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ORCIDHamed Alemohammad
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2020 – today
- 2024
[j1]Mahya G. Z. Hashemi, Pang-Ning Tan, Ehsan Jalilvand, Brook Wilke, Hamed Alemohammad
, Narendra N. Das:
Yield estimation from SAR data using patch-based deep learning and machine learning techniques. Comput. Electron. Agric. 226: 109340 (2024)- [i10]Denys Godwin, Hanxi Li, Michael Cecil, Hamed Alemohammad:
Seeing Through the Clouds: Cloud Gap Imputation with Prithvi Foundation Model. CoRR abs/2404.19609 (2024) - [i9]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:
Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples. CoRR abs/2408.06467 (2024) - 2023
- [c6]Anke Fluhrer, Thomas Jagdhuber, Carsten Montzka, Maike Schumacher, Hamed Alemohammad, Alireza Tabatabaeenejad, Harald Kunstmann, Dara Entekhabi:
Estimating Soil Moisture Profiles by Combining P-Band SAR with Hydrological Modeling. IGARSS 2023: 2846-2849 - [c5]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 Newman, Yoshua Bengio, Stefano Ermon, Xiaoxiang Zhu:
GEO-Bench: Toward Foundation Models for Earth Monitoring. NeurIPS 2023 - [i8]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 Newman, Yoshua Bengio, Stefano Ermon, Xiao Xiang Zhu:
GEO-Bench: Toward Foundation Models for Earth Monitoring. CoRR abs/2306.03831 (2023) - [i7]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:
Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR abs/2310.18660 (2023) - 2021
- [c4]Brookie Guzder-Williams, Hamed Alemohammad:
Surface Water Detection from Sentinel-1. IGARSS 2021: 286-289 - [c3]Hamed Alemohammad:
The Case for Open-Access ML-Ready Geospatial Training Data. IGARSS 2021: 1146-1148 - [c2]Anke Fluhrer, Thomas Jagdhuber, Alireza Tabatabaeenejad, Hamed Alemohammad, Carsten Montzka, Maike Schumacher, Harald Kunstmann:
Complex Permittivity and Penetration Depth Estimation from Airborne P-Band SAR Data Applying a Hybrid Decomposition Method. IGARSS 2021: 5884-5887 - [i6]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:
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark. CoRR abs/2112.00570 (2021) - 2020
- [i5]Yannis Kalantidis, Laura Sevilla-Lara, Ernest Mwebaze, Dina Machuve, Hamed Alemohammad, David Guerena:
Proceedings of the ICLR Workshop on Computer Vision for Agriculture (CV4A) 2020. CoRR abs/2004.11051 (2020) - [i4]Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad:
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks. CoRR abs/2012.03093 (2020) - [i3]Tharun Mohandoss, Aditya Kulkarni, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad:
Generating Synthetic Multispectral Satellite Imagery from Sentinel-2. CoRR abs/2012.03108 (2020) - [i2]Hamed Alemohammad, Kevin Booth:
LandCoverNet: A global benchmark land cover classification training dataset. CoRR abs/2012.03111 (2020)
2010 – 2019
- 2019
- [c1]Yoni Nachmany, Hamed Alemohammad:
Detecting Roads from Satellite Imagery in the Developing World. CVPR Workshops 2019: 83-89 - 2018
- [i1]Yoni Nachmany, Hamed Alemohammad:
Generating a Training Dataset for Land Cover Classification to Advance Global Development. CoRR abs/1811.07998 (2018)
Coauthor Index
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last updated on 2024-10-07 21:17 CEST by the dblp team
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