Joseph Geisz: Research
Publications:
CSU Fort Collins: PhD in progress
Sandia National Labs Internship
SAND report:
Applications of Artificial Intelligence to Radar
USGS Great Lakes Science Center/Michigan Tech Great Lakes Research Center
Papers:
Classification of Lakebed Geologic Substrate in Autonomously Collected Benthic Imagery Using Machine Learning
A transferable approach for quantifying benthic fish sizes and densities in annotated underwater images
Datasets:
Autonomously Collected Benthic Imagery for Substrate Prediction, Lake Michigan 2020-2021
Down-looking Images of Lake Trout (Salvelinus namaycush) and Round Goby (Neogobius melanostomus) to Support Automated Biomass Estimation
Code:
Benthic Imagery Labeling GUI
CU Boulder
Masters Thesis (Advised by Dr. Jim Meiss):
A 3D Extension of the Sierpinski Relatives and an Analysis of their Persistent Homology