Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images

(2018) Lefei Zhang et al.   IEEE Transactions on Cybernetics

Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery

(2017) Grant J. Scott et al.   IEEE Geoscience and Remote Sensing Letters

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Learning a Transferable Change Rule from a Recurrent Neural Network for Land Cover Change Detection

(2016) Haobo Lyu et al.   Remote Sensing

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Conditional Random Fields for Multitemporal and Multiscale Classification of Optical Satellite Imagery

(2015) Thorsten Hoberg et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Hidden Markov Models Approach for Crop Classification: Linking Crop Phenology to Time Series of Multi-Sensor Remote Sensing Data

(2015) Sofia Siachalou et al.   Remote Sensing

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

(2015) Fan Hu et al.   Remote Sensing

Feature Selection of Time Series MODIS Data for Early Crop Classification Using Random Forest: A Case Study in Kansas, USA

(2015) Pengyu Hao et al.   Remote Sensing

Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images

(2014) Christopher Conrad et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Crop type mapping using spectral–temporal profiles and phenological information

(2012) Saskia Foerster et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Object-based crop identification using multiple vegetation indices, textural features and crop phenology

(2011) José M. Peña-Barragán et al.   REMOTE SENSING OF ENVIRONMENT

A multi-temporal method for cloud detection, applied to FORMOSAT-2, VENµS, LANDSAT and SENTINEL-2 images

(2010) O. Hagolle et al.   REMOTE SENSING OF ENVIRONMENT

Per-Field Irrigated Crop Classification in Arid Central Asia Using SPOT and ASTER Data

(2010) Christopher Conrad et al.   Remote Sensing