Melba M. Crawford

Investigation of the random forest framework for classification of hyperspectral data

Jeroen van der Ham, Yangchi Chen, Melba M. Crawford et al. · IEEE Transactions on Geoscience and Remote Sensing · 2005 · 1.2K citations

Engineering, Machine Learning, Forestry +24

Local Manifold Learning-Based $k$ -Nearest-Neighbor for Hyperspectral Image Classification

Li Ma, Melba M. Crawford, Jinwen Tian · IEEE Transactions on Geoscience and Remote Sensing · 2010 · 494 citations

Engineering, Machine Learning, Kernel Function +20

Feature Mining for Hyperspectral Image Classification

Xiuping Jia, Bor‐Chen Kuo, Melba M. Crawford · Proceedings of the IEEE · 2013 · 376 citations

Environmental Monitoring, Engineering, Multispectral Imaging +16

An Active Learning Approach to Hyperspectral Data Classification

Suju Rajan, Joydeep Ghosh, Melba M. Crawford · IEEE Transactions on Geoscience and Remote Sensing · 2008 · 286 citations

Engineering, Machine Learning, Classification Method +21

YOLOv5-Tassel: Detecting Tassels in RGB UAV Imagery With Improved YOLOv5 Based on Transfer Learning

Wei Liu, Karoll Quijano, Melba M. Crawford · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 258 citations · Full text

Rgb Imagery, Image Classification, Machine Vision +13