Research Explorer

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Project

Towards Reliable Land Cover Change Detection from Multi-Sensor Data (REALISE)

Outputs and Outcomes

Publications

From model-based optimization algorithms to deep learning models for clustering hyperspectral images

Shaoguang HuangHongyan ZhangHaijin ZengAleksandra Pizurica

A1 Journal Article in REMOTE SENSING

HSIToolbox : a web-based application for the classification of hyperspectral images

Zeno DhaeneNina ŽižakićShaoguang HuangXian LiAleksandra Pizurica

A1 Journal Article in SOFTWAREX

Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection

Shaoguang HuangHongyan ZhangJize XueAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Subspace clustering for hyperspectral images via dictionary learning with adaptive regularization

Shaoguang HuangHongyan ZhangAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A structural subspace clustering approach for hyperspectral band selection

Shaoguang HuangHongyan ZhangAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING