IEEE - Institute of Electrical and Electronics Engineers, Inc. - ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks Using Angle Sensitive Pixels

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Huaijin G. Chen ; Suren Jayasuriya ; Jiyue Yang ; Judy Stephen ; Sriram Sivaramakrishnan ; Ashok Veeraraghavan ; Alyosha Molnar
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 903 - 912
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.104
Regular:

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 consumption and... View More

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