Precision Calibration Services

Autonomous systems are only as accurate as the data they rely on. Even the most advanced perception stack can suffer from reduced performance if cameras are not properly calibrated.

At Carnegie Robotics, we offer professional camera calibration services designed for rugged autonomy platforms operating in real-world environments. Whether you're deploying stereo perception systems, machine vision cameras, or multi-sensor autonomy stacks, precise calibration helps ensure your system performs reliably in the field.

Why Choose us?

  • Proven autonomy expertise
  • Experience with ruggedized perception systems
  • U.S.-based engineering and support
  • Familiarity with mission-critical deployments
  • Quality-focused calibration workflows

Why Camera Calibration Matters

Small alignment errors can lead to inaccurate depth perception, reduced localization accuracy, and degraded autonomous performance, especially in demanding off-road or industrial environments.

Calibration directly impacts the quality and accuracy of perception data used for:

  • Depth Estimation

  • Objection Detection & Tracking

  • Localization & Mapping

  • Autonomous Navigation

  • 3D Reconstruction & Point Cloud Generation

WHAT WE OFFER:

Intrinsic Camera Calibration

Optimize the internal optical parameters of each camera, including:

  • Lens distortion correction
  • Focal length calibration
  • Principal point alignment
  • Image rectification

Stereo Camera Calibration

Ensure accurate spatial alignment between stereo camera pairs for improved depth estimation and perception consistency.

  • Baseline alignment
  • Epipolar geometry optimization
  • Depth accuracy verification
  • Rectified stereo outputs

Multi-Camera System Calibration

Synchronize and align multiple cameras within a larger perception system.

  • Multi-camera extrinsic alignment
  • Cross-camera spatial verification
  • Sensor-to-sensor transformation matrices

Sensor Fusion Alignment

Calibration support for integrated autonomy stacks combining:

  • Stereo cameras
  • LiDAR
  • GNSS/INS
  • IMUs
  • Edge compute systems

Industries Served

Academia
Agriculture
Defense
Research
Logistics
Autonomy
Marine