Performance evaluation of convolutional neural network at hyperspectral and multispectral resolution for classification
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[1] M. Govender,et al. A comparison of satellite hyperspectral and multispectral remote sensing imagery for improved classification and mapping of vegetation , 2019, Water SA.
[2] Bo Huang,et al. Urban land-use mapping using a deep convolutional neural network with high spatial resolution multispectral remote sensing imagery , 2018, Remote Sensing of Environment.
[3] Gang Wang,et al. Deep Learning-Based Classification of Hyperspectral Data , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[4] Tao Liu,et al. Deep convolutional neural network training enrichment using multi-view object-based analysis of Unmanned Aerial systems imagery for wetlands classification , 2018 .
[5] Xiuping Jia,et al. Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks , 2016, IEEE Transactions on Geoscience and Remote Sensing.
[6] Yun Shi,et al. 3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images , 2018, Remote. Sens..
[7] Ying Li,et al. Spectral-Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network , 2017, Remote. Sens..
[8] Chris Roelfsema,et al. Mapping seagrass species, cover and biomass in shallow waters : An assessment of satellite multi-spectral and airborne hyper-spectral imaging systems in Moreton Bay (Australia) , 2008 .
[9] Nataliia Kussul,et al. Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data , 2017, IEEE Geoscience and Remote Sensing Letters.
[10] Sen Jia,et al. Convolutional neural networks for hyperspectral image classification , 2017, Neurocomputing.
[11] Ying Li,et al. Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning , 2019, IEEE Transactions on Geoscience and Remote Sensing.
[12] Raymond Y. K. Lau,et al. Hyperspectral Image Classification With Deep Learning Models , 2018, IEEE Transactions on Geoscience and Remote Sensing.
[13] Ben Somers,et al. Multitemporal Chlorophyll Mapping in Pome Fruit Orchards from Remotely Piloted Aircraft Systems , 2019, Remote. Sens..
[14] Nicolas Audebert,et al. Deep Learning for Classification of Hyperspectral Data: A Comparative Review , 2019, IEEE Geoscience and Remote Sensing Magazine.
[15] P. Gamba,et al. URBAN LAND COVER MAPPING USING HYPERSPECTRAL AND MULTISPECTRAL VHR SENSORS: SPATIAL VERSUS SPECTRAL RESOLUTION , 2005 .
[16] D. Nagesh Kumar,et al. Spectral-spatial classification of hyperspectral data with mutual information based segmented stacked autoencoder approach , 2018 .
[17] K. Wayne Forsythe,et al. COMPARING HYPERSPECTRAL AND MULTISPECTRAL IMAGERY FOR LAND CLASSIFICATION OF THE LOWER DON RIVER, TORONTO , 2013 .
[18] Antonio Plaza,et al. A new deep convolutional neural network for fast hyperspectral image classification , 2017, ISPRS Journal of Photogrammetry and Remote Sensing.
[19] Xing Zhao,et al. Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[20] Yun Zhang,et al. Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery , 2018, Remote. Sens..