Personal Information:
Associate professor
Academic Titles:Lecturer
Scientific Research
1. Computational intelligence
Multiobjective optimization
Evolutionary computation
Memetic computation
2. Image interpretation
Hyperspectral image unmixing
Hyperspectral image denoising
3. Sparse representation
Dictionary Learning
Examplar-based learning
- Efficient two-phase multiobjective sparse unmixing approach for hyperspectral data.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.2021,14:2418-2431
- Multiobjective sparse non-negative matrix factorization.IEEE Transactions on Cybernetics.2019,49(8):2941-2954
- A two-phase multiobjective sparse unmixing approach for hyperspectral data.IEEE Transactions on Geoscience and Remote Sensing.2018,56(1):508-523
- Multiobjective endmember extraction based on bilinear mixture model.IEEE Transactions on Geoscience and Remote Sensing.2020,58(11):8192 - 8210
- Optimization methods for regularization-based ill-posed problems: a survey and a multi-objective framework.Frontiers of Computer Science.2017,11(3):362-391
- Multiobjective sparse unmixing approach with noise removal.Proceedings of the Genetic and Evolutionary Computation Conference.2018:681–688
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