Stephanie A. Bohlman

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 12

Top Topics

Gaussian Process

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Trina Merrick, Ralf Bennartz, Maria Luisa S. P. Jorge, Carli Merrick, Stephanie A. Bohlman, Carlos Alberto Silva, Stephanie Pau
Comparing Phenology of a Temperate Deciduous Forest Captured by Solar-Induced Fluorescence and Vegetation Indices. Remote. Sens. 15 (21) (2023)
Ira Harmon, Sergio Marconi, Ben G. Weinstein, Yang Bai, Daisy Zhe Wang, Ethan P. White, Stephanie A. Bohlman
Improving Rare Tree Species Classification Using Domain Knowledge. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Ira Harmon, Sergio Marconi, Ben Weinstein, Sarah Graves, Daisy Zhe Wang, Alina Zare, Stephanie A. Bohlman, Aditya Singh, Ethan P. White
Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah Graves, Stephanie A. Bohlman, Aditya Singh
Addressing Annotation Imprecision for Tree Crown Delineation Using the RandCrowns Index. CoRR (2021)
Ben G. Weinstein, Sarah J. Graves, Sergio Marconi, Aditya Singh, Alina Zare, Dylan Stewart, Stephanie A. Bohlman, Ethan P. White
A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network. PLoS Comput. Biol. 17 (7) (2021)
Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah J. Graves, Stephanie A. Bohlman, Aditya Singh
RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White
Cross-site learning in deep learning RGB tree crown detection. Ecol. Informatics 56 (2020)
Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White
Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks. Remote. Sens. 11 (11) (2019)
John Y. Park, Helene C. Muller-Landau, Jeremy W. Lichstein, Sami W. Rifai, Jonathan P. Dandois, Stephanie A. Bohlman
Quantifying Leaf Phenology of Individual Trees and Species in a Tropical Forest Using Unmanned Aerial Vehicle (UAV) Images. Remote. Sens. 11 (13) (2019)
Yuxi Guo, Sarah Graves, S. Luke Flory, Stephanie A. Bohlman
Hyperspectral Measurement of Seasonal Variation in the Coverage and Impacts of an Invasive Grass in an Experimental Setting. Remote. Sens. 10 (5) (2018)
Leila Kalantari, Paul D. Gader, Sarah Graves, Stephanie A. Bohlman
One-Class Gaussian Process for Possibilistic Classification Using Imaging Spectroscopy. IEEE Geosci. Remote. Sens. Lett. 13 (7) (2016)
Sarah J. Graves, Gregory P. Asner, Roberta E. Martin, Christopher B. Anderson, Matthew S. Colgan, Leila Kalantari, Stephanie A. Bohlman
Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data. Remote. Sens. 8 (2) (2016)
Leila Kalantari, Paul D. Gader, Sarah Graves, Stephanie A. Bohlman
Evaluating similarity measures for hyperspectral classification of tree species at Ordway-Swisher Biological Station. IGARSS (2014)
G. Arturo Sanchez-Azofeifa, Benoit Rivard, Joseph Wright, Jilu Feng, Peijun Li, Mei Mei Chong, Stephanie A. Bohlman
(Bignoniaceae) Using High-Resolution Remote Sensing Imagery. Sensors 11 (4) (2011)