Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
ECCV における超解像論文(3本)
Search
HyperPigeon
October 20, 2018
Technology
1.1k
3
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
ECCV における超解像論文(3本)
第49回 コンピュータビジョン勉強会@関東, ECCV2018 読み会の資料になります。
HyperPigeon
October 20, 2018
More Decks by HyperPigeon
See All by HyperPigeon
MeteorSearch.pdf
pigeon
16
24k
Other Decks in Technology
See All in Technology
日本 Fintech 未来予測レポート 2027〜2028年(オリジナル版)
8maki
0
2.2k
Oracle AI Database@AWS:サービス概要のご紹介
oracle4engineer
PRO
4
3k
2026TECHFRESH畢業分享會 - Lightning Talk - E起 See See : 電商推薦讀心術? 數據說了算
line_developers_tw
PRO
0
1.1k
AI駆動開発を通して感じた、 AI時代のデザイナーの役割変化
whisaiyo
3
2.2k
iAEONの段階的リアーキテクト戦略 / iAEON's_Gradual_Re-architecture_Strategy
aeonpeople
0
140
2026TECHFRESH畢業分享會 - 原生還是跨平台? App 開發踩坑實錄
line_developers_tw
PRO
0
1.1k
小さくはじめるSLI/SLO ~育てながら組織に定着させる実践知~ / Starting Small with SLI/SLOs: Building Adoption Through Continuous Growth
nari_ex
7
2k
Snowflakeと仲良くなる第一歩
coco_se
4
480
SONiCの統計情報を取得したい
sonic
0
180
連合学習と機密コンピューティング
lycorptech_jp
PRO
0
120
SONiC Scale-Up Working Group から探る Scale-UpやUltraEthernet機能の実装方法
ebiken
PRO
2
350
やさしいA2A入門
minorun365
PRO
12
1.9k
Featured
See All Featured
Groundhog Day: Seeking Process in Gaming for Health
codingconduct
0
210
Rebuilding a faster, lazier Slack
samanthasiow
85
9.5k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
smashingmag
254
22k
Typedesign – Prime Four
hannesfritz
42
3.1k
Music & Morning Musume
bryan
47
7.2k
The Mindset for Success: Future Career Progression
greggifford
PRO
0
360
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
330
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
12
1.2k
Product Roadmaps are Hard
iamctodd
PRO
55
12k
Documentation Writing (for coders)
carmenintech
77
5.4k
How to Talk to Developers About Accessibility
jct
2
230
SEO in 2025: How to Prepare for the Future of Search
ipullrank
3
3.5k
Transcript
&$$7ʹ͓͚Δղ૾จ ୈճίϯϐϡʔλϏδϣϯษڧձˏؔ౦ &$$7ಡΈձ ౦ژେֶதࢁӳथݚڀࣨॴଐ . :VEBJ/BHBOP
ࣗݾհ w 5XJUUFS!IZQFS@QJHFPO
ࠓհ͢Δจ w 43'FBU w 3$"/ w &43("/ w ʢຊ͋ͱຊ 84ͷ͕͋Δ͕·ͱΊ͖Εͳ͔ͬͨʜʣ
!3
͡Ίʹ
ղ૾ͱ ͬ͘͟Γ w ը૾ಈըͷղ૾Λ্͛Δ$PNQVUFS7JTJPOͷλεΫ ͷҰछ w ࠓઆ໌͢Δ༰શͯ 4JOHMF*NBHF4VQFS3FTPMVUJPO 4*43 !5
ෆྑઃఆ JMMQPTFEQSPCMFN w ղ૾ͷ߹ɺग़ྗ͕Ұҙʹఆ·Βͳ͍ w .4&."&Ͱ࠷దԽ͢Δͱ΅͚ͨը૾͕ੜ͞Εͯ͠·͏ !6 <-FEJHFUBM >
5IF1FSDFQUJPO%JTUPSUJPO5SBEFP⒎ <:PDIBJFUBM > !7
ϕϯνϚʔΫσʔληοτʢֶश༻ʣ <&JSJLSFUBM > w ,ͷߴը࣭σʔληοτ ղ૾ίϯϖ༻ w 5SBJOຕ5FTUຕ !8
ϕϯνϚʔΫσʔληοτ ʢςετ༻ʣ !9 4FU 4FU 6SCBO #4%
43'FBU4JOHMF*NBHF4VQFS 3FTPMVUJPOXJUI'FBUVSF%JTDSJNJOBUJPO
֓ཁ w 43("/<-FEJHFUBM >ͷڧԽ൛ͦͷ̍ w 1FSDFQUVBMܥ w ओͳಛ̎ͭͷ%JTDSJNJOBUPS !11
ઌߦݚڀ
ઌߦݚڀ1FSDFQUVBM-PTT <+PIOTPOFUBM > w ݩʑ4UZMF5SBOTGFSܥͷจ͔Βߟ͑ΒΕͨͷ w 7((ͷதؒͰը૾ͷಛΛൺֱɺϩεͱ͢Δ w ͜ΕΛͬͯ4VQFS3FTPMVUJPO͢Δͱݟ͕ͨࣗવʹͳΔͷͰසൟʹ༻͞ΕΔ !13
ઌߦݚڀ43("/ <-FEJHFUBM > w 1FSDFQUVBM-PTTʹ("/ͷֶश๏ΛՃ w ("/෦ͷׂ(FOFSBUPS͕ղ૾Λߦ͍ɺ%JTDSJNJOBUPSೖྗ͞Εͨը ૾͕ʮղ૾͞Εͨը૾ʯ͔ʮߴղ૾ͷը૾ʯ͔ผ͢Δ w .4&Ͱ࠷దԽͨ͠4*43ςΫενϟ͕΅͚Δ͕ɺ43("/ʹΑͬͯग़ྗ͢Δ
ը૾ςΫενϟ͕͖ͬΓ͓ͯ͠ΓɺϦΞϧͰ͋Δͱ͍͏ͷ͕ஶऀͷओு w 14/344*.ͳͲͰܭଌͰ͖ͳ͍ͷͰɺਓؒͷධՁ .04UFTUJOH Λ༻͠ɺ ैདྷख๏Λ্ճΔ͜ͱΛࣔͨ͠ !14
ఏҊख๏
ఏҊख๏ w 7((ͷಛϚοϓ͔Β43)3Λผ͢Δ %JTDSJNJOBUPSʹΑΔGFBUVSF("/-PTTFTΛՃ w (FOFSBUPSʹதؒಛΛ׆͔͢MPOHSBOHFTLJQ DPOOFDUJPOΛಋೖ͠ɺੑೳ্ !16
ఏҊख๏ 'FBUVSF("/-PTT !17 QFSDFQUVBMMPTT *NBHF("/MPTT 'FBUVSF("/MPTT
ఏҊख๏ 'FBUVSF("/-PTT !18 QFSDFQUVBMMPTT *NBHF("/MPTT 'FBUVSF("/MPTT 8 )
$ԣ ॎ νϟϯωϧ ЇN ɾ 7((ͷதؒͷग़ྗ ॴN൪ͷQPPMJOHͷલ *Hղ૾͞Εͨը૾ɻ*Iຊͷը૾ɻ EG ɾ GFBUSVFEJTDSJNJOBUPSͷग़ྗ EJ ɾ JNBHFEJTDSJNJOBUPSͷग़ྗ -JEJNBHFEJTDSJNJOBUPSʹ͔͔Δϩε -GEGFBUVSFEJTDSJNJOBUPSʹ͔͔Δϩε -GBHFOFSBUPSʹ͔͔Δϩε
