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Melanie Laverdiere
Melanie Laverdiere
Deloitte
Verified email at deloitte.com
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Cited by
Cited by
Year
Building extraction at scale using convolutional neural network: Mapping of the united states
HL Yang, J Yuan, D Lunga, M Laverdiere, A Rose, B Bhaduri
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
2122018
Iterative self-organizing SCEne-LEvel sampling (ISOSCELES) for large-scale building extraction
B Swan, M Laverdiere, HL Yang, A Rose
GIScience & Remote Sensing 59 (1), 1-16, 2022
112022
Rapid structure detection in support of disaster response: A case study of the 2018 kilauea volcano eruption
M Laverdiere, L Yang, M Tuttle, C Vaughan
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
72020
How good is good enough? Quantifying the effects of training set quality
B Swan, M Laverdiere, HL Yang
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for …, 2018
62018
Providing Geospatial Intelligence through a Scalable Imagery Pipeline
A Reith, J McKee, A Rose, M Laverdiere, B Swan, D Hughes, S Voisin, ...
Advances in Scalable and Intelligent Geospatial Analytics, 153-168, 2023
12023
Automated registration of vector data to overhead imagery
J McKee, M Laverdiere
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 5465 …, 2021
12021
Mapping human dynamics
A Rose, E Weber, J McKee, M Urban, D Lunga, L Yang, J Moehl, ...
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2020
12020
High performance geocomputation for assessing human dynamics at planet scale
B Bhaduri, DD Lunga, L Yang, J Mckee, M Laverdiere, KR Kurte, J Sanyal
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2019
12019
Boundary-Aware Adversarial Learning Domain Adaption and Active Learning for Cross-Sensor Building Extraction
HL Yang, N Makkar, M Laverdiere, A Rose
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024
2024
Iterative self-organizing SCEne-LEvel sampling (ISOSCELES) for large-scale building extraction
M Laverdiere, HL Yang, A Rose, B Swan
GIScience & Remote Sensing 59 (1), 2021
2021
High Performance Geocomputation for Assessing Human Dynamics at Planet Scale. GeoComputation 2019
B Bhaduri, D Lunga, HH Yang, J McKee, M Laverdiere, K Kurte, J Sanyal
The University of Auckland, 2019
2019
ISOSCELES: Data Driven Sampling for Efficient Convolutional Neural Network Training
B Swan, M Laverdiere, L Yang
AGU Fall Meeting Abstracts 2018, H34B-02, 2018
2018
Inclusion of Ancillary Data for Systematic Selection of Training Data for Convolutional Neural Networks
K Wakefield, G Bailey, K Landolt, M Laverdiere, J Moehl, J McKee, ...
AGU Fall Meeting Abstracts 2018, IN33B-0855, 2018
2018
Enhancing a Historical US Industrial Emissions Database for Exposure Modeling
RR Jones, AN Rose, D Kelbe, ML Laverdiere, N Deziel, MH Ward
ISEE Conference Abstracts 2018 (1), 2018
2018
Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States
H Lexie Yang, J Yuan, D Lunga, M Laverdiere, A Rose, B Bhaduri
arXiv e-prints, arXiv: 1805.08946, 2018
2018
Learning from Past Classification Errors: Exploring Methods for Improving the Performance of a Deep Learning-based Building Extraction Model through Quantitative Analysis of …
B Swan, M Laverdiere, L Yang
AGU Fall Meeting Abstracts 2017, IN53A-0074, 2017
2017
Data and Geocomputation: Time Critical Mission Support for the 2017 Hurricane Season
BL Bhaduri, M Tuttle, A Rose, J Sanyal, G Thakur, D White, HH Yang, ...
AGU Fall Meeting Abstracts 2017, U32B-07, 2017
2017
LandScan USA 2016
AN Rose, BL Bhaduri, EM Weber, JJ Moehl, ML Laverdiere, HH Yang, ...
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2017
2017
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