Pedram Ghamisi

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Yushi Chen, Hanlu Jiang, Chunyang Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 2.9K citations

Computing, Computer Science, Computer Vision +16

Deep Recurrent Neural Networks for Hyperspectral Image Classification

Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 1.4K citations

Computing, Computer Science, Computer Vision +16

Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review

Mohammadreza Sheykhmousa, Masoud Mahdianpari, Hamid Ghanbari et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 1.1K citations · Full text

Computing, Earth Sciences, Feature Engineering +15

Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art

Pedram Ghamisi, Naoto Yokoya, Jun Li et al. · IEEE Geoscience and Remote Sensing Magazine · 2017 · 857 citations

Natural Sciences, Earth Sciences, Atmospheric Radiation +13

Generative Adversarial Networks for Hyperspectral Image Classification

Lin Zhu, Yushi Chen, Pedram Ghamisi et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 719 citations

Computing, Computer Science, Computer Vision +13