Method for Mapping Rice Fields in Complex Landscape Areas Based on Pre-Trained Convolutional Neural Network from HJ-1 A/B Data

Detection of transverse cirrus bands in satellite imagery using deep learning

(2018) Jeffrey Miller et al.   COMPUTERS & GEOSCIENCES

Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification

(2018) Luis H.S. Vogado et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Land cover classification and wetland inundation mapping using MODIS

(2018) Courtney A. Di Vittorio et al.   REMOTE SENSING OF ENVIRONMENT

An object-based convolutional neural network (OCNN) for urban land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

A Modified Spatiotemporal Fusion Algorithm Using Phenological Information for Predicting Reflectance of Paddy Rice in Southern China

(2018) Mengxue Liu et al.   Remote Sensing

A Rice Mapping Method Based on Time-Series Landsat Data for the Extraction of Growth Period Characteristics

(2018) Jing Liao et al.   Sustainability

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

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

A Time-Weighted Dynamic Time Warping Method for Land-Use and Land-Cover Mapping

(2016) Victor Maus et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine

(2016) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Rice Cropping Systems in Vietnam Using an NDVI-Based Time-Series Similarity Measurement Based on DTW Distance

(2016) Xudong Guan et al.   Remote Sensing

The DTW-based representation space for seismic pattern classification

(2015) Mauricio Orozco-Alzate et al.   COMPUTERS & GEOSCIENCES

Deep learning

(2015) Yann LeCun et al.   NATURE

Tracking the dynamics of paddy rice planting area in 1986–2010 through time series Landsat images and phenology-based algorithms

(2015) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks

(2015) Jun Yue et al.   Remote Sensing Letters

Rice Fields Mapping in Fragmented Area Using Multi-Temporal HJ-1A/B CCD Images

(2015) Jing Wang et al.   Remote Sensing

Rice by the numbers: A good grain

(2014) Emily Elert   NATURE

Land Cover Classification of Landsat Data with Phenological Features Extracted from Time Series MODIS NDVI Data

(2014) Kun Jia et al.   Remote Sensing

Support vector machines and object-based classification for obtaining land-use/cover cartography from Hyperion hyperspectral imagery

(2011) George P. Petropoulos et al.   COMPUTERS & GEOSCIENCES

Classification of MODIS EVI time series for crop mapping in the state of Mato Grosso, Brazil

(2011) Damien Arvor et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Discriminating different landuse types by using multitemporal NDXI in a rice planting area

(2010) Xian-Zhang Pan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Support vector machines in remote sensing: A review

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

Mapping rice planting areas in southern China using the China Environment Satellite data

(2010) Jinsong Chen et al.   MATHEMATICAL AND COMPUTER MODELLING

Weighted dynamic time warping for time series classification

(2010) Young-Seon Jeong et al.   PATTERN RECOGNITION

Food Security: The Challenge of Feeding 9 Billion People

(2010) H. C. J. Godfray et al.   SCIENCE

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT