Image-Based Coral Reef Classification and Thematic Mapping

Image-Based Coral Reef Classification and Thematic Mapping

This paper presents a novel image classification scheme for benthic coral reef images that can be applied to both single image and composite mosaic datasets. The proposed method can be configured to the characteristics (e.g., the size of the dataset, number of classes, resolution of the samples, col...

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Bibliographic Details
Main Authors: Brooke Gintert, Arthur C. R. Gleason, Rafael Garcia, Nuno Gracias, A.S.M. Shihavuddin
Format: Article
Language:English
Published: MDPI AG 2013-04-01
Series:Remote Sensing
Subjects:
automated coral reef classification
benthic habitat classification
optical imagery
texture feature
kernel mapping
support vector machine
opponent angle
thematic mapping
optical mapping
probability density weighted mean distance
local binary pattern
grey level co-occurrence matrix
low resolution
Online Access:http://www.mdpi.com/2072-4292/5/4/1809

Internet

http://www.mdpi.com/2072-4292/5/4/1809

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