Graduate Student Researcher
Hamid Kamangir
Graduate Student Researcher
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AIFS Publications
Preprint ⏐ arXiv 2026Preprint ⏐ arXiv 2026Can Synthetic Data Overcome the Generalization Limits of AI-Based Flower and Pod Detection Across Cowpea Breeding Genotypes and Environments?
Kamangir, Hamid,Jonathan Berlingeri,Earl Ranario,Isaac K Uyehara,Lars Lundqvist,Heesup Yun,Christine H Diepenbrock,Brian N Bailey,and Mason EarlesDOI: 10.48550/arXiv.2607.28796
Conference Article ⏐ Conference on Computer Vision and Pattern Recognition 2026Conference Article ⏐ CVPRW 2026Does Your VFM Speak Plant? The Botanical Grammar of Vision Foundation Models for Object Detection
Lundqvist, Lars ,Earl Ranario,Hamid Kamangir,Heesup Yun,Christine H Diepenbrock,Brian N Bailey,and Mason EarlesDOI: 10.48550/arXiv.2604.09920
Preprint ⏐ BioRxiv 2026Preprint ⏐ BioRxiv 2026Genetic Mapping and Genomic Prediction for Agronomic, Grain Compositional, and Sensing-enabled Traits in a Cowpea MAGIC Population Along an Environmental Gradient
Berlingeri, Jonathan,Sassoum Lo,Margaret Riggs,Heesup Yun,Hamid Kamangir,Earl Ranario,Isaac K Uyehara,Ismael Mayanja,Astrid Lao,Isaac Dramadri,Patrick Ongom,Ousmane Boukar,Antonia Palkovic,Brian N Bailey,Mason Earles,Bao-Lam Huynh,and Christine H DiepenbrockDOI: 10.64898/2026.08.04.742818- Journal Article ⏐ IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2026Journal Article ⏐ IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing 2026
CMAViT: Integrating Climate, Management, and Remote Sensing Data for Crop Yield Prediction With Multimodel Vision Transformers
DOI: 10.1109/jstars.2026.3669511 - Journal Article ⏐ International Journal of Applied Earth Observation and Geoinformation 2025Journal Article ⏐ International Journal of Applied Earth Observation and Geoinformation 2025
Predicting Crop Yield Lows Through the Highs Via Binned Deep Imbalanced Regression: A Case Study on Vineyards
DOI: 10.1016/j.jag.2025.104536 
Journal Article ⏐ Computers and Electronics in Agriculture 2024Journal Article ⏐ Computers and Electronics in Agriculture 2024Large-scale Spatio-temporal Yield Estimation Via Deep Learning Using Satellite and Management Data Fusion in Vineyards
DOI: 10.1016/j.compag.2023.108439- Preprint ⏐ arXiv 2021Preprint ⏐ arXiv 2021
Simultaneously Predicting Multiple Plant Traits From Multiple Sensors Via Deformable CNN Regression
DOI: 10.48550/arxiv.2112.03205