Object-based Vegetation Mapping in the Kissimmee River Watershed Using HyMap Data and Machine Learning Techniques

Combining object-based texture measures with a neural network for vegetation mapping in the Everglades from hyperspectral imagery

(2012) Caiyun Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Mapping of hyperspectral AVIRIS data using machine-learning algorithms

(2011) Björn Waske et al.   CANADIAN JOURNAL OF REMOTE SENSING

Remote Sensing of Vegetation Pattern and Condition to Monitor Changes in Everglades Biogeochemistry

(2011) John W. Jones   CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY

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

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

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing object-based classification: advantages and limitations

(2011) Desheng Liu et al.   Remote Sensing Letters

Hyperspectral Data for Mangrove Species Mapping: A Comparison of Pixel-Based and Object-Based Approach

(2011) Muhammad Kamal et al.   Remote Sensing

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Applying image transformation and classification techniques to airborne hyperspectral imagery for mapping Ashe juniper infestations

(2009) Chenghai Yang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object based image analysis for remote sensing

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

Mapping an inland wetland complex using hyperspectral imagery

(2008) M. Y. Jollineau et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT

Development of vegetation maps for assessing Everglades restoration progress

(2008) Ken Rutchey et al.   WETLANDS