Brian N. Bailey

According to our database, Brian N. Bailey authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

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

Lars Lundqvist, Earl Ranario, Hamid Kamangir, Heesup Yun, Christine H. Diepenbrock, Brian N. Bailey, J. Mason Earles

CoRR, April, 2026

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

Heesup Yun, Isaac Kazuo Uyehara, Ioannis Droutsas, Earl Ranario, Christine H. Diepenbrock, Brian N. Bailey, J. Mason Earles

CoRR, March, 2026

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

Heesup Yun, Isaac Kazuo Uyehara, Earl Ranario, Lars Lundqvist, Christine H. Diepenbrock, Brian N. Bailey, J. Mason Earles

CoRR, March, 2026

2025

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

Earl Ranario, Ismael Mayanja, Heesup Yun, Brian N. Bailey, J. Mason Earles

CoRR, September, 2025

PhoTorch: A robust and generalized biochemical photosynthesis model fitting package based on PyTorch.

Tong Lei, Kyle T. Rizzo, Brian N. Bailey

CoRR, January, 2025

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

Earl Ranario, Lars Lundqvist, Heesup Yun, Brian N. Bailey, J. Mason Earles

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

A text-based, generative deep learning model for soil reflectance spectrum simulation in the VIS-NIR (400-2499 nm) bands.

Tong Lei, Brian N. Bailey

CoRR, 2024

Walnut Detection Through Deep Learning Enhanced by Multispectral Synthetic Images.

Kaiming Fu, Tong Lei, Maryia Halubok, Brian N. Bailey

CoRR, 2024

Computer-aided design and optimization of a multi-level fruit catching system for fresh-market fruit harvesting.

Kaiming Fu, Stavros G. Vougioukas, Brian N. Bailey

Comput. Electron. Agric., 2024

VisTA-SR: Improving the Accuracy and Resolution of Low-Cost Thermal Imaging Cameras for Agriculture.

Heesup Yun, Sassoum Lo, Christine H. Diepenbrock, Brian N. Bailey, J. Mason Earles

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DAVIS-Ag: A Synthetic Plant Dataset for Prototyping Domain-Inspired Active Vision in Agricultural Robots.

Taeyeong Choi, Dario Guevara, Zifei Cheng, Grisha Bandodkar, Chonghan Wang, Brian N. Bailey, Mason Earles, Xin Liu

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Fusion-Driven Tree Reconstruction and Fruit Localization: Advancing Precision in Agriculture.

Kaiming Fu, Peng Wei, Juan Villacrés, Zhaodan Kong, Stavros G. Vougioukas, Brian N. Bailey

CoRR, 2023

DAVIS-Ag: A Synthetic Plant Dataset for Developing Domain-Inspired Active Vision in Agricultural Robots.

Taeyeong Choi, Dario Guevara, Grisha Bandodkar, Zifei Cheng, Chonghan Wang, Brian N. Bailey, Mason Earles, Xin Liu

CoRR, 2023

An Open Source Simulation Toolbox for Annotation of Images and Point Clouds in Agricultural Scenarios.

Dario Guevara, Amogh Joshi, Pranav Raja, Elizabeth Forrestel, Brian N. Bailey, Mason Earles

Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

2022

Errors in the Estimation of Leaf Area Density From Aerial LiDAR Data: Influence of Statistical Sampling and Heterogeneity.

Maryia Halubok, Adam K. Kochanski, Rob Stoll, Brian N. Bailey

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection.

Zhenghao Fei, Alex Olenskyj, Brian N. Bailey, Mason Earles

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021