Congratulations to our labmate, Xiaolei Guo, for passing her Oral Qualifying Exam and becoming a PhD candidate! For the remainder of her PhD work, Xiaolei plans to investigate fundamental research questions on “Interactive Segmentation with Deep Metric Learning”. We are… Read More
NewsNews
Benchmark Dataset Accepted To Plos Computational Biology!
Congratulations to our labmates and collaborators: Ben Weinstein, Sarah Graves, Sergio Marconi, Aditya Singh, Alina Zare, Dylan Stewart, Stephanie Bohlman and Ethan P. White! Their paper, “A benchmark dataset for individual tree crown delineation in co-registered airborne RGB, LiDAR and… Read More
RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation
Abstract: Supervised methods for object delineation in remote sensing require labeled ground-truth data. Gathering sufficient high quality ground-truth data is difficult, especially when targets are of irregular shape or difficult to distinguish from background or neighboring objects. Tree crown delineation… Read More
Congratulations to Spring 2021 graduate, Chandler Trousdale!
Congratulations to UF’s graduating class of Spring 2021! The MLSL would like to recognize our very own undergraduate researcher, Chandler Trousdale! After graduation, Chandler will be entering the workforce as a software engineer at OMP. Chandler is going to do… Read More
Congratulations to Spring 2021 graduate, Anna Hampton!
Congratulations to UF’s graduating class of Spring 2021! The MLSL would like to recognize our very own undergraduate researcher, Anna Hampton! Anna will be helping out in the lab this summer while she decides on her next steps. Anna is… Read More
Congratulations to Spring 2021 graduate, Daniel Rodriguez!
Congratulations to UF’s graduating class of Spring 2021! The MLSL would like to recognize our very own undergraduate researcher, Daniel Rodriguez! After graduation, Daniel plans to stay at UF to perform bio-statistics in the Department of Anesthesiology. Daniel will be… Read More
Zare awarded for ECE excellence!
Congratulations to Alina Zare for winning a 2021 ECE Excellence Award! Dr. Zare was recognized by the University of Florida’s Electrical & Computer Engineering Department for her outstanding faculty service. Specifically, she was awarded for her role as the department’s… Read More
Bidirectional LSTM accepted to IEEE EMB!
Congratulations to Gatorsense alumni, Changzhe Jiao and Chao Chen, as well as Alina Zare and collaborators Shuipong Guo, Dong Hai, Bo-Yu Su, Marjorie Skubic , Licheng Jiao and Domonic Ho! Their paper, “Non-Invasive Heart Rate Estimation from Ballistocardiograms using Bidirectional… Read More
Non-Invasive Heart Rate Estimation From Ballistocardiograms Using Bidirectional LSTM Regression
Abstract: Non-invasive heart rate estimation is of great importance in daily monitoring of cardiovascular diseases. In this paper, a bidirectional long short term memory (bi-LSTM) regression network is developed for non-invasive heart rate estimation from the ballistocardiograms (BCG) signals. The… Read More
Peeples presented in BU online seminar series!
Our labmate, Josh Peeples, recently presented in Boston University’s virtual ECE seminar! Josh presented his current dissertation work on “Connecting the Past and Present: Histogram Layers for Texture Analysis”. During his talk, Josh explored the use of deep learning to discover… Read More