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2020 – today
- 2023
[j8]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: 1-5 (2023)- 2022
- [j7]Ira Harmon, Sergio Marconi, Ben G. 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: 1-19 (2022) - 2021
- [j6]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) - [j5]Mélaine Aubry-Kientz, Anthony Laybros, Ben G. Weinstein, James G. C. Ball, Toby D. Jackson, David Coomes, Grégoire Vincent:
Multisensor Data Fusion for Improved Segmentation of Individual Tree Crowns in Dense Tropical Forests. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3927-3936 (2021) - [j4]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: 11229-11239 (2021) - [i1]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 abs/2105.02186 (2021) - 2020
- [j3]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: 101061 (2020)
2010 – 2019
- 2019
- [j2]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): 1309 (2019) - 2017
- [j1]Calvin Tsay, Richard C. Pattison, Michael Baldea, Ben G. Weinstein, Steven J. Hodson, Robert D. Johnson:
A superstructure-based design of experiments framework for simultaneous domain-restricted model identification and parameter estimation. Comput. Chem. Eng. 107: 408-426 (2017)
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