ఏҊख๏ 'FBUVSF("/-PTT !19 QFSDFQUVBMMPTT *NBHF("/MPTT 'FBUVSF("/MPTT ΦϦδφϧͷ43("/ͷϩεͷΈ߹Θͤ 43("/ͱಉ͡
%JTDSJNJOBUPS
ఏҊख๏ 'FBUVSF("/-PTT !20 QFSDFQUVBMMPTT *NBHF("/MPTT 'FBUVSF("/MPTT ΦϦδφϧͷ43("/ͷϩεͷΈ߹Θͤ 43'FBUͷϩεͷΈ߹Θͤ
43("/ͱಉ͡ %JTDSJNJOBUPS
ఏҊख๏ 'FBUVSF("/-PTT !21 QFSDFQUVBMMPTT *NBHF("/MPTT 'FBUVSF("/MPTT ΦϦδφϧͷ43("/ͷϩεͷΈ߹Θͤ 43'FBUͷϩεͷΈ߹Θͤ
ୈೋͷ %JTDSJNJOBUPS 43("/ͱಉ͡ %JTDSJNJOBUPS
ఏҊख๏ 'FBUVSF("/-PTT !22 w %JTDSJNJOBUPS43("/ͰΘΕ͍ͯΔͷͱಉ͡ ͷΛ༻ w ͜ΕΛ̎ͭ༻ҙ͠ɺJNBHFEJTDSJNJOBUPSͱGFBUVSF
EJTDSJNJOBUPSͱ͢Δ
ఏҊख๏ MPOHSBOHFTLJQDPOOFDUJPO !23 43("/ (FOFSBUPS 43'FBU (FOFSBUPS
ఏҊख๏ MPOHSBOHFTLJQDPOOFDUJPO !24 43("/ (FOFSBUPS 43'FBU (FOFSBUPS ͜Ε
ఏҊख๏ MPOHSBOHFTLJQDPOOFDUJPO !25 43'FBU (FOFSBUPS w Y$POWʹΑͬͯग़ྗͷӨڹΛௐͰ͖Δ 4FD
w #BDLQSPQBHBUJPOʹΑΔޯ͕ಧ͖͘͢ͳΔ 4FD
࣮ݧ
ֶशํ๏ w ֶशೋஈ֊ 4FDʹશͯॻ͍ͯ͋Δ w (FOFSBUPSΛ*NBHF/FUͷҰ෦Ͱ1SFUSBJO͠ɺ.4& ͷ࠷খԽΛߦ͏ w ̎ͭͷ%JTDSJNJOBUPSͱQFSDFQUVBMMPTTΛՃ͑ɺ
(FOFSBUPSͷҎԼͷMPTTΛ࠷খԽ ЕFΛ༻ !27
σʔληοτʢֶश༻ʣ w (FOFSBUPS 1SFUSBJO *NBHF/FU w (FO%JT%*7, ຕ ը࣭, ଞख๏ͱͷൺֱʹ༻
w 7((*NBHF/FU !28
ධՁࢦඪ w 14/3 w 44*. w 0CKFDU3FDPHOJUJPO1FSGPSNBODF 4FD w
࣍ͷεϥΠυͰઆ໌ !29
0CKFDU3FDPHOJUJPO1FSGPSNBODF w *-473$ͰΘΕͨը૾Λॖখ YˠY ͠ɺͦΕΛղ૾ YˠY ͢Δɻͦͷը૾Λೝ ࣝثʹ௨ͨ͠ͱ͖ͷਖ਼͕είΞʹͳΔ w
3FT/FUʹΑΔ*NBHF/FUͷ1SFUSBJOFEϞσϧΛར༻ $B⒎FʹΑΔެࣜϞσϧ w ධՁʹ༻͢Δͷ*-473$ͷ7BMJEBUJPOηοτʹ ؚ·ΕΔಛఆͷը૾ຕ ઌ಄͔Βॱʹऔಘ͢ΔΒ͍͠ !30
݁Ռ
݁Ռɿ14/344*.ൺֱ w ςετηοτͷΈ߹Θͤ43("/ͱಉ͡ w 43'FBU.(FOFSBUPSͷϑΟϧλνϟϯωϧ͕ w 43'FBU. !32
0CKFDU3FDPHOJUJPO1FSGPSNBODF w #BTFMJOF ը૾Λͦͷ··ೖΕͨ߹ ʹ͍͍ۙͮͯΔ !33
"CMBUJPO4UVEZ w 43'FBU.ϑϧϞσϧ νϟϯωϧ w XP$POWY$POWൈ͖ w XP4LJQMPOHSBOHFTLJQDPOOFDUJPOൈ͖ w
43'FBU.ϑϧϞσϧ νϟϯωϧ !34
"CMBUJPO4UVEZ w 43'FBU.ϑϧϞσϧ νϟϯωϧ w XP$POWY$POWൈ͖ w XP4LJQMPOHSBOHFTLJQDPOOFDUJPOൈ͖ w
43'FBU.ϑϧϞσϧ νϟϯωϧ !35 ΄ͱΜͲ ϑϧϞσϧͱ ಉ͡Ͱʁ
