SYSTEMS AND METHODS FOR MULTI-CAMERA PLACEMENT
A method for calibrating a camera group includes: controlling a first and second cameras to capture first and second images of a first scene, the first camera having a first field of view FOV), the second camera having a second FOV overlapping the first FOV in a first overlap region; the first scene including a calibration target in the first overlap region; computing a first relative pose based on the first and second images; controlling the second camera and a third camera to capture third and fourth images of a second scene, the third camera having a third FOV overlapping the second FOV in a second overlap region, the second scene including a calibration target in the second overlap region; computing a second relative pose based on the third and fourth images; and computing a third relative pose based on the first and second relative poses.
1 . A system for placing and calibrating cameras comprising a first camera group comprising:
a first camera having a first field of view;
a second camera having a second field of view overlapping the first field of view in a first overlap region;
a third camera having a third field of view overlapping the second field of view in a second overlap region;
a controller comprising a processor and a memory, the memory storing instructions that, when executed by the processor, cause the processor to:
control the first camera and the second camera to capture, respectively, a first image and a second image of a first scene, the first scene comprising a first calibration target in the first overlap region;
compute a first relative pose between the first camera and the second camera based on the first calibration target in the first image and the first calibration target in the second image;
control the second camera and the third camera to capture, respectively, a third image and a fourth image of a second scene, the second scene comprising a second calibration target in the second overlap region;
compute a second relative pose between the second camera and the third camera based on the second calibration target in the third image and the second calibration target in the fourth image;
compute a third relative pose between the first camera and the third camera based on the first relative pose and the second relative pose; and
wherein the first camera group is configured to image objects conveyed by a first portion of a conveyor system,
wherein the first calibration target is conveyed by the conveyor systems, and wherein the system further comprises:
a second camera group comprising a second plurality of cameras, the second camera group being configured to image objects conveyed by a second portion of the conveyor system;
a coordinating server configured to receive data captured by the first camera group and the second camera group, the coordinating server comprising a processor and a memory storing instructions that, when executed by the processor, cause the processor to:
control the first camera group to compute the first calibration, when the first calibration target is in the first portion of the conveyor system;
control the second cameral group to compute second calibration based on relative poses of the second plurality of cameras after the first calibration target is conveyed by the conveyor system to the second portion of the conveyor system; and
compute a calibration of the first camera group to the second cameral group based on the first calibration and the second calibration.