Sergio Marconi

According to our database, Sergio Marconi authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Improving Rare Tree Species Classification Using Domain Knowledge.

Ira Harmon, Sergio Marconi, Ben G. Weinstein, Yang Bai, Daisy Zhe Wang, Ethan P. White, Stephanie A. Bohlman

IEEE Geosci. Remote. Sens. Lett., 2023

2022

Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation.

Ira Harmon, Sergio Marconi, Ben G. Weinstein, Sarah Graves, Daisy Zhe Wang, Alina Zare, Stephanie A. Bohlman, Aditya Singh, Ethan P. White

IEEE Trans. Geosci. Remote. Sens., 2022

2021

RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation.

Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah J. Graves, Stephanie A. Bohlman, Aditya Singh

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network.

Ben G. Weinstein, Sarah J. Graves, Sergio Marconi, Aditya Singh, Alina Zare, Dylan Stewart, Stephanie A. Bohlman, Ethan P. White

PLoS Comput. Biol., 2021

Addressing Annotation Imprecision for Tree Crown Delineation Using the RandCrowns Index.

Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah Graves, Stephanie A. Bohlman, Aditya Singh

CoRR, 2021

2020

Cross-site learning in deep learning RGB tree crown detection.

Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White

Ecol. Informatics, 2020

2019

Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks.

Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White

Remote. Sens., 2019