Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification

1 code implementation • 27 Jun 2019 • Ringo S. W. Chu, Ho-Cheung Ng, Xiwei Wang, Wayne Luk

Hyperspectral images (HSIs) can distinguish materials with high number of spectral bands, which is widely adopted in remote sensing applications and benefits in high accuracy land cover classifications.

Classification General Classification +1

Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going

no code implementations • 21 Jan 2019 • Erwei Wang, James J. Davis, Ruizhe Zhao, Ho-Cheung Ng, Xinyu Niu, Wayne Luk, Peter Y. K. Cheung, George A. Constantinides

Deep neural networks have proven to be particularly effective in visual and audio recognition tasks.