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
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;
Conference_Titel :
OCEANS 2006
Conference_Location :
Boston, MA
Print_ISBN :
1-4244-0114-3
Electronic_ISBN :
1-4244-0115-1
DOI :
10.1109/OCEANS.2006.306876