Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas

A Novel SOM-SVM-Based Active Learning Technique for Remote Sensing Image Classification

(2014) Swarnajyoti Patra et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Cost-Sensitive Active Learning With Lookahead: Optimizing Field Surveys for Remote Sensing Data Classification

(2014) Claudio Persello et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Active and Semisupervised Learning for the Classification of Remote Sensing Images

(2014) Claudio Persello et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A multi-index learning approach for classification of high-resolution remotely sensed images over urban areas

(2014) Xin Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Good practices for estimating area and assessing accuracy of land change

(2014) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery

(2013) Yuqi Tang et al.   IEEE Geoscience and Remote Sensing Letters

Ensemble of Multilayer Perceptrons for Change Detection in Remotely Sensed Images

(2013) Moumita Roy et al.   IEEE Geoscience and Remote Sensing Letters

Combining Multiple Classification Methods for Hyperspectral Data Interpretation

(2013) Andrey Bicalho Santos et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Is There a Preferred Classifier for Operational Thematic Mapping?

(2013) John A. Richards et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Multidirectional and Multiscale Morphological Index for Automatic Building Extraction from Multispectral GeoEye-1 Imagery

(2013) Xin Huang et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images

(2012) Claudio Persello et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery

(2012) Xin Huang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas

(2011) Xin Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

(2011) Devis Tuia et al.   IEEE Journal of Selected Topics in Signal Processing

View Generation for Multiview Maximum Disagreement Based Active Learning for Hyperspectral Image Classification

(2011) Wei Di et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images

(2010) Begüm Demir et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping

(2009) Xin Huang et al.   IEEE Geoscience and Remote Sensing Letters

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

An Active Learning Approach to Hyperspectral Data Classification

(2008) S. Rajan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING