人脸数据库

待我称王封你为后i 2023-01-18 15:23 97阅读 0赞

■AR Face Database ([http://cobweb.ecn.purdue.edu/~aleix/aleix\_face\_DB.html][http_cobweb.ecn.purdue.edu_aleix_aleix_face_DB.html])  
■BioID Face Database ([http://om/downloads/facedb/index.php][http_om_downloads_facedb_index.php])  
■Caltech Computational Vision Group Archive (Cars, Motorcycles, Airplanes, Faces, Leaves, Background) ([http://altech.edu/html-files/archive.html][http_altech.edu_html-files_archive.html])  
■Carnegie Mellon Image Database (motion, stereo, face, car, ...) ([http://vasc.ri.cmu.edu/idb/][http_vasc.ri.cmu.edu_idb])  
■CAS-PEAL Face Database ([http://n/peal/index.html][http_n_peal_index.html])  
■CMU Cohn-Kanade AU-Coded Facial Expression Database ([http://mu.edu/projects/project\_421.html][http_mu.edu_projects_project_421.html])  
■CMU Face Detection Databases ([http://mu.edu/projects/project\_419.html][http_mu.edu_projects_project_419.html])  
■CMU Face Expression Database (http://amp.ece.cmu.edu/projects/FaceAuthentication/download.htm)  
■CMU Face Pose, Illumination, and expression\_r(PIE) Database (http://mu.edu/projects/project\_418.html)  
■CMU VASC Image Database (motion, road sequences, stereo, CIL’s stereo data with ground truth, JISCT, face, face expressions, car) (http://s.cmu.edu/idb/)  
■Content-based Image Retrieval Database ()  
■Face Video Database of the Max Planck Institute for Biological Cybernetics (http://vdb.kyb.tuebingen.mpg.de/)  
■FERET Database (http://om/face\_reco.htm)  
■German Fingerspelling Database (http://om/face\_reco.htm )  
■Indian Face Database ()  
■MIT-CBCL Car Database (http://cbcl.mit.edu/software-datasets/CarData.html)  
■MIT-CBCL Face Recognition Database (http://cbcl.mit.edu/software-datasets/heisele/facerecognition-database.html)  
■MIT-CBCL Face Databases (http://cbcl.mit.edu/software-datasets/FaceData2.html)  
■MIT-CBCL Pedestrian Database (http://cbcl.mit.edu/software-datasets/PedestrianData.html)  
■MIT-CBCL Street Scenes Database (http://cbcl.mit.edu/software-datasets/streetscenes/)  
■NIST/Equinox Visible and Infrared Face Image Database (http://om/products/HID.html)  
■NIST Fingerprint Data at Columbia (Link)  
■ORL Database of Faces (http://am.ac.uk/research/dtg/attarchive/facedatabase.html)  
■Rutgers Skin Texture Database ()  
■The Japanese Female Facial expression\_r(JAFFE) Database (http://marathon.csee.usf.edu/range/DataBase.html)  
■Usenix Face Database (hundreds of images,[露得清][Link 1] several formats) (Link)  
■UCI Machine Learning Repository (http://www1.ics.uci.edu/~mlearn/MLSummary.html)  
■USC-SIPI Image Database (collection of digitized images) (http://sipi.usc.edu/services/database/Database.html)  
■UCD VALID Database (multimodal for still face, audio, and video) (http://ee.ucd.ie/validdb/)  
■UCD Color Face Image (UCFI) Database for Face Detection (http://ee.ucd.ie/~prag/)  
■UCL M2VTS Multimodal Face Database ([http://www.tele.ucl.ac.be/PROJECTS/M2VTS/m2fdb.html][http_www.tele.ucl.ac.be_PROJECTS_M2VTS_m2fdb.html])  
■Vision Image Archive at UMass (sequences, stereo, medical, indoor, outlook, road, underwater, aerial, satellite, space and more) ([http://sipi.usc.edu/database/][http_sipi.usc.edu_database])  
■Where can I find Lenna and other images? ([http://www.faqs.org/faqs/compression-faq/part1/section-30.html][http_www.faqs.org_faqs_compression-faq_part1_section-30.html])  
■Yale Face Database ([http://cvc.yale.edu/projects/yalefaces/yalefaces.html][http_cvc.yale.edu_projects_yalefaces_yalefaces.html])  
■Yale Face Database B ([http://cvc.yale.edu/projects/yalefaces/yalefaces.html][http_cvc.yale.edu_projects_yalefaces_yalefaces.html])

