「CV」 深度估计资源汇总

 

深度估计:根据单张图像得到深度图;
本文汇总相关资源;

1 综述

2 理论

3 单目

  1. Deeper Depth Prediction with Fully Convolutional Residual Networks
    2016-06-01 paper | tensorflow/matlab | tensorflow/matlab | blog
    FCRN

4 双目

3D CycleGAN

5 其他

  1. Deep3D: Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks
    2016 Paper | MXNet

  2. SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation
    2019-05-21 paper

  3. Enhancing self-supervised monocular depth estimation with traditional visual odometry
    2019-08-08 paper


End

附录

A 资源

  1. 基于深度学习的单目图像深度估计
  2. 深度估计论文list

B 参考资料

  1. 深度学习之单目深度估计