%灘Pヘレ穹〆゚フ

SYS-08-004-CP
Graphics Application Lab
%“å P• -ÍÚ â uY ßÌ
$ •
ÙS¡p ”’™ß ÿÌ uì
[email protected]
July, 2008
Å c
%“å P•ù ŸU ›ö P•Y µý %“å 7 ¿ üq Ÿ :[‚ Ù : AÃõ -ÍÚ â Í׿ Ö
3 9$ °. %“å b-†‚t ŸÆ:÷¿ ýØ L ™ -ÍÚ â™ JEIDA‚t EXIF L, Z¢
IPTC-NAA‚t CK¢ IPTC -ÍÚ â ‹è ù Y”ý€ Ž‚t PÌüL °. y“ [´ ™’!ßq x
ê çP AdobeP Z¢ Ç& y“ Aà ŸÁ‚ IPTCõ Ì L °. Æ ÃLt‚t™ -ÍÚ â uS
„ Ìê‚ Â©t U_Æ°. Z¢ -ÍÚ âõ ßÌ ™ Y”ý€ Ž‚ © NIÃL › 8; „ [ý ’¿”
–‚ ßÌ£ ½ ™ “ªú Ò_©Æ°. ÷¿ Ç& PÌüL ™ -ÍÚ â ‘< „ ‘< › AÃ
ú qE “é÷¿ Â̟ P• [ý‚ qN3 :Ì£ ½ ú , “‚ ©t U_ÃêÀ ¢°.
sCq: digital photo, DSC, photo metadata, EXIF, IPTC, XMP, DCMI
1
tÁ
P•ú -– ™Ú q %“å b-†õ Ì¢ 7 Í× P• Ìÿ÷¿ -–ý P•‚ ¢
AßÁ ÌÎ Ì 3 ü}°. Ç& è|‚t :üL ™ %“å b-† „ \¾½ Âl b
-† ‹è -–ý P•‚ ¢ Ù AÃõ P• 7 š‚ j¥ü™ -ÍÚ âõ ©t CW L °.
P• -–‚ PÌü™ b-† ; $X¿ uüq Ÿ :[‚ ŸU ›ö b-†® µý -–
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¿ P• 7 ‚ ¦èÈ ½ 3 ü}°. Š: ŸU ›ö b-† EÍ Üý P• ®™ »
ê ‚ P• AÃõ ”£ ½ ˆ‚ {}Ï ,‚ ü 8(Aà Ÿú æ© »ê LKý "½ ›ö
ê }“ Â|: “ G¥) %“å 7 EÍ ÌŸ À y“ ‚ ü© :ù W ú ò“ 8
tê(/ ½ïKByte) AÃõ îY:÷¿ 9$£ ½ ™ õ PÌ L ™ ‡ °.
%“å –\‚ ¢ -ÍÚ â AÙ Â̟ y“ 9$™õ [ý L ™ EÍ |Å¢ ‹£
ú £ ½ °[13]. -ÍÚ âõ ßÌ¥÷¿ ù y“ š¦ š‚t Ù ™ šú • y“
ú Ö3 8;©7 ½ ÷6 îP¢ AÃõ • y“õ *_©7 ½ °. ™ %“å b-†< I
¦† 9ܙ b-†l Óù ½– ܙ „ Âl b-†õ üÅ Š PC‚t fý y“
«“ J#™ y“ š‚t y“õ [ý $# *_ ™Ú qt ›½Ý @¢ ř üq
L °. Z¢ ‘<Üý -ÍÚ â™ t¿ °ô ”˜n \‚t Ÿ °ô Y”ý€ Ž ô ¢ AÃ
õ ?– L ý£ ½ 3 ¢°.
$ Gý PÌü™ %“å –\‚ ¢ -ÍÚ â™ JEIDA(Japan Electronics and Information Technology Industries Association)‚t
q ÂÙÛ %“å b-†‚t ýØ L ™
EXIF(Exchangeable Image File Format)[1]® IPTC(International Press Telecommunications Council) s9 üq CK¢ IPTC -ÍÚ â °[8].
“ ‘< $ Â|:÷¿ Ìü6 ”
ˆ‚ê DCMI[7]# IPTCõ ù¿ XMLÍé÷¿ ŸÁý XMP ù ‘<ê A üq °. ¢` ô
–\ Ùۂt Gý PÌü™ MPEG-7[10] Z¢ %/y%q ‚ ¢ ù ŸÁ A [¢ ‘<Ü
ý jéú CW L °(MPEG-7ù ISO/IEC vu).
