James Bialas

Object-based classification of earthquake damage from high-resolution optical imagery using machine learning

James Bialas, Thomas Oommen, Umaa Rebbapragada et al. · Journal of Applied Remote Sensing · 2016 · 41 citations

Engineering, Machine Learning, Object-based Classification +23

Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage

Jared A. Frank, Umaa Rebbapragada, James Bialas et al. · Remote Sensing · 2017 · 35 citations · Full text

Engineering, Machine Learning, Mislabeled Training Data +26

Optimal segmentation of high spatial resolution images for the classification of buildings using random forests

James Bialas, Thomas Oommen, Timothy C. Havens · International Journal of Applied Earth Observation and Geoinformation · 2019 · 27 citations

Image Classification, Machine Vision, Image Analysis +13

FEASIBILITY STUDY OF INEXPENSIVE THERMAL SENSORS AND SMALL UAS DEPLOYMENT FOR LIVING HUMAN DETECTION IN RESCUE MISSIONS APPLICATION SCENARIOS

Eugene Levin, Aleksander Żarnowski, J. L. McCarty et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2016 · 16 citations · Full text

Engineering, Field Robotics, Unmanned Vehicle +16

Low cost infrared and near infrared sensors for UAVs

S. T. Aden, James Bialas, Z. Champion et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2014 · 14 citations · Full text

Engineering, Field Robotics, Thermal Remote Sensing +16