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7-Scenes Color/Depth Calibration

This repository contains code to estimate the calibration of the Kinect camera used in the 7-Scenes dataset.

RGB intrinsics

The intrinsics parameters of the RGB camera are estimated from vanishing points detected using rectangles in the scene (see calibrate_rgb_camera_from_rectangle.py)

  • fx = 532.57
  • fy = 531.54
  • cx = 320
  • cy = 240

Depth intrinsics and extrinsics

The intrinsics of the depth camera and extrinsics parameters to align depth and rgb are estimated using points correspondences (see calibrate_depth.py).

The two cameras are assumed to have the same orientation. Only a translation is estimated.

  • fx = 598.84
  • fy = 587.62
  • cx = 320
  • cy = 240

  • tx = 0.023449
  • ty = 0.006177
  • tz = 0.010525

The calibration can be checked by on the colored point cloud generated in check_calibration.py

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Calibration RGB / Depth for the 7-Scenes dataset

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