Department of Computer Engineering
1
Pusan National University
SYS-08-004-CP
2
EXIF
Graphics Application Lab
-ÍÚ â u
™ A“–\Ì %“å b-†(digital still-camera, DSC)‚ v
C Szvu÷¿ ßÌüL ™ -ÍÚ â ‘< °. %“å b-†õ ¢ y“ $ EXIFõ
“L Ÿ :[‚ Adobe® ù sÅ y“ `š ‚tê y“ ºE „ ½Aè‚ õ “Ù L
°. 0†t S/W¿ `šý y“ù ŸU EXIFAÃõ ”¿ ”£ ½ ÷6 ° y
“ P ‹ Aà ºEY `š ›‚ PÌý ™’!ßq < Ÿü™ ,ú & Ç ½ °.
EXIF(Exchangeable Image File Format)
Seg m en t
SOI
Marker code
0xFFD8
D escr ip t ion
Start of image
APP1
segment structure
0xFFE1
APP1
0xFFE1
Application marker
segment 1
(0xFFE2)
(Application marker
segment 2)
Length
EXIF
(APP2)
0x0000
TIFF header
0th IDF
SOI
0xFFDA
Start of image
0th IDF value
EOI
(0xFFD9)
Compressed
image
1st IDF
End of image
1st IDF
thumbnail data
” 1: %“å P• 7 uS. EXIFAÙ APP1(APP2) Ùۂ 9$ü6 ›Åè PÌ
ò3 4Ìú 7J£ ½ êÀ P y“¿ PÌþ ù ¾Ÿ JPEG y“ j¥üŸ
ê ¢°. (IFD(image file description)‚ y“‚ [¢ Aà ŸÁý°[13].)
” 1‚t™ %“å P• 7 uSõ #Í4L °. APP1 ƒ”$! “>‚ EXIF‚ [´ý A
à ŸÁü6 0¿ XML ¤ îô: Ú â ›õ ““™ ML yý A ý šcq® ” šcq
‚ £¾ý LA † !  AÃõ Ì Š -–ÞE‚ [¢ H/W zA ú u™°. AAP1| ‘TIFF
header’™ y“ AÃõ ŸÁ ™Ú qt ŸU TIFF y“ ‘<‚t A ¢ › AÃõ òÌ©
t ßÌ ™ , °. ½ AÃù IFD(Image File Description, EXIF‚ "Üý š ›)‚ 9$ý
°. CSP ° b-† "‚ 3 »:÷¿ CW ™ maker notes Óù GPS [´ Aêê IFD
\‚ vŸý°. EXIF ‚t™ ¡%¡ 7 ‚ ¢ šA A ê CW L “ Æ ÃLt‚t ©¾ 4
Ìù C½ Ÿ¿ ¢°.
EXIF\‚t CW ™ AÃú bìLý»¿ #€q Ã8 ¾3 °üY ù 4Ìú CW¢°.
÷6 y“ ©\ê,
• y“ Aà - y“ ‚ ¢ Aÿ s¿ TIFF‚t A ¢ ›
™† A ‚ [¢ AÃ, “³, ý ™Ú PÌý S/W# A ý°.
• b-† Aà - b-† CSP „ b-† ?Ý „ H/W zA‚ [¢ AÃ. -–è ú üÅ Š ”
’Ñ, Sý, #>, ISO, d;, Œâߘ, QA“é #‚ ¢ Aà A ý°.
• CSP d!(Maker notes) - vu EXIF AÂt CW ™ , ½ Ù AÃõ CSP Q‚t
Ì CW£ ½ ™ E͂ PÌü6, b-† Ÿ[‚ 0†tê ò ( ½ °. Š:÷¿ „ b-† ½À zA£ ½ ™ ř Ì ÷6 Ù Aà Z¢ I“3 ý°. 0†t b
-† CSP» b-†» CW ™ Aà 4ÌY j °ò°.
Department of Computer Engineering
2
Pusan National University
SYS-08-004-CP
Graphics Application Lab
[´ Aà - Ç& GPSõ CW ™ b-† “™ M÷# EXIF \‚™ A üq °(2.2
£; Ÿu 31 › CW). ™ æX, Lê, m , ¢½ê$X \×, šê, y“ “³ # °j
¢ “ýAÃõ CW¢°.
