ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels

no code implementations • CVPR 2016 • Huaijin Chen, Suren Jayasuriya, Jiyue Yang, Judy Stephen, Sriram Sivaramakrishnan, Ashok Veeraraghavan, Alyosha Molnar

Deep learning using convolutional neural networks (CNNs) is quickly becoming the state-of-the-art for challenging computer vision applications.

Face Identification Object Recognition

Depth Fields: Extending Light Field Techniques to Time-of-Flight Imaging

no code implementations • 2 Sep 2015 • Suren Jayasuriya, Adithya Pediredla, Sriram Sivaramakrishnan, Alyosha Molnar, Ashok Veeraraghavan

In this paper, we explore the strengths and weaknesses of combining light field and time-of-flight imaging, particularly the feasibility of an on-chip implementation as a single hybrid depth sensor.