Image Segmentation Parameter Optimization Considering Within- and Between-Segment Heterogeneity at Multiple Scale Levels: Test Case for Mapping Residential Areas Using Landsat Imagery

Image Segmentation Parameter Optimization Considering Within- and Between-Segment Heterogeneity at Multiple Scale Levels: Test Case for Mapping Residential Areas Using Landsat Imagery

Multi-scale/multi-level geographic object-based image analysis (MS-GEOBIA) methods are becoming widely-used in remote sensing because single-scale/single-level (SS-GEOBIA) methods are often unable to obtain an accurate segmentation and classification of all land use/land cover (LULC) types in an ima...

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Bibliographic Details
Main Authors: Brian A. Johnson, Milben Bragais, Isao Endo, Damasa B. Magcale-Macandog, Paula Beatrice M. Macandog
Format: Article
Language:English
Published: MDPI AG 2015-10-01
Series:ISPRS International Journal of Geo-Information
Subjects:
GEOBIA
object-based image analysis
Landsat 8
Moran’s I
random forest
Online Access:http://www.mdpi.com/2220-9964/4/4/2292

Internet

http://www.mdpi.com/2220-9964/4/4/2292

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