ŸU %“å P• Á ß⠓ª‚t™ EXIF Aà | -–è (‘Date/time original’ ה)ú
s¿ Ì •°. 9 sq““ MUÏ èŸ‚™ %“å P• 7 ½Aè ú Ì Š Ûu Ÿ
ê °°(7 fè ù ÙÆú ÄP£ EÍ 4Ì ô ¢ 7 ‚ê Ýu L è  µ†“3 ý
°. ½Aè ù Š:÷¿ ”¿ î“üŸ :[‚ ½Aè ú P• -–è ÷¿ A© PÌü
}°). ¢` Boutellù = “ EXIF ה AÃõ S¦ Š Ýí:÷¿ ©¾ P• ì4/ì½ P• “
Óù ;/ C P• “õ uÛ ™ uõ •± Ÿê °°[3, 4].
EXIF vu ›™ y“# b-†‚ ¢ Aà üp: ƒ& A üq ™ ` # ÂÙÛ b
-† ? A ý ›‚ ¢ AÃõ CW • M™°. CSP/b-†»¿ ٠ה ú xØ:
÷¿ CW L °. 0†t EXIF Aà P• DBõ [ý L *_ Ÿ `ý # PÌ ßÌ£ ½
{êÀ ה Aà U& “ M™ P•ê °Ÿ j¥üq ú  müú ‘ ‚ qb ¢°.
vu EXIF ה®™ »ê¿ b-†»¿ "Üý AÃõ CW ™ ÙÛ †¿ ‘Maker notes’
°. Maker notesõ A © , ™ vu “ ” K‚ 9$ü™ 4Ìù CSP»¿ °ò°.
Š:÷¿ çP»¿ P b-† Ÿ[‚ PÌü™ הõ 0¿ A ©nL °(v 1 ÷S). ‹è ù
çP ? b-†‚ [ CWü™ ,ù I¦L Ÿ[»¿ CWü™ Aà j %ý°. [C™ ‘<
Üüq “ Mù maker notes Ùۂt \¾& îÌ¢ AÃõ CW L °™ > °. šõ q
FujifilmP b-† EÍ blur warning # exposure warning ¨@ú CW L °.
EÍ x {
Œâ \‚t ó ýõ ¢ Ûuú “ MÌ†ê ©¾ y“ qE — “õ Ö3 N ½ °. Z
¢ brightness# contrastõ Ù CSP™ ½X¿ CW L °(°ô CSP™ normal, auto #÷¿
ý Ÿê ¥). ‹è Y°d; „ aŸ CX :ù P•ú 4Ìú Ó MLê Ö3 :»©7 ½ °. ¢` maker notes‚™ EXIF vu ה® |Äü™ ¨@ê \¾½ U& ™Ú, Ù ?Ý EÍ
maker notes‚t 𠃢 Aà CW ™ › EÍ vu EXIF ›‚ AÃõ CW “ M™
EÍê °. 0†t vu ה ú Ì©t P•ú *_ ™ ,ú ¡&² q·3 ™ ‹îYê
Ù Œf L °. »¿ Canon "A ?݂t™ flash AÃõ maker notes‚t ƒ& CW ™ E
Í vu ה flashAà Ÿ&ü“ M™°. ;Š:÷¿ maker notes‚t CW ™ ה [ê ×
$ L P•»¿ CWü™ Aà [ Fq“Ÿ‚ Aë“ L²¢ Â̟ P• [ýõ æ
©t™ 9$Y *_‚ :<¢ Ú â® ß [ý ›½: , °.
• GPS
3
IPTC
-ÍÚ âõ Ì¢ xîP ŸÁ
%“å P• 4Ì A ßÌü™ -ÍÚ â| $ PÌü™ , IPTC(International Press
Telecommunications Council)‚t A ¢ IIM(Information Interchange Model)÷¿ & IPTC† Ý
ýÏ°. EXIF‚t™ s¿ b-† -–A ¢ Ú âõ CW°°8 IPTC™ P• ºL ™
4̂ ¢ annotationú sÅ @:÷¿ L °.
IPTC‚t s¿ Ìü™ הAÃ
Caption, Category, City, Copyright notice, Country code, Country name, Credit,
Date/time created, Edit status, Fixture identifier, Headline, Keywords, Object
Cycle, Object name, Original transmission reference, Originating program,
Photographer, Photographer title, Province/state, Release date/time, Source,
Special instructions, Sublocation, Supplemental categories, Urgency, Writer
AdobeP EÍ y“ AÃõ ŸÁ ™Ú q jùl 7 „ JPEG, TIFF 7 ‚ P Lî
-ÍÚ â jéú PÌ°}“ Ç&™ IPTC הõ ßÌ L °. y“ 7 ‚t Ç ½ ™ 9
Aà „ y“ íß! ŸÁ AÃ(caption), bìLý([Ü, EC, pï, ßjP® ù ÂÛê), Å×
, ‘/! # Aà IPTCõ ßÌ¢ , °. IPTC™ 1991[‚ q• ,÷¿ %“å P•ú
Department of Computer Engineering
3
Pusan National University
SYS-08-004-CP
Graphics Application Lab
ê©t q• , I¨ Š: %“å y“ 9$Y ?–ú Ì 3 Ÿ æ¢ , °.
ù \Ì Y”ý€ Ž CSP ‹è Adobe ŸÁ“éú PÌ Š IPTCõ “Ù L °. IPTC Z
¢ %“å 7 \‚ EXIF® îP¢ Í׿ j¥üq °. EXIF 7 \‚t y“ ß! 4Ì
#¡Ÿ ;‚ APP2(code 0xFFE1) ƒ”$!‚ æX°Ï,Y , IPTC ‹è APP13(code 0xFFD¿
è) ƒ”$!‚ æX¢°.
Max Length (#
characters)*
IPTC Field
DescripƟon
Example
CapƟon
Long form descripƟon of
Subject and related subject
data in a Natural Language
capƟon
Dictator Simms addresses a crowd at the first
futbol match of the season.....etc
2000
List of subject data by
discrete words / phases
POLITICIAN, DICTATOR, FUTBOL, SOCCER
64 ‡
Credit
photographers name, agency
name, etc
Juanita Doe/Parador Times
32
Copyright
photographers name, agency
© Juanita Doe/Parador Times, all rights reserved
name, rights
Keywords
Object Name**
128
similar to filename; may
include unique idenƟfier
pe10102r
64
Created Date
date image created
03/16/2003
16
City
locaƟon of image
Chicacata
32
Province State
locaƟon of image
Paranita
32
Country
locaƟon of image
Parador
64
Special InstrucƟons
list any restricƟons,
embargo, rights info
MAGS OUT, INTERNET OUT, NO THIRD PARTY
SALES
256
Byline
Precise text of Byline
© Juanita Doe/Parador Times
64
Category Code (see ANPA
Wire Categories below)
I = InternaƟonal
3
Subject data, in short form
Dictator Simms at futbol match 03/16/2003
256
provider of image
Parador Times
32
Category ***
Headline
Source
” 2: IPTC -ÍÚ â u š[11]. y“‚ [¢ [Ž z< „ æX, 9, 9„, Ûê,
Å× # y“ 4Ìú ŸŠ÷¿ 9$ „ *_ú Ì 3 ê®s™ AÃõ °½ j¥ L °.
” 2‚t™ IPTC -ÍÚ â PÌ šõ ÊsL °( ٠ה xØ:÷¿ PÌü}ü). 0
†t %“å P• 9$™õ u9 L y“ 4̂ ¢ AÃõ ŸÁ£ ›Å ú E͂™ j
éú PÌ Ÿ ð Adobe# ACDSee # sÅ [ý ’¿”–‚t ßÌü™ IPTC -ÍÚ âõ
%“å P•‚ ®. èÅL 9$™‚t™ õ ”? ?– Ï Óù ›Å¢ AÃõ 8; Š 0¿ Ú
⮠߂t [ý êÀ ™ , ÌÎ îY: ,÷¿ f ý°.
4
ŸÍ -ÍÚ â ‘<
®
½‚ê %“å –\ú ŸÁ Ÿ æ¢ -ÍÚ â ‘< = “ U&¢°. ” |
™ ŽŠ/*_ú Ö3 £ ½ êÀ ™Ú #>ú : j
é ° ™ y“ z<ú uS:÷¿ ŸÁ£ ½ êÀ © nIt ³¿& 4̂ ©t z< ŸÃ°™ @: 4Ì #‚ ©t G:÷¿ ŸÁ£ ½ ™ bìLýõ ³G»¿ xØ êÀ üq ° ™ Û y“ I¨ [t‚ê :Ì °. Ù pïŸ[, êt[, ±AŸ[ #‚t™ DCMI ÍÚ âõ Ì Š îñ: ŸÀ] ?–“ª÷¿ ßÌ L °L ¢°[13].