眼前人脸分辨领土常用的人脸数据库重要有:  
1. FERET人脸数据库\[2\]  
由FERET项目创立,包括14,051张多姿势,光照的灰度人脸图像,是人脸分辨领土利用最普遍  
的人脸数据库之一.其中的多数人是西方人,每个人所包括的人脸图像的改变比拟单一.  
2. MIT人脸数据库\[4\]  
由麻省理工大学媒体实验室创立,包括16位志愿者的2,592张不同姿势,光照和大小的面部图像.  
3. Yale人脸数据库\[5\]  
由耶鲁大学计算视觉与扼制中心创立,包括15位志愿者的165张图片,包括光照,表情和姿势  
的改变.  
4. Yale人脸数据库B\[6\]  
包括了10个人的5,850幅多姿势,多光照的图像.其中的姿势和光照改变的图像都是在严厉扼制  
的条件下采集的,重要用于光照和姿势问题的建模与分析.由于采集人数较少,该数据库的进一步应  
用受到了比拟大的局限.  
5. PIE人脸数据库\[7\]  
由美国卡耐基梅隆大学创立,包括68位志愿者的41,368张多姿势,光照和表情的面部图像.其  
中的姿势和光照改变图像也是在严厉扼制的条件下采集的,现在曾经逐渐成为人脸分辨领土的一个重  
要的测验聚集.  
6. ORL人脸数据库\[8\]  
由剑桥大学AT&T实验室创立,包括40人共400张面部图像,局部志愿者的图像包括了姿势,  
表情和面部饰物的改变.该人脸库在人脸分辨琢磨的前期经常被人们批准,但由于改变形式较少,多  
数系统的分辨率均能够到达90%以上,因而进一步利用的价值曾经不大.  
7. PF01人脸数据库\[9\]  
由韩国浦项科技大学创立,包括103人的1,751张不同光照,姿势,表情的面部图像,志愿者以  
韩国人为主.  
8. AR人脸数据库\[10\]  
由西班牙巴塞罗那计算机视觉中心发生,包括116人的3,288幅图像.采集环境中的摄像机参数,  
光照环境,摄像机距离等都是严厉扼制的.  
9. BANCA人脸数据库\[11\]  
该数据库是欧洲BANCA计划的一局部,包括了208人,每人12幅不同工夫段的面部图像.  
10. KFDB人脸数据库\[12\]  
包括了1,000人,共52,000幅多姿势,多光照,多表情的面部图像,其中姿势和光照改变的图像  
是在严厉扼制的条件下采集的.志愿者以韩国人为主.  
11. MPI人脸数据库\[13\]  
该人脸数据库包括了200人的头部3维构造数据和1,400幅多姿势的人脸图像.  
12. XM2VTS人脸数据库\[14\]  
包括了295人在4个不同工夫段的图像和语音视频片断.在每个工夫段,每人被登记了2个头部  
回旋的视频片断和6个语音视频片断.另外,其中的293人的3维模型也可获得.

[http_cobweb.ecn.purdue.edu_aleix_aleix_face_DB.html]: http://cobweb.ecn.purdue.edu/~aleix/aleix_face_DB.html
[http_om_downloads_facedb_index.php]: http://om/downloads/facedb/index.php
[http_altech.edu_html-files_archive.html]: http://altech.edu/html-files/archive.html
[http_vasc.ri.cmu.edu_idb]: http://vasc.ri.cmu.edu/idb/
[http_n_peal_index.html]: http://n/peal/index.html
[http_mu.edu_projects_project_421.html]: http://mu.edu/projects/project_421.html
[http_mu.edu_projects_project_419.html]: http://mu.edu/projects/project_419.html
[Link 1]: http://sw.swihon.com/
[http_www.tele.ucl.ac.be_PROJECTS_M2VTS_m2fdb.html]: http://www.tele.ucl.ac.be/PROJECTS/M2VTS/m2fdb.html
[http_sipi.usc.edu_database]: http://sipi.usc.edu/database/
[http_www.faqs.org_faqs_compression-faq_part1_section-30.html]: http://www.faqs.org/faqs/compression-faq/part1/section-30.html
[http_cvc.yale.edu_projects_yalefaces_yalefaces.html]: http://cvc.yale.edu/projects/yalefaces/yalefaces.html