DocumentCode
3482874
Title
Stereoscopic imaging for coral segmentation and classification
Author
Johnson-Roberson, Matthew ; Kumar, Suresh ; Pizarro, Oscar ; Willams, Stefan
Author_Institution
Australian Centre for Field Robotics, Sydney Univ., NSW
fYear
2006
fDate
18-21 Sept. 2006
Firstpage
1
Lastpage
6
Abstract
Stereoscopic imaging as a means of aiding the segmentation and classification of coral in underwater imagery. This work presents a framework for integrating range data into a formerly two dimensional classification pipeline. By taking an estimate of the rugosity and surface topography of segmented coral greater accuracy can be achieved in morphological discrimination of visually similar species. Utilizing these techniques allows for automatic processing of datasets and quicker turnaround in achieving the scientific goals of a survey. This work strives to produce a real-time system that is capable of segmenting and classifying coral
Keywords
image classification; image segmentation; oceanographic techniques; 2D classification pipeline; coral classification; coral segmentation; datset automatic processing; morphological discrimination; rugosity topography; segmented coral; stereoscopic imaging; surface topography; underwater imagery; Data mining; Humans; Image segmentation; Ocean temperature; Pipelines; Real time systems; Robots; Sea surface; Surface morphology; Surface topography;
fLanguage
English
Publisher
ieee
Conference_Titel
OCEANS 2006
Conference_Location
Boston, MA
Print_ISBN
1-4244-0114-3
Electronic_ISBN
1-4244-0115-1
Type
conf
DOI
10.1109/OCEANS.2006.306876
Filename
4099031
Link To Document