Publications

First Author

• Thermal Image Segmentation in Weedy Fields via Synthetic RGB-Trained Models and GAN-Based Cross-Modality Alignment

• Are vision-language models ready to zero-shot replace supervised classification models in agriculture?

• AGILE: A Diffusion-Based Attention-Guided Image and Label Translation for Efficient Cross-Domain Plant Trait Identification

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Contributed To

• Does Your VFM Speak Plant? The Botanical Grammar of Vision Foundation Models for Object Detection

• A Vision Language Model for Generating Procedural Plant Architecture Representations from Simulated Images

• Using Vision Language Foundation Models to Generate Plant Simulation Configurations via In-Context Learning

• Integration of crop modeling and sensing into molecular breeding for nutritional quality and stress tolerance

• AgRowStitch: A High-fidelity Image Stitching Pipeline for Ground-based Agricultural Images

• Architectural Phenotype Measurements Utilizing High Throughput Phenotyping in Solanaceae Varieties

• Volume Estimation Through High Throughput Phenotyping

• A Vision Language Model for Generating XML-based Organ-level Plant Architecture Representations of Cowpea from Simulated Images