Melba M. Crawford

Investigation of the random forest framework for classification of hyperspectral data

Yangchi Chen, Melba M. Crawford, Joydeep Ghosh · IEEE Transactions on Geoscience and Remote Sensing · 2005 · 1.2K citations

Computing, Data Science, Feature Engineering +14

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 · 498 citations

Computing, Computer Science, Computer Vision +16

Feature Mining for Hyperspectral Image Classification

Xiuping Jia, Bor‐Chen Kuo, Melba M. Crawford · Proceedings of the IEEE · 2013 · 379 citations

Computing, Earth Sciences, Feature Engineering +16

An Active Learning Approach to Hyperspectral Data Classification

Suju Rajan, Joydeep Ghosh, Melba M. Crawford · IEEE Transactions on Geoscience and Remote Sensing · 2008 · 287 citations

Computing, Computer Science, Computer Vision +16

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 · 265 citations · Full text

Computing, Computer Science, Precision Agriculture +17