Graduate Student Researcher
Hamid Kamangir
Graduate Student Researcher
>_
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