Visual Inertial Odometry with Multi-Scale Constraint Kalman Filter

Worcester Polytechnic Institute | 2022

Overview

Course project implementing Visual Inertial Odometry (VIO) using multi-scale constraint Kalman filter for robust state estimation.

Description
VIO Demo

Technical Details

  • Implemented multi-scale constraint Kalman filter for sensor fusion
  • Combined visual features with IMU data for accurate pose estimation
  • Developed algorithms for handling scale ambiguity in monocular vision

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