顔画像を用いた個人認証システムの性能検討に関する研究

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1 12 Research on performance examination of individual attestation system using face image

2 1997 FaceIt The age using various biometrics for the attestation with the computer to attest the individual has come. The face has become practicable since the first half of The attestation of the face image obtains the attestation accuracy equal the fingerprint attestation. In this paper we discuss the attestation accuracy of the FaceIt system, which is a the parameters of taking picture angle, which is a confirmation of the basic performance. We show the experimental results of this system according to variety of angle on the taking picture. FaceIt TrueFace - i -

3 FaceIt LFA FaceIt 3.3 FaceIt 3.4 FaceIt PC 3.5 TrueFace TrueFace TrueFace Engine SDK TrueFace Network TrueFace Web FaceIt 4.2 TrueFace - ii -

4 5 5.1 FaceIt PC iii -

5 NHK KTT KDD FaceIt FaceIt FaceIt ATM Automatic Teller Machine TrueFace FaceIt FaceIt - 1 -

6 TrueFace TrueFace FaceIt PC 3 FaceIt FaceIt FaceIt PC FaceIt PC - 2 -

7 (1)

8 (2) - 4 -

9 3 RGB 3 2 (3) 2.4 (4) - 5 -

10 2.5 [5]

11

12 (6) (7) - 8 -

13 (8) (9) 2 (10) 2.10 (11) - 9 -

14 (12)

15 (13)

16

17 3 2 FaceIt TrueFace 3.1 FaceIt FaceIt FaceIt 6 Face Detection ) Segmentation( ) Tracking( ) Faceprint Coding( ) Verification( ) Identification( ) 6 FID Faceprint ID Faceprints Faceprints 2 Enginfaces(Sirovvich Pentland ) Local Feature Analysis ( LFA ) Enginfaces LFA(Local Feature Analysis) LFA (Nodal Points)

18 Enginfaces faceprint

19 3.1.3 Pentium500Mhz Faceprint False Accept Rate False Reject Rate Equal Error Rate FAR = FRR FaceIt AFIS 3.3 FERET FacE Recognition Technology U.S. Army Research Laboratory 3.3 Performance on FERET Database FERET

20 3.4 FaceIt DB Evaluation Software FAR FRR 3.2 FaceIt FaceIt FaceIt head detection LFA Faceprint FaceIt

21 FaceIt LFA LFA an irreducible set of building elements a representative ensemble of faces FaceIt 3.3 FaceIt FaceIt Windows95/98/NT Unix Linux 1 Informix Datablade Faceprint w authentication

22 8 image depth FaceIt 1 2 FaceIt 3.4 FaceItPC FaceItPC Windows Microsoft Win95(98) 90MHz Intel Pentium Compatible or higher 16MB RAM 10MB free hard disk space VGA or higher video display adapter VFW(Video For Windows) USB FaceIt

23 FaceIt FaceIt FaceIt D.E.S Windows95 NT FaceIt

24 FaceIt JPEG ETP FaceIt FaceIt AVI Microsoft Mail Qualcom Eudora3.0 Microsoft MAPI

25 3.5 True Face True Face True Face. kb ICSA International Computer Security Association True Face n 1 1 ID Ameritech Security Link

26 ATM CCM Web 1 n ID TrueFace TrueFace TrueFace Engine SDK C OS Windows95/98/NT SUN Solaris Microsoft Visual C/C++ Visual Basic TrueFace Network CPU Pentium OS WindowsNT Server V4.x Microsoft SQL Server6.5 CPU Pentium OS WindowsNT Workstation V4.x Video for Windows API CPU Pentium OS WindowsNT Workstation V4.x Windows95/98 Video for Windows TrueFace Web Web

27 Web TrueFace Web TrueFace Active-X TrueFace Web Web CPU Pentium OS WindowsNT Server V4.x Microsoft Internet Information Server3.0 CPU Pentium OS Windows95/98/NT4.x Microsoft Internet Explorer3.1 Netscape Navigator4.04 Video for Windows

28 4 4.1 FaceIt FaceIt ATM OK ID ATM FaceIt Point of Sale FaceIt

29 FaceIt Surveillance FaceIt Database

30 US SENTRI FaceIt FaceIt FaceIt FaceIt FaceIt NewHam US Department of Defense US Drug Enforcement Agency US Customs

31 4.2 TrueFace TrueFace TrueFace ATM 300 ATM 24 Pentium PC JPEG Frequent flyer 4.5 TrueFace 2 FaceIt SIND Tonali

32

33 5 FaceIt FaceIt PC 2 2 FaceIt PC 5.1 FaceIt PC FaceIt PC FaceIt FaceIt FaceIt FaceIt 3 ID [skip] 5.3 FaceIt

34 FaceIt FaceIt FaceIt 5.5 [start] FaceIt

35 [Finish]

36

37 5.2 FaceIt PC

38

39

40 - 36 -

41 6 1 1 FaceIt PC TrueFace ATM FaceIt TrueFace

42 7-38 -

43 8 (1) Vol.25 No.8 pp (1986) (2) J-C. Terrillon, M.David and S. Akamatsu Automatic detection of human face in natural scene images by use of a skin color model and of invariant moments; Proc. of FG 98, pp (1998) (3) T. Kurata, D.D. Chang, and S. Hashimoto Multimedia sensing system for robot; Proc. of ROMAN 95, pp (1995) (4) T. Yokoyama, Y. Yagi and M. Yachida Facial contour extraction model; Proc. of FG 98, pp (1998) (5),,, KL ; (D- ), Vol. J76-D-, No.7, pp (1993) (6) J. Heinzmann and A. Zelinsky 3D facial pos and gaze point estimation using a robust real-time tracking paradigm; Proc. of FG 98, pp (1998) (7) R. Cipolla and A. Pentland, eds. Computer Vision for Human-Machine Interaction, Cambridge Univ. Press (1998) (8),,, Vol.119-D, No.1, pp (1999) (9), (1990) (10), ;, PRMU99-55 ( ) (11) H.Wu, Q. Chien and M. Uachida Face detection from color images using fuzzy pattern matching method; IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 10, No. 6 (1999) (12), ;, Vol. J81-D-, No. 5, pp (1998) (13),, ;, Vol. 28, No. 5, pp (1999)

IPSJ SIG Technical Report GPS LAN GPS LAN GPS LAN Location Identification by sphere image and hybrid sensing Takayuki Katahira, 1 Yoshio Iwai 1

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