement technique; image segmentation; marine sediment; ocean bottom; octree; quadtree; seabed; seabottom; seafloor; sonar imaging; surface construction method; three dimensional image; tree structure; unsupervised processing pipeline; Computer science; Data visualization; Image analysis; Interpolation; Laboratories; Object detection; Pattern analysis; Shape; Sonar detection; Tree data structures;
Conference_Titel :
OCEANS '99 MTS/IEEE. Riding the Crest into the 21st Century
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-5628-4
DOI :
10.1109/OCEANS.1999.800238