4:00 PM - 4:20 PM
[INP5-3(Invited)] Deep Sensing - Joint Optimization of Hardware and Software for Imaging -
Deep sensing, Computational photography, Compressive sensing, Light field
We propose a new framework, called “deep sensing” which models the analog layer to a neural network model, and jointly optimize the parameters in optics and sensor designs of a camera as well as reconstruction and classification models by the same training strategy. In this talk, I introduce the concept of deep sensing and show our work; compressive light field sensing, compressive video sensing, and...