MPEG-7ù ISO/IEC vu÷¿t Motion Picture Expert Group(MPEG)‚ © Œü}÷6 %/
y%q xîP‚ ©t A L °. 7 \‚ -ÍÚ âõ vÇ肙 XMLú ßÌ L °. s
EXIF IPTC
DCMI(Dublin Core Metadata Initiative)
[7].
,
.
Department of Computer Engineering
4
Pusan National University
SYS-08-004-CP
Graphics Application Lab
¿ ü%¡ 7 Aà ŸÀ‚ ßÌý°.
XMP(Extensible Metadata Platform)™ y“õ æ© Adobe‚t XML ŸŠ -ÍÚ â
‘< °. 2004[êÙâ IPTC® Wô÷¿ vuú ¦ ²™ zú •±|‚ ÷6 ” @Y¿ A
ý ‘< IPTC4XMP(IPTC Metadata for XMP standard) °. 2005™ IPTC® XMP ôŸÜõ æ
© XMP Core Schema <ƒõ }°. 0†t Ç&«• EXIF® ŸU IPTC s¿ PÌüL “ X÷¿™ ^¿ Œý IPTC4XMP ‘< âV *_ # Web 2.0ŸŠ ÞE‚t Gý Ìþ ,
÷¿ 8QüL °.
5
-ÍÚ â › ?– „ Aà 8;
P•‚t PÌü™ -ÍÚ â | EXIF EÍ Ì†ê Maker notes °j 3 uüq q
Š PÌ 4Ìú <Ý& NŸ æ©t™ :<¢ ïq ’¿”– ›Å °. v4‚t PÌ
™ NA® Google‚t CW ™ Picasa E͂™ EXIF vu › |‚tê
Ìü™ Ù ×
” Aà ú vè©u°. ACDSee‚t™ üp: ƒ¢ AÃõ CW 6 Ù CSP maker notes
¨@«“ ßÌ Š *_£ ½ ™ Ÿ ú ´© nU°. y“ ïq ’¿”– ½‚ê ³¿& -ÍÚ
â AÃõ Ý „ ?– Ÿ æ©t q• ’¿”–ê = “ U&¢°. Opanda PowerExif ù
’¿”–ú PÌ 8 EXIF AÃõ Ö3 Ý L "A › ú ½A£ ½ê °. üp: s z
Ú !ü6 \ƒ¢ -ÍÚ â AÃõ CW ™ ’¿”–ù ExifTool[5] ˆ XÒ W ™’!ßq¿
t EXIF, IPTC, XMPõ “Ù 6 %“å b-† CSP maker notes«“ j¥ Š * 5500Š
\ ›‚ ¢ AÃõ CW©u°. $ /– £;ù 7.39¿ 2008[ 7ڂ ý‹ý £; °.
™ “ ’¿”– Í׿ üq ÷6 ” 3Y -ÍÚ â šú [Ž¿ vè©u°. PÌ
` õ æ© GUI Y£ ’¿”–ê 0¿ Œüq PÌüL °. Ç&«“ U_Æ †¿™ ExifTool
$ ù -ÍÚ â AÃõ CW L ÷6 4Ìú ß¾ÿ\‚ èê Í׿ vè ™ °ô ïq® µ
ý @Yõ íß! 7 ¿ uú ½ Ÿ‚ -ÍÚ âõ ßÌ©b ™ ’¿”– Œ‚ Aà 8; êu
¿ ßÌþ ú Žq L °. Perlú Ì© ý ExifToolù Perl‚t Ì ¢ -ÍÚ
â 8; „ ½A † õ ýê CW L ™ ,÷¿ Ý ý°. ° ½ ‚ µ ™ ù AÃõ qN
3 7ñ©t é» L [ý£“™ f ©Ìb£ [C °.
”
ú Ì¢ %“å P• 7 -ÍÚ â Aà vè š. EXIFõ üÅ¢ IPTC,
› # ÂÙÛ ®.üq ™ AÃõ Êu°.
