橡最新卒論

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1 Research of improving of recognition ability in Face recognition system

2 Abstract The age when baiometrics was used as a password came today. Because various baiometrics such as a voice, a fingerprint, a palm print, and muscular currents are researched as a password. In this research, pay attention to the face image recognition. It is easy for all men to have, and to handle the face very near oneself for man. The comparison experiment concerning passage and the illumination condition of days is done by using the software, which is researched and developed in the United States, named FaceIt, the possibility and the problem to an individual attention which uses the face image recognition are examined. - i -

3 EM Expectation Maximization True Face ii -

4 iii -

5 - - infrastructure

6 - - 2

7 1.5 infrastructure EM Expectation Maximization (1) ( 2 ) 0 - -

8 1990 (2) EM Expectation Maximization EM (3) - -

9 (4) ( ) % Goudail % Log-Polar (5) MMP Massively Paralell ProcessingPDP Paralell Distributed Processing - -

10 (6)

11 n+1 n

12 (7) (8) - -

13 Back Propagation (GA) Back Propagation (9) BP Back Propagation BP BP (10) - -

14

15 equalize (0-255 ) ( ) normalize ( ) 10x10(100 ) 20x20(400 ) normalize normalize normalize normalize normalize normalize Equalize equalize (equalize ) equalize Normalize (11) - -

16 8 3 '99 (12)(13)(14) CCD charge-coupled device AD-CCDF2 Windows98 AD-CCDF2 USB 25 CCD PC PC( ) CCD 5 (15) - -

17 Access Log &.. DES(Data Encryption Standard) ANSI( ) IBM 56 DES AES (17) - -

18 (16) [User List] [User List] [View User List] [User List] Access Key Access Key 5 [User List] (16) User List User Access Key Access Key Access Key 3.1 User List 3.1 User List - -

19 3.2 Access Log [Access Granted] [Access Denied] [Face Not Found] YYYYMM YYYY= MM= (16) 3.2 Access Log - -

20 Visionics Corporation (16) True Face True Face True Face True Face CCD USB 500,000 ICSA International Computer Security Association 1 2 (18) - -

21

22 A B sample - -

23 sample

24 User List

25 4.3 60W

26

27

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29 B - -

30

31 5.6 Closest Name

32 ( )

33

34 Transaction # Date Security - -

35 Level Security Threshold Closest Name Account

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42 2 60W

43 - -

44 % 50% 33% 15%

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48 pp [PC WEEK/JAPAN] from PC WEEK WIRE August

49 FaceIt PC PGP True Face - -

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SURF,,., 55%,.,., SURF(Speeded Up Robust Features), 4 (,,, ), SURF.,, 84%, 96%, 28%, 32%.,,,. SURF, i 24 SURF Recognition of Facial Expression Based on SURF 1130402 2013 3 1 SURF,,., 55%,.,., SURF(Speeded Up Robust Features), 4 (,,, ), SURF.,, 84%, 96%, 28%, 32%.,,,. SURF, i Abstract Recognition of Facial

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