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Deep Optics for Monocular Depth Estimation and 3D Object Detection
In addition, we train object detection networks on the KITTI dataset and show that the lens optimized for depth estimation also results in improved 3D object detection performance.
Ranked #11 on
Depth Estimation
on NYU-Depth V2
Variable Aperture Light Field Photography: Overcoming the Diffraction-Limited Spatio-Angular Resolution Tradeoff
Light fields have many applications in machine vision, consumer photography, robotics, and microscopy.
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