Publikationer av - Ritu
Refereegranskade
Artiklar
[1]
R. Yadav et al., "Unsupervised flood detection on SAR time series using variational autoencoder," International Journal of Applied Earth Observation and Geoinformation, vol. 126, 2024.
[2]
R. Yadav, A. Nascetti och Y. Ban, "Deep attentive fusion network for flood detection on uni-temporal Sentinel-1 data," Frontiers in Remote Sensing, vol. 3, 2022.
Konferensbidrag
[3]
R. Yadav, A. Nascetti och Y. Ban, "A CNN regression model to estimate buildings height maps using Sentinel-1 SAR and Sentinel-2 MSI time series," i Proceedings IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023.
[4]
A. Nascetti et al., "BioMassters: A Benchmark Dataset for Forest Biomass Estimation using Multi-modal Satellite Time Series," i Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023, 2023.
[5]
R. Yadav, A. Nascetti och Y. Ban, "Context-Aware Change Detection With Semi-Supervised Learning," i Proceedings IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023.
[6]
R. Yadav et al., "Self-Supervised Contrastive Model for Flood Mapping and Monitoring on SAR Time-Series," i EGU23 General Assembly, Vienna, Austria & Online, 23–28 April 2023, 2023.
[7]
R. Yadav, A. Nascetti och Y. Ban, "Attentive Dual Stream Siamese U-net for Flood Detection on Multi-temporal Sentinel-1 Data," i Proceedings IEEE International Geoscience and Remote Sensing Symposium IGARSS 2022, 2022, s. 5222-5225.
[8]
R. Yadav, Y. Ban och A. Nascetti, "Building Change Detection using Multi-Temporal Airborne LiDAR Data," i Proceedings XXIV ISPRS Congress (2022 edition), 6–11 June 2022, Nice, France, 2022.
Icke refereegranskade
Avhandlingar
[9]
R. Yadav, "Supervised and Unsupervised Deep Learning Models for Flood Detection," Licentiatavhandling Stockholm : KTH Royal Institute of Technology, TRITA-ABE-DLT, 2344, 2023.
Övriga
[10]
R. Yadav et al., "Unsupervised Flood Detection on SAR Time Series using Variational Autoencoder," (Manuskript).
Senaste synkning med DiVA:
2024-11-17 04:39:00