3: ExifTool
XMP
6
@ Á (- Í Ú â ß Ì „ Û ñ )
Æ ÃLt‚t™ Ç& s¿ PÌü™ -ÍÚ â u „ Ìê‚ Â©t U_ÃU°. $ Gý PÌ
Department of Computer Engineering
5
Pusan National University
SYS-08-004-CP
Graphics Application Lab
ü™ -ÍÚ â ‘<ú à™°8 b-† H/W: -– AÃõ #Í4™ %“åb-† vu
EXIF®, y“ 4Ìú ŸÁ ™, sÅ @:÷¿ -– 4̂ ¢ z<, æX, Ûê #ú #Í4
™ IPTC °.
Â̟ %“å P• 9$™õ u9 L -ÍÚ âõ *_‚ ßÌ Ÿ æ©t™ ” 4® ù Í×
¿ -ÍÚ âõ ßÌ£ ›Å °. EXIFõ ©t b-† -– AÃõ 8; L y“ 4̂
¢ ŸÁ ›Å£ EÍ IPTC ½Ìõ © P• 7 \‚ AÃõ ®. èÇ°.
Photo repository (Info DB)
Photo
Store
Photo
Image
+
Search
EXIF
(H/W
info.)
IPTC
metadata
(contents
info.)
+
Quality
desc.
+
Extra info.
(photo
set)
” 4: %“å P• 9$™ -ÍÚ â ßÌ œê.
” ½‚ê y“ —‚ [¢ Aî Ù P• ê:÷¿ ì¹ ƒ! EÍ ú é
»£ P•Aà „ 7†yâ Aà #ú ŸÁ£ › ›Å °. Ç& Ùۂ ©t™ 0¿ A ý ‘
< {Ÿ :[‚ EXIF maker notes® IPTC Óù EXIF \ PÌ ‘/!# oŽÙۂ £
¾ý W ú ßÌ ™ “ªú Ì $# »ê z<7 ú ßÌ ™ “ª, %“å P• 9$™‚t P
• [ýõ æ© zG¢ Ú â® ß \‚ ŸÀ ™ “ª# L²þ ½ °.
9$™‚t P•ú îñ:÷¿ *_ Ÿ æ©t™ P•Y ¥Í »ê [ý Ú â® ßõ q ›Å¢ -ÍÚ â AÃõ 9$ Š PÌ Ù ™ P•ú êš& üú ½ êÀ zG ™ ,
†Š”£ , °. %“å P•‚t -ÍÚ âõ 8;£ E͂™ ‘< ßX‚t A ý šcq ‘
® AÃõ
’¿”’ƒ Ÿ‚™ \¾¢ è ™Åþ , °. Á ß⠒¿”– ú æ
©t EXIF Ù ›‚ ©t raw Ú â‚ ?– Š °ô Í ú “™ ¨@ú 8;¢ E
¹‚ U_Ã&Ú Ã œ
™ z I¦6, ¨@ ½ I—½À ‘. ¡ê Œf Ýí Z
¢ mI•°. 0†t ExifToolY ŸU N²• 8; ’¿”–ú ßÌ ™ , îÌ L £; º
E‚ 0ô æ¹ê v ™ £ þ , °. ° Maker notes „ ‘<»¿ › ½ CX It ?
€ ߂ © @Y íß!õ 7ñ $# DB\‚ W ú ´ ™ , q²Ít¿ :<¢ x‚t
|Åê mù ›õ ßÌ êÀ SA ›Å£ ,÷¿ f ý°.
References
[1] Exif version 2.2 digital still camera image file format standard (exif) version 2.2. Technical report,
Japan Electronics and Information Technology Industries Assoc., 2002.
[2] ACDSee Photo Software Homepage. http://www.acdsee.com/.
[3] M. Boutell and J. Luo. Bayesian fusion of camera metadata cues in semantic scene classification.
In CVPR ’04: Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision
and Pattern Recognition, volume 2, pages 623–630, 2004.
[4] M. Boutell and J. Luo. Photo classification by integrating image content and camera metadata.
In ICPR ’04: Proceedings of the 17th International Conference on Pattern Recognition, volume 4,
pages 901–904, 2004.
Department of Computer Engineering
6
Pusan National University
SYS-08-004-CP
Graphics Application Lab
[5] ExifTool by Phil Harvey Official Homepage. http://www.sno.phy.queensu.ca/ phil/exiftool/.
[6] Cesar Fernandez Gago. Personal content management systems: photo editing. Technical report,
Helsinki University of Technology, Autumn 2006.
[7] Dublin Core Metadata Initiative(DCMI) Official Homepage. http://www.dublincore.org/.
