Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks

1 code implementation • 1 Jun 2021 • Giorgio Morales, John Sheppard, Riley Logan, Joseph Shaw

The second step applies a wrapper-based approach to select bands from the reduced set based on their information entropy values, and trains a compact Convolutional Neural Network (CNN) to evaluate the performance of the current selection.

Classification Image Classification

SoK: Exploring the State of the Art and the Future Potential of Artificial Intelligence in Digital Forensic Investigation

no code implementations • 2 Dec 2020 • Xiaoyu Du, Chris Hargreaves, John Sheppard, Felix Anda, Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon

Multi-year digital forensic backlogs have become commonplace in law enforcement agencies throughout the globe.