Radar+ RGB fusion for robust object detection in autonomous vehicle R Yadav, A Vierling, K Berns 2020 IEEE International Conference on Image Processing (ICIP), 1986-1990, 2020 | 44 | 2020 |
Attentive Dual Stream Siamese U-net for Flood Detection on Multi-temporal Sentinel-1 Data R Yadav, A Nascetti, Y Ban IEEE International Geoscience and Remote Sensing Symposium(IGARSS 2022), 2022 | 12 | 2022 |
Unsupervised flood detection on SAR time series using variational autoencoder R Yadav, A Nascetti, H Azizpour, Y Ban International Journal of Applied Earth Observation and Geoinformation 126 …, 2024 | 9* | 2024 |
Building Change Detection using Multi-Temporal Airborne LiDAR Data R Yadav, A Nascetti, Y Ban ISPRS Congress 2022 (https://www.int-arch-photogramm-remote-sens-spatial-inf …, 2022 | 7 | 2022 |
Light-weighted CNN for text classification R Yadav arXiv preprint arXiv:2004.07922, 2020 | 6 | 2020 |
Deep Attentive Fusion network for Flood Detection on Uni-temporal Sentinel-1 Data R Yadav, A Nascetti, Y Ban Frontiers (https://doi.org/10.3389/frsen.2022.1060144), 106, 2022 | 5 | 2022 |
Context-Aware Change Detection With Semi-Supervised Learning R Yadav, A Nascetti, Y Ban IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023 | 2 | 2023 |
A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series R Yadav, A Nascetti, Y Ban IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 1 | 2023 |
Building Height Estimation at 10m across multiple countries using Sentinel Time-Series R Yadav, A Nascetti, Y Ban EGU24, 2024 | | 2024 |
How High are We? Large-Scale Building Height Estimation Using Sentinel-1 Sar and Sentinel-2 Msi Time Series R Yadav, A Nascetti, Y Ban Large-Scale Building Height Estimation Using Sentinel-1 Sar and Sentinel-2 …, 2024 | | 2024 |
BioMassters: A Benchmark Dataset for Forest Biomass Estimation using Multi-modal Satellite Time-series A Nascetti, R Yadav, K Brodt, Q Qu, H Fan, Y Shendryk, I Shah, C Chung Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
Self-Supervised Contrastive Model for Flood Mapping and Monitoring on SAR Time-Series R Yadav, A Nascetti, H Azizpour, Y Ban EGU General Assembly Conference Abstracts, 2023 | | 2023 |
Modified Sen1Floods11 Dataset for Change Detection https://zenodo.org/records/7946594, 2023 | | 2023 |
Supervised and Unsupervised Deep Learning Models for Flood Detection R Yadav KTH Royal Institute of Technology, 2023 | | 2023 |
Flood Detection using Customized U-Net on Sentinel-1 SAR Fused with Ancillary Data Ritu Yadav, Andrea Nascetti, Yifang Ban ESA Living Planet Symposium 2022, 2022 | | 2022 |