A computationally efficient multi-domain active learning method for crop mapping using satellite image time-series

Multiple Kernel Learning for Remote Sensing Image Classification

(2018) Saeid Niazmardi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Similarity-Based Multiple Kernel Learning Algorithms for Classification of Remotely Sensed Images

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

Isolating type-specific phenologies through spectral unmixing of satellite time series

(2017) Jyoteshwar R. Nagol et al.   International Journal of Digital Earth

Optimization of spectral indices and long-term separability analysis for classification of cereal crops using multi-spectral RapidEye imagery

(2016) Henning Gerstmann et al.   International Journal of Applied Earth Observation and Geoinformation

Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data

(2015) Yuhang Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms

(2015) Heather McNairn et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Analysis of uncertainty in multi-temporal object-based classification

(2015) Fabian Löw et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Active Learning: Any Value for Classification of Remotely Sensed Data?

(2013) Melba M. Crawford et al.   PROCEEDINGS OF THE IEEE

Representative Multiple Kernel Learning for Classification in Hyperspectral Imagery

(2012) Yanfeng Gu et al.   IEEE TRANSACTIONS ON GEOSCIENCE 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

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

Active Learning Methods for Remote Sensing Image Classification

(2009) D. Tuia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sample size determination for image classification accuracy assessment and comparison

(2009) Giles M. Foody   INTERNATIONAL JOURNAL OF REMOTE SENSING

The use of high‐resolution image time series for crop classification and evapotranspiration estimate over an irrigated area in central Morocco

(2007) V. Simonneaux et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING