Hamed Alemohammad

21 papers A* 1C 4Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GEO-Bench-2: From Performance to Capability, Rethinking Evaluation in Geospatial AI. CoRR Naomi Simumba, Nils Lehmann, Paolo Fraccaro, Hamed Alemohammad, Geeth de Mel, Salman H. Khan, Manil Maskey, Nicolas Longépé, Xiao Xiang Zhu, Hannah Kerner, Juan Bernabé-Moreno, Alexander Lacoste
2025	J	`jnl`	Leveraging AI multimodal geospatial foundation models for improved near-real-time flood mapping at a global scale. CoRR Mirela G. Tulbure, Julio Caineta, Mark Broich, Mollie D. Gaines, Philippe Rufin, Leon-Friedrich Thomas, Hamed Alemohammad, Jan Hemmerling, Patrick Hostert
2024	J	`jnl`	Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples. CoRR Sam Khallaghi, Rahebe Abedi, Hanan Abou Ali, Hamed Alemohammad, Mary Dziedzorm Asipunu, Ismail Alatise, Nguyen Ha, Boka Luo, Cat Mai, Lei Song, Amos Wussah, Sitian Xiong, Yao-Ting Yao, Qi Zhang, Lyndon D. Estes
2024	J	`jnl`	Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps. CoRR Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres
2024	J	`jnl`	Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications. CoRR Daniela Szwarcman, Sujit Roy, Paolo Fraccaro, Þorsteinn Elí Gíslason, Benedikt Blumenstiel, Rinki Ghosal, Pedro Henrique de Oliveira, João Lucas de Sousa Almeida, Rocco Sedona, Yanghui Kang, Srija Chakraborty, Sizhe Wang, Ankur Kumar, Myscon Truong, Denys Godwin, Hyunho Lee, Chia-Yu Hsu, Ata Akbari Asanjan, Besart Mujeci, Trevor Keenan, Paulo Arévalo, Wenwen Li, Hamed Alemohammad, Pontus Olofsson, Christopher Hain, Robert Kennedy, Bianca Zadrozny, Gabriele Cavallaro, Campbell D. Watson, Manil Maskey, Rahul Ramachandran, Juan Bernabé-Moreno
2024	J	`jnl`	Seeing Through the Clouds: Cloud Gap Imputation with Prithvi Foundation Model. CoRR Denys Godwin, Hanxi Li, Michael Cecil, Hamed Alemohammad
2024	J	`jnl`	Yield estimation from SAR data using patch-based deep learning and machine learning techniques. Comput. Electron. Agric. Mahya G. Z. Hashemi, Pang-Ning Tan, Ehsan Jalilvand, Brook Wilke, Hamed Alemohammad, Narendra N. Das
2023	C	`conf`	Estimating Soil Moisture Profiles by Combining P-Band SAR with Hydrological Modeling. IGARSS Anke Fluhrer, Thomas Jagdhuber, Carsten Montzka, Maike Schumacher, Hamed Alemohammad, Alireza Tabatabaeenejad, Harald Kunstmann, Dara Entekhabi
2023	J	`jnl`	Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran
2023	A*	`conf`	GEO-Bench: Toward Foundation Models for Earth Monitoring. NeurIPS Alexandre Lacoste, Nils Lehmann, Pau Rodríguez, Evan D. Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vázquez, Dava J. Newman, Yoshua Bengio, Stefano Ermon, Xiaoxiang Zhu
2023	J	`jnl`	GEO-Bench: Toward Foundation Models for Earth Monitoring. CoRR Alexandre Lacoste, Nils Lehmann, Pau Rodríguez, Evan David Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Andrew Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vázquez, Dava J. Newman, Yoshua Bengio, Stefano Ermon, Xiao Xiang Zhu
2021	C	`conf`	Complex Permittivity and Penetration Depth Estimation from Airborne P-Band SAR Data Applying a Hybrid Decomposition Method. IGARSS Anke Fluhrer, Thomas Jagdhuber, Alireza Tabatabaeenejad, Hamed Alemohammad, Carsten Montzka, Maike Schumacher, Harald Kunstmann
2021	C	`conf`	Surface Water Detection from Sentinel-1. IGARSS Brookie Guzder-Williams, Hamed Alemohammad
2021	C	`conf`	The Case for Open-Access ML-Ready Geospatial Training Data. IGARSS Hamed Alemohammad
2021	J	`jnl`	Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark. CoRR Alexandre Lacoste, Evan David Sherwin, Hannah Kerner, Hamed Alemohammad, Björn Lütjens, Jeremy Irvin, David Dao, Alex Chang, Mehmet Gunturkun, Alexandre Drouin, Pau Rodríguez, David Vázquez
2020	J	`jnl`	Generating Synthetic Multispectral Satellite Imagery from Sentinel-2. CoRR Tharun Mohandoss, Aditya Kulkarni, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad
2020	J	`jnl`	LandCoverNet: A global benchmark land cover classification training dataset. CoRR Hamed Alemohammad, Kevin Booth
2020	J	`jnl`	Proceedings of the ICLR Workshop on Computer Vision for Agriculture (CV4A) 2020. CoRR Yannis Kalantidis, Laura Sevilla-Lara, Ernest Mwebaze, Dina Machuve, Hamed Alemohammad, David Guerena
2020	J	`jnl`	Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks. CoRR Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad
2019	—	`conf`	Detecting Roads from Satellite Imagery in the Developing World. CVPR Workshops Yoni Nachmany, Hamed Alemohammad
2018	J	`jnl`	Generating a Training Dataset for Land Cover Classification to Advance Global Development. CoRR Yoni Nachmany, Hamed Alemohammad