gated access · RGB + IR streams

Request the camera streams.

The four LiDAR streams, depth, poses, labels and splits are open and need no request. The RGB video and IR frames show identifiable people, so they are personal data and are released separately, for non-commercial academic research, on request.

What you get

The gated tier covers the same 2,341 sequences as the open release, in two archives: laseract_rgb.tar (RGB video plus per-frame timestamps) and laseract_ir.tar (16-bit IR frames plus timestamps), about 87 GB together. They line up take-for-take with the open tier, so laseract_core.tar from the download section supplies the labels, splits and calibration for both.

Subjects wore face masks throughout recording. That is not anonymisation: build, gait and the unmasked part of the face remain visible, which is precisely why this tier is gated while the rest is open.

Terms you agree to

The full text ships as RGB_ACCESS_TERMS.md inside laseract_core.tar. In short:

research only

Non-commercial academic research. No commercial use.

no re-identification

No attempt to identify, re-identify or contact the subjects, and no person-identification, tracking or surveillance systems targeting them.

no redistribution

No re-publishing or mirroring, in whole or in part. Refer others here instead.

You also agree to cite the dataset, to treat the recordings consistently with the dignity and privacy of the people in them, and to delete your copy if the maintainers ask.

Our own re-identification benchmark shows that even the camera-free LiDAR data identifies subjects well above chance. Please treat every tier of this dataset as personal data, not just this one.

How to request

Fill in the form below. Requests are handled by a person, so allow a few working days for a reply, which will arrive at the address you give here.

If the form is unavailable, laseract@mailbox.org takes the same request: give the same details and keep the subject [LaserAct] RGB/IR access request. Access is granted per person, not per group: colleagues should request separately rather than share a copy.

Contact

LaserAct is maintained by the LaserAct authors, reachable at laseract@mailbox.org. Corrections, questions about the open tier and problems with a download are welcome there or through the form above.