{"id":21067141,"url":"https://github.com/idf/facereader","last_synced_at":"2025-05-16T03:32:10.441Z","repository":{"id":27428487,"uuid":"30906260","full_name":"idf/FaceReader","owner":"idf","description":"Face Recognition, CZ4041  Machine Learning, Spring 2015","archived":false,"fork":false,"pushed_at":"2015-04-10T05:04:21.000Z","size":2199,"stargazers_count":5,"open_issues_count":0,"forks_count":3,"subscribers_count":5,"default_branch":"develop","last_synced_at":"2025-04-03T19:38:14.511Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://git.io/vJnox","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/idf.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-02-17T07:04:23.000Z","updated_at":"2020-12-12T03:13:36.000Z","dependencies_parsed_at":"2022-07-24T15:02:00.198Z","dependency_job_id":null,"html_url":"https://github.com/idf/FaceReader","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/idf%2FFaceReader","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/idf%2FFaceReader/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/idf%2FFaceReader/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/idf%2FFaceReader/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/idf","download_url":"https://codeload.github.com/idf/FaceReader/tar.gz/refs/heads/develop","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254462897,"owners_count":22075339,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":"2024-11-19T18:04:35.580Z","updated_at":"2025-05-16T03:32:10.030Z","avatar_url":"https://github.com/idf.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FaceReader\nFace Recognition  \n\n## Experiment Run\nin expr/experiment_setup.py  \n* To enable ROC: `cv = expr.experiment(Fisherfaces(14), threshold_up=1)` or call `draw_roc(expr)` directly  \n* To disable ROC: `cv = expr.experiment(Fisherfaces(14))`  \n\n## Git Subtree\n* util \n\n## Databases\n### Yale A \n![](/img/yale_a.png)  \n## Implementation results\nROC curves:  \n### Fisher Face  \n![](/img/fisher.png)\n### Non-parametric Discriminant Analysis (NDA) \n![](/img/nda.png)\n### Local Gabor Binary Pattern Histogram Sequence (LGBPHS)\n![](/img/LGBPHS.png)\n### Ensemble Local Binary Pattern Fisher \n![](/img/ensemble.png)  \n\n## Reference\n* [Eigenface and Fisherface](http://www.cs.columbia.edu/~belhumeur/journal/fisherface-pami97.pdf)\n* [Local Binary Pattern](http://docs.opencv.org/modules/contrib/doc/facerec/facerec_tutorial.html#local-binary-patterns-histograms)\n* [Gabor Fisher](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.1.7675\u0026rep=rep1\u0026type=pdf)\n* [Local Gabor Binary Pattern Histogram Sequence (LGBPHS)](http://www.jdl.ac.cn/user/sgshan/pub/ICCV2005-ZhangShan-LGBP.pdf)\n* [Local Phase Quantization](http://www.ee.oulu.fi/research/imag/mvg/files/pdf/ICISP08.pdf)  \n* [Kernel PCA] (http://vision.ucsd.edu/kriegman-grp/papers/icip00.pdf)\n* https://github.com/bytefish/facerec\n\n## Future\n* [GaussianFace](http://arxiv.org/pdf/1404.3840.pdf) ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fidf%2Ffacereader","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fidf%2Ffacereader","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fidf%2Ffacereader/lists"}