Tree Species Classification Based on Hybrid Ensembles of a Convolutional Neural Network (CNN) and Random Forest Classifiers

Tensor-Based Classification Models for Hyperspectral Data Analysis

(2018) Konstantinos Makantasis et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The use of airborne hyperspectral data for tree species classification in a species-rich Central European forest area

(2016) Ronny Richter et al.   International Journal of Applied Earth Observation and Geoinformation

Spectral–spatial hyperspectral image ensemble classification via joint sparse representation

(2016) Erlei Zhang et al.   PATTERN RECOGNITION

Review of studies on tree species classification from remotely sensed data

(2016) Fabian Ewald Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

Semi-supervised SVM for individual tree crown species classification

(2015) Michele Dalponte et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation

(2015) Borja Ayerdi et al.   NEUROCOMPUTING

Comparison of Feature Reduction Algorithms for Classifying Tree Species With Hyperspectral Data on Three Central European Test Sites

(2014) Fabian E. Fassnacht et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Forecasting potential bark beetle outbreaks based on spruce forest vitality using hyperspectral remote-sensing techniques at different scales

(2013) A. Lausch et al.   FOREST ECOLOGY AND MANAGEMENT

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

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

Spectral–Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields

(2013) Pedram Ghamisi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Remote Sensing Data Analysis and Future Challenges

(2013) Jose M. Bioucas-Dias et al.   IEEE Geoscience and Remote Sensing Magazine

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

(2012) José M. Bioucas-Dias et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images

(2012) Wenzhi Liao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Tree Species Discrimination in Tropical Forests Using Airborne Imaging Spectroscopy

(2012) Jean-Baptiste Feret et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Spectral–Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields

(2011) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A review of advanced techniques for detecting plant diseases

(2010) Sindhuja Sankaran et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Variation in foliar water content and hyperspectral reflectance ofPinus patulatrees infested bySirex noctilio

(2010) O Mutanga et al.   Southern Forests

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT