Project

Stereo Depth Estimation

Stereo disparity map estimation project for finding depth from two camera.

Category
Computer Vision
Institution
University of Science and Technology

Description

This is a Stereo Camera Depth estimation project inspired by Richard Hartley and Andrew Zisserman Book.

My Contribution

  • Finding the corresponding point using ORB, filter using RANSAC, then do 8 point algorithm or 7 point algorithm providing Fundamental Matrix to find epipolar line.
  • Trying Feature Matching using SSD, SAD, SGBM and HITNet to find disparity and estimate depth.

Keywords

Research
Disparity Estimation
Tools
Python OpenCV HITNet