Ghent University Academic Bibliography

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A structural subspace clustering approach for hyperspectral band selection

Shaoguang Huang (UGent) , Hongyan Zhang and Aleksandra Pizurica (UGent)

(2022) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 60.
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Hybrid-hypergraph regularized multiview subspace clustering for hyperspectral images

Shaoguang Huang (UGent) , Hongyan Zhang and Aleksandra Pizurica (UGent)

(2022) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 60.
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Fully group convolutional neural networks for robust spectral-spatial feature learning

Xian Li (UGent) , Mingli Ding and Aleksandra Pizurica (UGent)

(2022) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 60.
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Spectral feature fusion networks with dual attention for hyperspectral image classification

Xian Li (UGent) , Mingli Ding and Aleksandra Pizurica (UGent)

(2022) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 60.
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Fractional Gabor convolutional network for multisource remote sensing data classification

Xudong Zhao (UGent) , Ran Tao, Wei Li, Wilfried Philips (UGent) and Wenzhi Liao (UGent)

(2022) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 60.
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Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection

Shaoguang Huang (UGent) , Hongyan Zhang, Jize Xue and Aleksandra Pizurica (UGent)

(2022) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. p.1-15
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- Research Data
Close range hyperspectral camera dataset with high temporal resolution of strawberry with eco-physiological data of one leaf

Olivier Pieters (UGent) , Tom De Swaef, Peter Lootens, Michiel Stock (UGent) , Isabel Roldán-Ruiz (UGent) and Francis wyffels (UGent)

(2020)
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Joint classification of hyperspectral and LiDAR data using hierarchical random walk and deep CNN architecture

Xudong Zhao (UGent) , Ran Tao, Wei Li, Heng-Chao Li, Qian Du, Wenzhi Liao (UGent) and Wilfried Philips (UGent)

(2020) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 58(10). p.7355-7370
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Deep feature fusion via two-stream convolutional neural network for hyperspectral image classification

Xian Li (UGent) , Mingli Ding and Aleksandra Pizurica (UGent)

(2020) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 58(4). p.2615-2629
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Hyperspectral and LiDAR classification with semisupervised graph fusion

Junshi xia, Wenzhi Liao (UGent) and Peijun Du

(2020) IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 17(4). p.666-670

Academic Bibliography

A structural subspace clustering approach for hyperspectral band selection

Hybrid-hypergraph regularized multiview subspace clustering for hyperspectral images

Fully group convolutional neural networks for robust spectral-spatial feature learning

Spectral feature fusion networks with dual attention for hyperspectral image classification

Fractional Gabor convolutional network for multisource remote sensing data classification

Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection

Close range hyperspectral camera dataset with high temporal resolution of strawberry with eco-physiological data of one leaf

Joint classification of hyperspectral and LiDAR data using hierarchical random walk and deep CNN architecture

Deep feature fusion via two-stream convolutional neural network for hyperspectral image classification

Hyperspectral and LiDAR classification with semisupervised graph fusion

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