Normalization in Unsupervised Segmentation Parameter Optimization: A Solution Based on Local Regression Trend Analysis

Optimal Segmentation of High-Resolution Remote Sensing Image by Combining Superpixels With the Minimum Spanning Tree

(2018) Mi Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Supervised methods of image segmentation accuracy assessment in land cover mapping

(2018) Hugo Costa et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

(2017) Stefanos Georganos 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

Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach

(2017) Taskin Kavzoglu et al.   Journal of Applied Remote Sensing

A Tool Assessing Optimal Multi-Scale Image Segmentation

(2017) A. Mohan Vamsee et al.   Journal of the Indian Society of Remote Sensing

A Novel Unsupervised Segmentation Quality Evaluation Method for Remote Sensing Images

(2017) Han Gao et al.   SENSORS

Multi-Scale Analysis of Very High Resolution Satellite Images Using Unsupervised Techniques

(2017) Jérémie Sublime et al.   Remote Sensing

On the Objectivity of the Objective Function—Problems with Unsupervised Segmentation Evaluation Based on Global Score and a Possible Remedy

(2017) Sebastian Böck et al.   Remote Sensing

An Open-Source Semi-Automated Processing Chain for Urban Object-Based Classification

(2017) Taïs Grippa et al.   Remote Sensing

An unsupervised multi-scale segmentation method based on automated parameterization

(2016) Chao Wang et al.   Arabian Journal of Geosciences

A New Approach to Segmentation of Multispectral Remote Sensing Images Based on MRF

(2015) Josef Baumgartner et al.   IEEE Geoscience and Remote Sensing Letters

Unsupervised Quantification of Under- and Over-Segmentation for Object-Based Remote Sensing Image Analysis

(2015) Andres Troya-Galvis et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

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

Self-Guided Segmentation and Classification of Multi-Temporal Landsat 8 Images for Crop Type Mapping in Southeastern Brazil

(2015) Bruno Schultz et al.   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

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

What makes segmentation good? A case study in boreal forest habitat mapping

(2013) Aleksi Räsänen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A framework for the geometric accuracy assessment of classified objects

(2013) Markus Möller et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke 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

Mapping trees outside forests using high-resolution aerial imagery: a comparison of pixel- and object-based classification approaches

(2012) Dacia M. Meneguzzo et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

GRASS GIS: A multi-purpose open source GIS

(2011) Markus Neteler et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Comparing object-based and pixel-based classifications for mapping savannas

(2011) Timothy G. Whiteside et al.   International Journal of Applied Earth Observation and Geoinformation

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

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

A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images

(2009) C. Persello et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detecting trend and seasonal changes in satellite image time series

(2009) Jan Verbesselt et al.   REMOTE SENSING OF ENVIRONMENT