Melanie Laverdiere

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Active Learning

Top Venues

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

GeoAI@SIGSPATIAL

Publications

Hsiuhan Lexie Yang, Nikhil Makkar, Melanie Laverdiere, Amy N. Rose
Boundary-Aware Adversarial Learning Domain Adaption and Active Learning for Cross-Sensor Building Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jacob McKee, Melanie Laverdiere
Automated Registration of Vector Data to Overhead Imagery. IGARSS (2021)
Melanie Laverdiere, Hsiuhan Lexie Yang, Mark Tuttle, Chris Vaughan
Rapid Structure Detection in Support of Disaster Response: A Case Study of the 2018 Kilauea Volcano Eruption. IGARSS (2020)
Hsiuhan Lexie Yang, Jiangye Yuan, Dalton D. Lunga, Melanie Laverdiere, Amy N. Rose, Budhendra Bhaduri
Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (8) (2018)
Benjamin Swan, Melanie Laverdiere, Hsiuhan Lexie Yang
How Good is Good Enough?: Quantifying the Effects of Training Set Quality. GeoAI@SIGSPATIAL (2018)
Hsiuhan Lexie Yang, Jiangye Yuan, Dalton D. Lunga, Melanie Laverdiere, Amy N. Rose, Budhendra L. Bhaduri
Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States. CoRR (2018)