Fast Segmentation and Classification of Very High Resolution Remote Sensing Data Using SLIC Superpixels

Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis

(2017) Jielian Guo et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mixture-Based Superpixel Segmentation and Classification of SAR Images

(2016) Sertac Arisoy et al.   IEEE Geoscience and Remote Sensing Letters

Region-of-Interest Detection via Superpixel-to-Pixel Saliency Analysis for Remote Sensing Image

(2016) Long Ma et al.   IEEE Geoscience and Remote Sensing Letters

Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification

(2016) Shutao Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Information from imagery: ISPRS scientific vision and research agenda

(2016) Jun Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A survey on object detection in optical remote sensing images

(2016) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Superpixel-Based Graphical Model for Remote Sensing Image Mapping

(2015) Guangyun Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object-based class modelling for multi-scale riparian forest habitat mapping

(2015) Thomas Strasser et al.   International Journal of Applied Earth Observation and Geoinformation

A GEOBIA Methodology for Fragmented Agricultural Landscapes

(2015) Angel Garcia-Pedrero et al.   Remote Sensing

Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation

(2015) César Ortiz Toro et al.   Remote Sensing

Assessment of multiresolution segmentation for delimiting drumlins in digital elevation models

(2014) Clemens Eisank et al.   GEOMORPHOLOGY

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

Incorporating spatial information in spectral unmixing: A review

(2014) Chen Shi et al.   REMOTE SENSING OF ENVIRONMENT

Data Transformation Functions for Expanded Search Spaces in Geographic Sample Supervised Segment Generation

(2014) Christoff Fourie et al.   Remote Sensing

Optimization of Object-Based Image Analysis With Random Forests for Land Cover Mapping

(2013) Jan Stefanski et al.   IEEE Journal of Selected Topics in Applied Earth Observations and 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

Accuracy Assessment Measures for Object-based Image Segmentation Goodness

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

Automated Damage Indication for Rapid Geospatial Reporting

(2013) Dirk Tiede et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Object-based change detection

(2012) Gang Chen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A comparison of pixel-based and object-oriented approaches to VHR imagery for mapping saltmarsh plants

(2011) Zu-Tao Ouyang et al.   Ecological Informatics

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

Assessing object-based classification: advantages and limitations

(2011) Desheng Liu et al.   Remote Sensing Letters

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

Earth observation (EO)-based ex post assessment of internally displaced person (IDP) camp evolution and population dynamics in Zam Zam, Darfur

(2010) Stefan Lang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Make3D: Learning 3D Scene Structure from a Single Still Image

(2009) A. Saxena et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

TurboPixels: Fast Superpixels Using Geometric Flows

(2009) A. Levinshtein et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Object based image analysis for remote sensing

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

Object-based Land Cover Classification and Change Analysis in the Baltimore Metropolitan Area Using Multitemporal High Resolution Remote Sensing Data

(2008) Weiqi Zhou et al.   SENSORS

Object‐based change detection using correlation image analysis and image segmentation

(2007) J. Im et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING