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Highlights

What are the main findings?
  • A unified state estimation framework integrating IMU data and visual information is proposed, enabling real-time dynamic estimation of zoom camera intrinsic parameters with high precision and fast convergence.
  • The improved ORB feature extraction and LK optical flow tracking strategies enhance the robustness of visual observations, while EKF-based fusion of high-frequency IMU motion constraints and visual geometric constraints effectively suppresses parameter drift during continuous zooming.