[8] The IPTC Official Homepage. http://www.iptc.org/pages/index.php.
[9] Marjo Markkula and Eero Sormunen. End-user searching challenges indexing practices in the
digital newspaper photo archive. Information Retrieval, 1(4):1386–4564, January 2000.
[10] MPEG-7 standard overview (version 10). http://www.chiariglione.org/mpeg/standards/mpeg7/mpeg-7.htm.
[11] The IPTC-NAA standards. http://www.controlledvocabulary.com/imagedatabases/iptc naa.html.
[12] ExifTool tag name documentation web page. http://search.cpan.org/ exiftool/Image-ExifTool7.30/lib/Image/ExifTool/TagNames.pod.
[13] Jelena Tesic. Metadata practices for consumer photos. IEEE Multimedia, 12(3):86–92, July-Sept.
2005.
Department of Computer Engineering
7
Pusan National University
SYS-08-004-CP
Graphics Application Lab
v 1: b-† CSP»¿ CW ™ EXIF Maker notes ¨@(N²• Ù CSP‚ ¢ ¨@
#Žü}°). ٙ vu ¨@Y |Äü“ Ì ƒ¢ Aà vŸ æ©t PÌ Ÿê 6
: vu › õ PÌ “ M™ EÍê °.
CSP
Canon
Casio
Epson
Fujifilm
Minolta
Nikon
Olympus
Pentax
Sony[12]
CSP» Maker Notes‚t CW ™ ¨@
AF point selected, Camera serial number, Continuous drive mode, Contrast, Easy
shooting mode, Exposure mode, Firmware version, Flash bias, Flash mode, Focus mode,
Image number, Image size, Image type, ISO, Macro mode, Metering mode, Owner name,
Saturation, Self timer, Sharpness, White balance
CCD Sensitivity, Contrast, Digital zoom, Flash intensity, Flash mode, Focusing mode,
Object Distance, Quality, Recording mode, Saturation, Sharpness, White balance
Band color Black Level of B Pixel, Black Level of Gb Pixel, Black Level of Gr Pixel,
Black Level of R Pixel, Camera ID, Camera model, Color mode, Color tint, Contrast,
Edge enhancement, Film setting, Filter effects, Height of the main image, Height of the
thumbnail, Left position of the main image, Left position of the thumbnail, Main image
X dimension, Main image Y dimension, Noise reduction, Resolution mode, Saturation,
Top position of the main image, Top position of the thumbnail, Width of the main
image, Width of the thumbnail
Auto exposure warning, Blur warning, Bracketing, Color, Flash mode, Flash strength,
Focus mode, Focus warning, Macro, Picture mode, Quality, Sharpness, Slow sync, Tone,
White balance
Aperture value, Bracketing, Brightness value, BW filter, Color filter, Color Mode,
Contrast, Date, DEC position, Digital zoom, Drive mode, Exposure bias value,
Exposure mode, File number memory, Film speed, Flash bias, Flash fired, Flash mode,
Focal length, Focus area, Focus distance, Focus mode, Folder name, Image size, Internal
flash, Interval length (min), Interval mode, Interval number (frames), ISO, Last file
number, Macro mode, Max. aperture value, Metering mode, Model, Quality, Saturation,
Sharpness, Shutter speed value, Spot focus point x, Spot focus point y, Subject program,
Time, White balance, White balance blue, White balance green, White balance red,
Wide focus zone
Adapter, AF Focus, Auto flash mode, CCD Sensitivity, Color Mode, Contrast, Digital
zoom, Fisheye used, Flash bias, Flash bracket compensation, Flash setting, Focus, Focus
mode, Image Adjustment, Image optimization, Image sharpening, ISO selection, ISO
setting, Manual focus distance, Noise reduction Quality, Saturation, White balance
Digital Zoom Ratio, JPEG Quality, Macro, Picture Info, Software Version, Special Mode
AF point selected, Contrast, Date, Exposure bias value, Exposure time, Flash mode,
F-number, Focal length, Focus mode, ISO, Metering mode, Quality, Saturation,
Sharpness, Time, White balance, White balance mode
PrintIM, Preview image, Color reproduction, Color temperature, Scene mode, Zone
matching, Dynamic range optimizer, Image stabilization, Lens ID, Minolta maker note,
Color mode, Macro, Exposure mode, Quality, Anti-blur, Long exposure noise reduction
Department of Computer Engineering
8
Pusan National University