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Enabling Plant Phenotyping in Weedy Environments using Multi-Modal Imagery via Synthetic and Generated Training Data

1 minute read

Authors: Earl Ranario, Ismael Mayanja, Heesup Yun, Brian N Bailey, J Mason Earles Accurate plant segmentation in thermal imagery remains a significant chall...

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

1 minute read

Authors: Jonathan Berlingeri, Abelina Fuentes, Earl Ranario, Heesup Yun, Ellen Y Rim, Oscar Garrett, Alexander Howard, Mary-Francis LaPorte, Sassoum Lo, Duke...

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

1 minute read

Authors: Isaac Kazuo Uyehara, Heesup Yun, Earl Ranario, Mason Earles Agricultural imaging often requires individual images to be stitched together into a fi...

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

6 minute read

Authors: Earl Ranario, Lars Lundqvist, Heesup Yun, Brian N. Bailey, J. Mason Earles Semantically consistent cross-domain image translation facilitates the g...

Proof of Concept: RGB to Multispectral Reconstruction using Transformer-Based Spectral Conditioning

5 minute read

Authors: Earl Ranario, Shreya Kulkarni, and Shreya Maddhali RGB imaging is widely used but needs more depth of information than multispectral cameras provid...

Earl Ranario

Recent Posts

Enabling Plant Phenotyping in Weedy Environments using Multi-Modal Imagery via Synthetic and Generated Training Data

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

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

Proof of Concept: RGB to Multispectral Reconstruction using Transformer-Based Spectral Conditioning