Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes. - Vanessa Böhm; Wei Ji Leong; Ragini Bal Mahesh; Ioannis Prapas; Edoardo Nemni; Freddie Kalaitzis; Siddha Ganju; Raúl Ramos-Pollán (CoRR, 2022)

SAR-based landslide classification pretraining leads to better segmentation. - Vanessa Böhm; Wei Ji Leong; Ragini Bal Mahesh; Ioannis Prapas; Edoardo Nemni; Freddie Kalaitzis; Siddha Ganju; Raúl Ramos-Pollán (CoRR, 2022)

Deep learning based landslide density estimation on SAR data for rapid response. - Vanessa Boehm; Wei Ji Leong; Ragini Bal Mahesh; Ioannis Prapas; Edoardo Nemni; Freddie Kalaitzis; Siddha Ganju; Raúl Ramos-Pollán (CoRR, 2022)

Deep Learning for Forest Canopy Height Estimation from SAR. - Ragini Bal Mahesh; Ronny Hänsch (IGARSS, 2023)

Forest Height Estimation With TanDEM-X SAR and InSAR Features Using Deep Learning. - Ragini Bal Mahesh; Ronny Hänsch (IEEE Geosci. Remote. Sens. Lett., 2024)

Better Coherence, Better Height: Fusing Physical Models and Deep Learning for Forest Height Estimation from Interferometric SAR Data. - Ragini Bal Mahesh; Ronny Hänsch (CVPR Workshops, 2025)