Hongyan Zhang

Publications

• From model-based optimization algorithms to deep learning models for clustering hyperspectral images
• Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection
• A structural subspace clustering approach for hyperspectral band selection
• Hybrid-hypergraph regularized multiview subspace clustering for hyperspectral images
• Subspace clustering for hyperspectral images via dictionary learning with adaptive regularization
• Sketch-based Subspace Clustering of Hyperspectral Images
• Sketched Sparse Subspace Clustering for Large-Scale Hyperspectral Images
• Landmark-based large-scale sparse subspace clustering method for hyperspectral images
• Semisupervised sparse subspace clustering method with a joint sparsity constraint for hyperspectral remote sensing images
• Joint sparsity based sparse subspace clustering for hyperspectral images
• A robust sparse representation model for hyperspectral image classification
• Robust joint sparsity model for hyperspectral image classification
• Exploiting the low-rank property of hyperpsectral imagery: a technical overview
• Fusion of Spectral And Spatial Information for Land Cover Classification
• Hyperspectral image kernel sparse subspace clustering with spatial max pooling operation
• Hyperspectral unmixing by reweighted low rank and total variation
• Paint loss detection in old paintings by sparse representation classification