Spectral Imagery Tensor Decomposition for Semantic Segmentation of Remote Sensing Data through Fully Convolutional Networks

Multispectral Transforms Using Convolution Neural Networks for Remote Sensing Multispectral Image Compression

(2019) Jin Li et al.   Remote Sensing

Tensor Based Multiscale Low Rank Decomposition for Hyperspectral Images Dimensionality Reduction

(2019) Jinliang An et al.   Remote Sensing

Tensor Discriminant Analysis via Compact Feature Representation for Hyperspectral Images Dimensionality Reduction

(2019) Jinliang An et al.   Remote Sensing

Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning

(2018) Ronald Kemker et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Low-rank tensor learning for classification of hyperspectral image with limited labeled samples

(2018) Zhi He et al.   SIGNAL PROCESSING

Tensor-Factorized Neural Networks

(2018) Jen-Tzung Chien et al.   IEEE Transactions on Neural Networks and Learning Systems

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

(2016) Xian Guo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking

(2016) Qi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

(2015) Andrzej Cichocki et al.   IEEE SIGNAL PROCESSING MAGAZINE

Compression of hyperspectral remote sensing images by tensor approach

(2015) Lefei Zhang et al.   NEUROCOMPUTING

A novel approach to hyperspectral band selection based on spectral shape similarity analysis and fast branch and bound search

(2013) Shijin Li et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

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

Heathland conservation status mapping through integration of hyperspectral mixture analysis and decision tree classifiers

(2012) S. Delalieux et al.   REMOTE SENSING OF ENVIRONMENT

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW