19 citations · 101 across the 25 of their papers we have counts for
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cs.CV2016★ 3 cited
Deep Learning with Energy-efficient Binary Gradient Cameras
Suren Jayasuriya, Orazio Gallo, Jinwei Gu +1
Power consumption is a critical factor for the deployment of embedded computer vision systems. We explore the use of computational cameras that directly output binary gradient imag…
cs.CV2016★ 10 cited
ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels
Huaijin Chen, Suren Jayasuriya, Jiyue Yang +4
Deep learning using convolutional neural networks (CNNs) is quickly becoming the state-of-the-art for challenging computer vision applications. However, deep learning's power consu…