Identifying Generalizable Image Segmentation Parameters for Urban Land Cover Mapping through Meta-Analysis and Regression Tree Modeling

A comparison of unsupervised segmentation parameter optimization approaches using moderate- and high-resolution imagery

(2017) Heather Grybas et al.   GIScience & Remote Sensing

A regression modelling approach for optimizing segmentation scale parameters to extract buildings of different sizes

(2017) Shahab E. Jozdani et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A review of supervised object-based land-cover image classification

(2017) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments

(2016) Manchun Li et al.   International Journal of Applied Earth Observation and Geoinformation

Rule-based land cover classification from very high-resolution satellite image with multiresolution segmentation

(2016) Md. Enamul Haque et al.   Journal of Applied Remote Sensing

An Object-Based Image Analysis Approach for Detecting Penguin Guano in very High Spatial Resolution Satellite Images

(2016) Chandi Witharana et al.   Remote Sensing

Fine spatial resolution residential land-use data for small-area population mapping: a case study in Riyadh, Saudi Arabia

(2015) Mohammed Alahmadi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using GIS analysis to assess urban green space in terms of accessibility: case study in Kutahya

(2015) Mehmet Cetin   INTERNATIONAL JOURNAL OF SUSTAINABLE DEVELOPMENT AND WORLD ECOLOGY

Training set size, scale, and features in Geographic Object-Based Image Analysis of very high resolution unmanned aerial vehicle imagery

(2015) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Segmentation quality evaluation using region-based precision and recall measures for remote sensing images

(2015) Xueliang Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Pixel-based and object-based classifications using high- and medium-spatial-resolution imageries in the urban and suburban landscapes

(2015) Ronald C. Estoque et al.   Geocarto International

A local approach to optimize the scale parameter in multiresolution segmentation for multispectral imagery

(2015) F. Cánovas-García et al.   Geocarto International

Scale Issues Related to the Accuracy Assessment of Land Use/Land Cover Maps Produced Using Multi-Resolution Data: Comments on “The Improvement of Land Cover Classification by Thermal Remote Sensing”. Remote Sens. 2015, 7(7), 8368–8390

(2015) Brian Johnson   Remote Sensing

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

(2015) Brian Johnson et al.   ISPRS International Journal of Geo-Information

Object-based land-cover classification for metropolitan Phoenix, Arizona, using aerial photography

(2014) Xiaoxiao Li et al.   International Journal of Applied Earth Observation and Geoinformation

Automated parameterisation for multi-scale image segmentation on multiple layers

(2014) L. Drăguţ et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery

(2014) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A multi-band approach to unsupervised scale parameter selection for multi-scale image segmentation

(2014) Jian Yang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Robust Extraction of Urban Land Cover Information From HSR Multi-Spectral and LiDAR Data

(2013) Christian Berger et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A hybrid method combining pixel-based and object-oriented methods and its application in Hungary using Chinese HJ-1 satellite images

(2013) Xiaojiang Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Advances in Geographic Object-Based Image Analysis with ontologies: A review of main contributions and limitations from a remote sensing perspective

(2013) Damien Arvor et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery

(2013) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Optimizing multi-resolution segmentation scale using empirical methods: Exploring the sensitivity of the supervised discrepancy measure Euclidean distance 2 (ED2)

(2013) Chandi Witharana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Accuracy Assessment Measures for Object-based Image Segmentation Goodness

(2013) Nicholas Clinton et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

A Supervised and Fuzzy-based Approach to Determine Optimal Multi-resolution Image Segmentation Parameters

(2013) Hengjian Tong et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Object vs. pixel: a systematic evaluation in urban environments

(2013) Soe Win Myint et al.   Geocarto International

Per-pixel and object-oriented classification methods for mapping urban land cover extraction using SPOT 5 imagery

(2013) Mustafa Neamah Jebur et al.   Geocarto International

Discrepancy measures for selecting optimal combination of parameter values in object-based image analysis

(2012) Yong Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

High-resolution urban land-cover classification using a competitive multi-scale object-based approach

(2012) Brian A. Johnson   Remote Sensing Letters

A Comparison of Object-Oriented Image Classification and Transect Sampling Methods for Obtaining Land Cover Information from Digital Orthophotography

(2011) David E. Tenenbaum et al.   GIScience & Remote Sensing

Segment Optimization and Data-Driven Thresholding for Knowledge-Based Landslide Detection by Object-Based Image Analysis

(2011) T. R. Martha et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multi-scale GEOBIA with very high spatial resolution digital aerial imagery: scale, texture and image objects

(2011) Minho Kim et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Optimal region growing segmentation and its effect on classification accuracy

(2011) Yan Gao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Unsupervised image segmentation evaluation and refinement using a multi-scale approach

(2011) Brian Johnson et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Image segmentation scale parameter optimization and land cover classification using the Random Forest algorithm

(2011) A. Smith   Journal of Spatial Science

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data

(2010) Lucian Drǎguţ et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods

(2009) Tapas R. Martha et al.   GEOMORPHOLOGY