Sergio Marconi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Weakly Supervised

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

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)