| A CNN-transformer network with multiscale context aggregation for fine-grained cropland change detection M Liu, Z Chai, H Deng, R Liu IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 230 | 2022 |
| Hyperspectral image denoising using a 3-D attention denoising network Q Shi, X Tang, T Yang, R Liu, L Zhang IEEE Transactions on Geoscience and Remote Sensing 59 (12), 10348-10363, 2021 | 177 | 2021 |
| An improved quantum-behaved particle swarm optimization for endmember extraction B Du, Q Wei, R Liu IEEE Transactions on Geoscience and Remote Sensing 57 (8), 6003-6017, 2019 | 95 | 2019 |
| Hyperspectral unmixing via double abundance characteristics constraints based NMF R Liu, B Du, L Zhang Remote Sensing 8 (6), 464, 2016 | 40 | 2016 |
| A novel endmember extraction method for hyperspectral imagery based on quantum-behaved particle swarm optimization R Liu, L Zhang, B Du IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017 | 37 | 2017 |
| An improved multiobjective discrete particle swarm optimization for hyperspectral endmember extraction L Tong, B Du, R Liu, L Zhang IEEE Transactions on Geoscience and Remote Sensing 57 (10), 7872-7882, 2019 | 36 | 2019 |
| MDAS: A new multimodal benchmark dataset for remote sensing J Hu, R Liu, D Hong, A Camero, J Yao, M Schneider, F Kurz, K Segl, ... Earth System Science Data 15 (1), 113-131, 2023 | 33 | 2023 |
| ANSGA-III: A multiobjective endmember extraction algorithm for hyperspectral images Q Cheng, B Du, L Zhang, R Liu IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 26 | 2019 |
| Endmember bundle extraction based on multiobjective optimization R Liu, X Zhu IEEE Transactions on Geoscience and Remote Sensing 59 (10), 8630-8645, 2020 | 21 | 2020 |
| Multiobjective optimized endmember extraction for hyperspectral image R Liu, B Du, L Zhang Remote Sensing 9 (6), 558, 2017 | 18 | 2017 |
| Dual temporal gated multi-graph convolution network for taxi demand prediction T Yang, X Tang, R Liu Neural Computing and Applications 35 (18), 13119-13134, 2023 | 14 | 2023 |
| An iterative GLRT for hyperspectral target detection based on spectral similarity and spatial connectivity characteristics L Chen, J Liu, S Sun, W Chen, B Du, R Liu IEEE Transactions on Geoscience and Remote Sensing 61, 1-11, 2023 | 14 | 2023 |
| Endmember bundle extraction based on improved multiobjective particle swarm optimization R Liu, P Wang, B Du, B Qu IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023 | 13 | 2023 |
| A novel endmember bundle extraction framework for capturing endmember variability by dynamic optimization R Liu, C Lei, L Xie, X Qin IEEE Transactions on Geoscience and Remote Sensing 62, 1-17, 2024 | 8 | 2024 |
| Hyperspectral endmember extraction by (μ+ λ) multiobjective differential evolution algorithm based on ranking multiple mutations L Tong, B Du, R Liu, L Zhang, KC Tan IEEE Transactions on Geoscience and Remote Sensing 59 (3), 2352-2364, 2020 | 7 | 2020 |
| Two-stage evolutionary algorithm based on subspace specified searching for hyperspectral endmember extraction C Lei, R Liu, Y Tian IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 5 | 2023 |
| Multiobjective endmember extraction for hyperspectral image R Liu, B Du, L Zhang 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017 | 3 | 2017 |
| Hyperspectral remote sensing image processing by using quantum optimization algorithm L Zhang, R Liu, B Du Geomatics and Information Science of Wuhan University 43 (12), 1811-1818, 2018 | 2 | 2018 |
| An Adaptive Unmixing Method Based on Iterative Multi-Objective Optimization for Surface Water Fraction Mapping (IMOSWFM) Using Zhuhai-1 Hyperspectral Images C Lei, R Liu, Z Kuang, R Deng Remote Sensing 16 (21), 4038, 2024 | 1 | 2024 |
| Multiobjective multi-space collaboration model for addressing spectral variability in hyperspectral image unmixing P Wang, L Xie, X Qin, R Liu Applied Soft Computing 170, 112679, 2025 | | 2025 |