Recent advances on spectral–spatial hyperspectral image classification: An overview and new guidelines L He, J Li, C Liu, S Li IEEE Transactions on Geoscience and Remote Sensing 56 (3), 1579-1597, 2017 | 540 | 2017 |
Naive gabor networks for hyperspectral image classification C Liu, J Li, L He, A Plaza, S Li, B Li IEEE Transactions on Neural Networks and Learning Systems 32 (1), 376-390, 2020 | 59 | 2020 |
Superpixel-Based Semisupervised Active Learning for Hyperspectral Image Classification C Liu, J Li, L He IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 56 | 2019 |
Feature-driven active learning for hyperspectral image classification C Liu, L He, Z Li, J Li IEEE Transactions on Geoscience and Remote Sensing 56 (1), 341-354, 2018 | 52 | 2018 |
SSL4EO-S12: A large-scale multimodal, multitemporal dataset for self-supervised learning in Earth observation [Software and Data Sets] Y Wang, NAA Braham, Z Xiong, C Liu, CM Albrecht, XX Zhu IEEE Geoscience and Remote Sensing Magazine 11 (3), 98-106, 2023 | 50 | 2023 |
Hyperspectral Image Spectral–Spatial-Range Gabor Filtering L He, C Liu, J Li, Y Li, S Li, Z Yu IEEE Transactions on Geoscience and Remote Sensing 58 (7), 4818-4836, 2020 | 26 | 2020 |
Phase-Induced Gabor-Based Multiview Active Learning for Hyperspectral Image Classification R Cai, C Liu, J Li IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021 | 8 | 2021 |
DeCUR: decoupling common & unique representations for multimodal self-supervision Y Wang, CM Albrecht, NAA Braham, C Liu, Z Xiong, XX Zhu arXiv preprint arXiv:2309.05300, 2023 | 5 | 2023 |
Monitoring urban forests from auto-generated segmentation maps CM Albrecht, C Liu, Y Wang, L Klein, XX Zhu IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 5 | 2022 |
Efficient phase-induced gabor cube selection and weighted fusion for hyperspectral image classification RL Cai, CY Liu, J Li Science China Technological Sciences 65 (4), 778-792, 2022 | 5 | 2022 |
Semisupervised Discriminative Random Field for Hyperspectral Image Classification B Liang, C Liu, J Li, A Plaza, JM Bioucas-Dias IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 5 | 2021 |
Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels C Liu, CM Albrecht, Y Wang, XX Zhu 2022 IEEE International Conference on Big Data (Big Data), 4842-4847, 2022 | 2 | 2022 |
A New Spatio-Temporal Fusion Method for Remotely Sensed Data Based on Convolutional Neural Networks Y Li, C Liu, L Yan, J Li, A Plaza, B Li IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 1 | 2019 |
Accessibility-Free Active Learning for Hyperspectral Image Classification C Liu, J Li, ME Paoletti, JM Haut, A Plaza, Q Shi IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 1 | 2019 |
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation C Liu, C Albrecht, Y Wang, XX Zhu arXiv preprint arXiv:2405.01217, 2024 | | 2024 |
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation C Liu, CM Albrecht, Y Wang, Q Li, XX Zhu IEEE Transactions on Geoscience and Remote Sensing, 2024 | | 2024 |
Task Specific Pretraining with Noisy Labels for Remote sensing Image Segmentation C Liu, C Albrecht, Y Wang, XX Zhu arXiv preprint arXiv:2402.16164, 2024 | | 2024 |
DeepLCZChange: A REMOTE SENSING DEEP LEARNING MODEL ARCHITECTURE FOR URBAN CLIMATE RESILIENCECRediT W Sun, Y Sun, C Liu, CM Albrecht IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience W Sun, Y Sun, C Liu, CM Albrecht arXiv preprint arXiv:2306.06269, 2023 | | 2023 |
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection Y Wang, C Liu, A Tiwari, M Silver, A Karnieli, XX Zhu, CM Albrecht 2022 IEEE International Conference on Big Data (Big Data), 4888-4892, 2022 | | 2022 |