Abstract: Understanding a plant’s root system architecture (RSA) is crucial for a variety of plant science problem domains including sustainability and climate adaptation. Minirhizotron (MR) technology is a widely-used approach for phenotyping RSA non-destructively by capturing root imagery over time.… Read More
PRMI accepted to AI for Agriculture and Food Systems (AIAFS), 2022!
Congratulations to our labmates and collaborators: Weihuang Xu, Guohao Yu, Yiming Cui, Romain Gloaguen, Alina Zare, Jason Bonnette, Joel Reyes-Cabrera, Ashish Rajurkar, Diane Rowland, Roser Matamala, Julie D. Jastrow, Thomas E. Juenger, Felix B. Fritschi! Their paper, “PRMI: A Dataset… Read More
Congratulations to Fall 2021 graduate, Zoe Frongillo!
Congratulations to UF’s graduating class of Fall 2021! The MLSL would like to recognize our very own undergraduate researcher, Zoe Frongillo! Zoe is now working at GE Healthcare. Zoe is going to do great things and we are excited to… Read More
Congratulations to Fall 2021 graduate, Nicholas Signori!
Congratulations to UF’s graduating class of Fall 2021! The MLSL would like to recognize our very own undergraduate researcher, Nicholas Signori! Nicholas is now working at Microsoft. Nicholas is going to do great things and we are excited to follow his… Read More
Congratulations to Aaron Zygala, our newest M.S. graduate!
Congratulations to UF’s graduating class of Fall 2021! The MLSL would like to recognize our very own, Aaron Zygala! Aaron obtained a M.S. degree in Electrical and Computer Engineering. He is now working in a tech startup company. Great… Read More
WELCOME NEW MASTER’S STUDENT MATT WEIN!
The Machine Learning and Sensing Lab is excited to welcome Matt Wein as a new Masters student! Matt received his BS degree in Civil & Structural Engineering from the University of Florida in 2016. After spending several years as a… Read More
Histogram Layers for Texture Analysis accepted to IEEE TAI, 2021!
Congratulations to our labmates and collaborators: Joshua Peeples, Weihuang Xu, and Alina Zare! Their paper, “Histogram Layers for Texture Analysis”, was recently accepted to IEEE Transactions on Artificial Intelligence, 2021. In the paper, the authors present a localized histogram layer… Read More
GatorSense Lab at COLLABORATE 2025, Greater Gainesville Chamber Investors Meeting
It was a great pleasure that we were invited by the Greater Gainesville Chamber to share our work at the COLLABORATE 2025 – Investors Meeting on December 14th, 2021 at The Cade Museum for Creativity and Invention. Dr. Zare talked about the research we do… Read More
Image-to-Height Domain Translation for Synthetic Aperture Sonar
Abstract: Observations of seabed texture with synthetic aperture sonar are dependent upon several factors. In this work, we focus on collection geometry with respect to isotropic and anisotropic textures. The low grazing angle of the collection geometry, combined with orientation… Read More
Jointly Optimized Spatial Histogram UNET Architecture (JOSHUA) for Adipose Tissue Segmentation
Abstract: Objective: We quantify adipose tissue deposition at surgical sites as a function of biomaterial implantation. Impact Statement: To our knowledge, this study is the first investigation to apply convolutional neural network (CNN) models to identify and segment adipose tissue… Read More