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

B Johnson, Z Xie - ISPRS Journal of Photogrammetry and Remote …, 2011 - Elsevier
In this study, a multi-scale approach is used to improve the segmentation of a high spatial
resolution (30 cm) color infrared image of a residential area. First, a series of 25 image …

Local and global evaluation for remote sensing image segmentation

T Su, S Zhang - ISPRS Journal of Photogrammetry and Remote …, 2017 - Elsevier
In object-based image analysis, how to produce accurate segmentation is usually a very
important issue that needs to be solved before image classification or target recognition. The …

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

L Drǎguţ, D Tiede, SR Levick - International Journal of …, 2010 - Taylor & Francis
The spatial resolution of imaging sensors has increased dramatically in recent years, and so
too have the challenges associated with extracting meaningful information from their data …

Improvement of image segmentation accuracy based on multiscale optimization procedure

T Esch, M Thiel, M Bock, A Roth… - IEEE Geoscience and …, 2008 - ieeexplore.ieee.org
This letter proposes an optimization approach that enhances the quality of image
segmentation using the software Definiens Developer. The procedure aims at the …

Boundary-constrained multi-scale segmentation method for remote sensing images

X Zhang, P Xiao, X Song, J She - ISPRS Journal of Photogrammetry and …, 2013 - Elsevier
Image segmentation is the key step of Object-Based Image Analysis (OBIA) in remote
sensing. This paper proposes a Boundary-Constrained Multi-Scale Segmentation (BCMS) …

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

J Yang, P Li, Y He - ISPRS Journal of Photogrammetry and Remote …, 2014 - Elsevier
Image segmentation is one of key steps in object based image analysis of very high
resolution images. Selecting the appropriate scale parameter becomes a particularly …

Remote sensing image segmentation advances: A meta-analysis

I Kotaridis, M Lazaridou - ISPRS Journal of Photogrammetry and Remote …, 2021 - Elsevier
The advances in remote sensing sensors during the last two decades have led to the
production of very high spatial resolution multispectral images. In order to adapt to this rapid …

Parameter selection for region‐growing image segmentation algorithms using spatial autocorrelation

GM Espindola, G Câmara, IA Reis, LS Bins… - … Journal of Remote …, 2006 - Taylor & Francis
Region‐growing segmentation algorithms are useful for remote sensing image
segmentation. These algorithms need the user to supply control parameters, which control …

Nested-hierarchical scene models and image segmentation

C Woodcock, VJ Harward - International Journal of Remote …, 1992 - Taylor & Francis
The objective of image segmentation in remote sensing is to define regions in an image that
correspond to objects in the ground scene. Traditional scene models underlying image …

Optimization in multi‐scale segmentation of high‐resolution satellite images for artificial feature recognition

J Tian, DM Chen - International Journal of Remote Sensing, 2007 - Taylor & Francis
Multi‐resolution segmentation, as one of the most popular approaches in object‐oriented
image segmentation, has been greatly enabled by the advent of the commercial software …