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ORCIDZachary L. Langford
Person information
- affiliation: University of Tennessee, Knoxville, TN, USA
- affiliation: Oak Ridge National Laboratory, TN, USA
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Journal Articles
- 2019
[j2]Zachary L. Langford, Jitendra Kumar
, Forrest M. Hoffman, Amy L. Breen, Colleen M. Iversen:
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks. Remote. Sens. 11(1): 69 (2019)- 2016
- [j1]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, Colleen M. Iversen:
Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets. Remote. Sens. 8(9): 733 (2016)
Conference and Workshop Papers
- 2022
- [c5]Thomas P. Karnowski, Deniz Aykac, Regina K. Ferrell, Christy Gambrell, Zachary L. Langford, Lauren Torkelson:
Leveraging gradient weighted class activation mapping to improve classification effectiveness: Case study in transportation infrastructure characterization. IRIACV 2022: 1-6 - 2019
- [c4]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops 2019: 262-269 - [c3]Zachary L. Langford, Logan Eisenbeiser, Matthew Vondal:
Robust Signal Classification Using Siamese Networks. WiseML@WiSec 2019: 1-5 - 2018
- [c2]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops 2018: 770-778 - 2017
- [c1]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. ICDM Workshops 2017: 322-331
Coauthor Index
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