{"id":40896570,"url":"https://github.com/cschell/mops","last_synced_at":"2026-01-22T02:24:00.507Z","repository":{"id":254447326,"uuid":"841495447","full_name":"cschell/MoPs","owner":"cschell","description":"This repository hosts the code for the paper \"Motion Passwords\", introducing a novel biometric verification method for XR environments.","archived":false,"fork":false,"pushed_at":"2025-04-14T09:34:18.000Z","size":42258,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-10T06:38:51.276Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cschell.png","metadata":{"files":{"readme":"Readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-08-12T14:18:13.000Z","updated_at":"2025-04-14T09:34:22.000Z","dependencies_parsed_at":"2025-04-14T10:38:47.247Z","dependency_job_id":null,"html_url":"https://github.com/cschell/MoPs","commit_stats":null,"previous_names":["cschell/mops"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/cschell/MoPs","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cschell%2FMoPs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cschell%2FMoPs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cschell%2FMoPs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cschell%2FMoPs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cschell","download_url":"https://codeload.github.com/cschell/MoPs/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cschell%2FMoPs/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28651385,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-22T01:17:37.254Z","status":"online","status_checked_at":"2026-01-22T02:00:07.137Z","response_time":144,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-01-22T02:24:00.078Z","updated_at":"2026-01-22T02:24:00.499Z","avatar_url":"https://github.com/cschell.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Motion Passwords\n\n![Motion Passwords Teaser](./teaser.png)\n\nThis repository hosts the code for the paper \"Motion Passwords\" by Rack et al., which has been published at [VRST 2024](https://dl.acm.org/doi/10.1145/3641825.3687711). The paper introduces Motion Passwords, a novel biometric verification method for VR environments, where users verify their identity by writing a chosen word in 3D space.\n\n## Setup\n\nAfter cloning, make sure to install [DVC](https://dvc.org/doc/install) and pull all data files with `dvc pull`.\n\n## Repository Structure\n\nThe repository is structured into two subfolders:\n- **preprocessing**: Contains the code for preprocessing the Motion Password dataset.\n- **training**: Includes machine learning and evaluation code used in the paper.\n\nBoth subfolders have dedicated README files with detailed instructions.\n\n## Related Repositories\n\n- [Motion Password Dataset](https://github.com/cschell/MoPs-Dataset): This repository hosts the Motion Password dataset used in the study.\n- [Unity Prototype (coming soon)](#): This repository hosts the Unity prototype introduced in the paper.\n\n## Citation\n\nPlease use the following BibTeX entry to cite this work:\n\n```bibtex\n@conference{rack2024motion,\n  title        = {Motion Passwords},\n  author       = {Rack, Christian and Schach, Lukas and Achter, Felix and Shehada, Yousof and Lin, Jinghuai and Latoschik, Marc Erich},\n  booktitle    = {Proceedings of the 30th ACM Symposium on Virtual Reality Software and Technology},\n  year         = {2024},\n  series       = {VRST '24},\n  address      = {New York, NY, USA},\n  publisher    = {Association for Computing Machinery},\n  note         = {accepted},\n  doi          = {10.1145/3641825.3687711}\n}\n```\n\nFor more details, refer to the subfolder READMEs and the linked repositories.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcschell%2Fmops","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcschell%2Fmops","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcschell%2Fmops/lists"}