Mapping land use with using Rotation Forest algorithm from UAV images

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification

(2016) Junshi Xia et al.   IEEE Geoscience and Remote Sensing Letters

Land cover post-classifications by Markov chain geostatistical cosimulation based on pre-classifications by different conventional classifiers

(2016) Weixing Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research

(2016) Reza Khatami et al.   REMOTE SENSING OF ENVIRONMENT

A structural similarity-based label-smoothing algorithm for the post-processing of land-cover classification

(2016) Qikai Lu et al.   Remote Sensing Letters

A statistical significance of differences in classification accuracy of crop types using different classification algorithms

(2016) Pradeep Kumar et al.   Geocarto International

The use of logistic model tree (LMT) for pixel- and object-based classifications using high-resolution WorldView-2 imagery

(2016) Ismail Colkesen et al.   Geocarto International

The application of ensemble techniques for land-cover classification in arid lands

(2015) Marwa Waseem A. Halmy et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Integrating multiple texture methods and NDVI to the Random Forest classification algorithm to detect tea and hazelnut plantation areas in northeast Turkey

(2015) Ö. Akar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

(2015) Peijun Du et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping global land cover in 2001 and 2010 with spatial-temporal consistency at 250m resolution

(2015) Jie Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Land Cover Classification and Monitoring: the STEM Open Source Solution

(2015) Francesco Nex et al.   European Journal of Remote Sensing

Machine learning approaches to coastal water quality monitoring using GOCI satellite data

(2014) Yong Hoon Kim et al.   GIScience & Remote Sensing

Parameter tuning in the support vector machine and random forest and their performances in cross- and same-year crop classification using TerraSAR-X

(2014) Rei Sonobe et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparing Machine Learning Classifiers for Object-Based Land Cover Classification Using Very High Resolution Imagery

(2014) Yuguo Qian et al.   Remote Sensing

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

(2013) Junshi Xia et al.   IEEE Geoscience and Remote Sensing Letters

Acquisition, Orthorectification, and Object-based Classification of Unmanned Aerial Vehicle (UAV) Imagery for Rangeland Monitoring

(2013) Andrea S. Laliberte et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

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

Mapping Urban Tree Species Using Very High Resolution Satellite Imagery: Comparing Pixel-Based and Object-Based Approaches

(2013) Shivani Agarwal et al.   ISPRS International Journal of Geo-Information

GeoEye-1 and WorldView-2 pan-sharpened imagery for object-based classification in urban environments

(2012) M.A. Aguilar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Monitoring land cover change in urban and peri-urban areas using dense time stacks of Landsat satellite data and a data mining approach

(2012) Annemarie Schneider   REMOTE SENSING OF ENVIRONMENT

A comparison of three feature selection methods for object-based classification of sub-decimeter resolution UltraCam-L imagery

(2011) A.S. Laliberte et al.   International Journal of Applied Earth Observation and Geoinformation

Applying tree-based ensemble algorithms to the classification of ecological zones using multi-temporal multi-source remote-sensing data

(2011) Xin Miao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

Combining bagging, boosting, rotation forest and random subspace methods

(2010) Sotiris Kotsiantis   ARTIFICIAL INTELLIGENCE REVIEW

Study of land cover classification based on knowledge rules using high-resolution remote sensing images

(2010) Rongqun Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Improved classification of conservation tillage adoption using high temporal and synthetic satellite imagery

(2010) Jennifer D. Watts et al.   REMOTE SENSING OF ENVIRONMENT

Cancer classification using Rotation Forest

(2008) Kun-Hong Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE