How Good is Good Enough?: Quantifying the Effects of Training Set Quality. - Benjamin Swan; Melanie Laverdiere; Hsiuhan Lexie Yang (GeoAI@SIGSPATIAL, 2018)

Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States. - Hsiuhan Lexie Yang; Jiangye Yuan; Dalton D. Lunga; Melanie Laverdiere; Amy N. Rose; Budhendra Bhaduri (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Rapid Structure Detection in Support of Disaster Response: A Case Study of the 2018 Kilauea Volcano Eruption. - Melanie Laverdiere; Hsiuhan Lexie Yang; Mark A. Tuttle; Chris Vaughan (IGARSS, 2020)

Automated Registration of Vector Data to Overhead Imagery. - Jacob McKee; Melanie Laverdiere (IGARSS, 2021)

Boundary-Aware Adversarial Learning Domain Adaption and Active Learning for Cross-Sensor Building Extraction. - Hsiuhan Lexie Yang; Nikhil Makkar; Melanie Laverdiere; Amy N. Rose (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)