30 citations · 32 across the 4 of their papers we have counts for
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eess.IV2020★ 1 cited
A Machine Learning Imaging Core using Separable FIR-IIR Filters
Masayoshi Asama, Leo F. Isikdogan, Sushma Rao +2
We propose fixed-function neural network hardware that is designed to perform pixel-to-pixel image transformations in a highly efficient way. We use a fully trainable, fixed-topolo…
eess.IV2019★ 30 cited
VisionISP: Repurposing the Image Signal Processor for Computer Vision Applications
Chyuan-Tyng Wu, Leo F. Isikdogan, Sushma Rao +5
Traditional image signal processors (ISPs) are primarily designed and optimized to improve the image quality perceived by humans. However, optimal perceptual image quality does not…