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Ritu Yadav
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Year
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
442020
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
122022
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
72022
Light-weighted CNN for text classification
R Yadav
arXiv preprint arXiv:2004.07922, 2020
62020
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
52022
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
22023
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
12023
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
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