Publication
2025
- Ma, W. , Karakus, O. and Rosin, P. L. 2025. DiverseNet: Decision diversified semi-supervised semantic segmentation networks for remote sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 18 , pp.14258-14271. (10.1109/jstars.2025.3574229)
- Ma, W. , Karakuş, O. and Rosin, P. L. 2025. Patch-GAN transfer learning with reconstructive models for cloud removal. Presented at: 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane, Australia 3-8 August 2025. Proceedings of the International Geoscience and Remote Sensing Symposium. IEEE. , pp.6275-6279. (10.1109/igarss55030.2025.11243736)
2024
- Ma, W. 2024. Towards minimal supervision for semantic segmentation of remote sensing imagery. PhD Thesis , Cardiff University.
- Ma, W. , Rosin, P. L. and Karakus, O. 2024. Knowledge distillation for road detection based on cross-model semi-supervised learning. Presented at: IEEE International Geoscience and Remote Sensing Symposium Athens, Greece 07-12 July 2024. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.8173-8178. (10.1109/IGARSS53475.2024.10641270)
2023
- Booth, H. , Ma, W. and Karakuş, O. 2023. High-precision density mapping of marine debris and floating plastics via satellite imagery. Scientific Reports 13 6822. (10.1038/s41598-023-33612-2)
2022
- Ma, W. , Karakuş, O. and Rosin, P. L. 2022. AMM-FuseNet: attention-based multi-modal image fusion network for land cover mapping. Remote Sensing 14 (18) 4458. (10.3390/rs14184458)
Articles
- Booth, H. , Ma, W. and Karakuş, O. 2023. High-precision density mapping of marine debris and floating plastics via satellite imagery. Scientific Reports 13 6822. (10.1038/s41598-023-33612-2)
- Ma, W. , Karakuş, O. and Rosin, P. L. 2022. AMM-FuseNet: attention-based multi-modal image fusion network for land cover mapping. Remote Sensing 14 (18) 4458. (10.3390/rs14184458)
- Ma, W. , Karakus, O. and Rosin, P. L. 2025. DiverseNet: Decision diversified semi-supervised semantic segmentation networks for remote sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 18 , pp.14258-14271. (10.1109/jstars.2025.3574229)
Conferences
- Ma, W. , Karakuş, O. and Rosin, P. L. 2025. Patch-GAN transfer learning with reconstructive models for cloud removal. Presented at: 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane, Australia 3-8 August 2025. Proceedings of the International Geoscience and Remote Sensing Symposium. IEEE. , pp.6275-6279. (10.1109/igarss55030.2025.11243736)
- Ma, W. , Rosin, P. L. and Karakus, O. 2024. Knowledge distillation for road detection based on cross-model semi-supervised learning. Presented at: IEEE International Geoscience and Remote Sensing Symposium Athens, Greece 07-12 July 2024. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE. , pp.8173-8178. (10.1109/IGARSS53475.2024.10641270)
Thesis
- Ma, W. 2024. Towards minimal supervision for semantic segmentation of remote sensing imagery. PhD Thesis , Cardiff University.