"CMBUJPO4UVEZ w ֤MPTTʹΑΔग़ྗͷมԽɻ w 43'FBU*'͔ͳΓΤοδ͕ޮ͍͍ͯΔ !36
43'FBU·ͱΊ w Ϟσϧͷվྑ MPOHSBOHFTLJQDPOOFDUJPO Λߦ͍ (FOFSBUPSͷੑೳΛվળ w 'FBUVSFEJTDSJNJOBUPSΛಋೖ͢Δ͜ͱͰɺग़ྗͷݟͨ Λվળ !37
*NBHF4VQFS3FTPMVUJPO6TJOH 7FSZ%FFQ3FTJEVBM$IBOOFM "UUFOUJPO/FUXPSLT 3$"/
֓ཁ w 14/3ࢦͷղ૾Ϟσϧ w 3FTJEVBM$IBOOFM"UUFOUJPO/FUXPSL 3$"/ ΛఏҊ !39
ఏҊख๏
ఏҊख๏ w 3FTJEVBM$IBOOFM"UUFOUJPO/FUXPSLͷߏ w 3FTJEVBMJO3FTJEVBM 3*3 TUSVDUVSF w
$IBOOFM"UUFOUJPO $" NFDIBOJTNΛಋೖ !41
ఏҊख๏ 3FTJEVBMJO3FTJEVBMTUSVDUVSF w 4IPSUTLJQDPOOFDUJPO 44$ ͱ -POHTLJQDPOOFDUJPO -4$
͔ΒͳΔSFTJEVBMߏ w 43'FBUͱͭͳ͗ํ͕ҟͳΓɺ·ͨY$POW͕ͳ͍ !42
ఏҊख๏ 3FTJEVBMJO3FTJEVBMTUSVDUVSF w ͜ͷߏʹΑͬͯɺΑΓ%FFQͳߏΛֶशՄೳ w 3*3ʹΑΓɺΑΓ͍ड༰Λ֫ಘ ίϯςΩετͷ׆༻ !43
ఏҊख๏ 3FTJEVBM$IBOOFM"UUFOUJPO#MPDL 3$"# w 3$"#ΛೖΕͯੑೳΛ্͛ͨ w 4&/FU<)VFUBM >ͱͷҧ͍͕Θ͔Βͳ͍ʜ
w $IBOOFMBUUFOUJPOͷ෦͕ͳཱͥମతͳͷ͔Θ͔Βͳ͍ w νϟϯωϧΛνϟϯωϧ·Ͱѹॖ SBUJP ݁ߏڧΊʹ͔͚͍ͯΔʁ !44
࣮ݧ
ֶशํ๏σʔληοτ w γϯϓϧʹ-MPTTͷ࠷খԽΛߦ͏ w σʔληοτ%*7, !46
݁Ռ
14/344*. !48 3$"/ఏҊख๏ 3$"/ TFMGFOTFNCMFʹΑΔ݁Ռ
"CMBUJPO4UVEZ w -4$͋Γͳ͠ 44$͋Γͳ͠ $"͋Γͳ͠Ͱൺֱ w શͯΛೖΕͨ߹͕Ұ൪݁Ռ͕Α͍ w $IBOOFM"UUFOUJPOʹΑΔԸܙ͕গͳ͍ؾ͢Δ !49
0CKFDU3FDPHOJUJPO1FSGPSNBODF !50
0CKFDU3FDPHOJUJPO1FSGPSNBODF !51 43'FBU 3$"/
0CKFDU3FDPHOJUJPO1FSGPSNBODF !52 43'FBU 3$"/ w 3$"/ΑΓ43'FBU͕େ෯ʹ্ճ͍ͬͯΔ ͪΐͬͱ্ճΓ͍͗ͯ͢Δؾ͢Δ ϕʔεϥΠϯ͕ζϨ͍ͯΔͷ͕ͱͯؾʹͳΔʜ
ग़ྗൺֱɿY !53
ग़ྗൺֱɿY !54
ग़ྗൺֱɿY #MVS !55
3$"/·ͱΊ w 3*3ͱ$"Λར༻ͨ͠3$"/ΛఏҊ w 14/3ࢦͷ࠷దԽΛߦ͍14/344*.ͷείΞվળ w 0CKFDU3FDPHOJUJPO1FSGPSNBODF43'FBUʹྼ͍ͬͯ Δ͕ɺଞΑΓ্ !56
&43("/&OIBODFE 4VQFS3FTPMVUJPO(FOFSBUJWF "EWFSTBSJBM/FUXPSLT
֓ཁ w 43("/ڧԽจͦͷ̎ɻ1FSDFQUVBMدΓ w ஶऀʹ43$//ͷϑΝʔετΦʔαʔ͕ೖ͍ͬͯΔ w &$$7XPSLTIPQͷ1*3.$IBMMFOHFʹͯ QFSDFQUVBMRVBMJUZ̍ҐͷϞσϧɻ-FTTEJTUPSUJPOͷੑೳߴ͍ w ͓͢͢Ίจ
!58
ఏҊख๏
ఏҊख๏ w جຊ43("/ͷϞσϧֶश๏Λ༻ w #BUDI/PSNBMJ[BUJPO<*P⒎FBOE4[FHFEZ >Λআ֎ w 3FTJEVBMJO3FTJEVBM%FOTF#MPDL
33%# ΛఏҊ͠ɺ (FOFSBUPSʹಋೖ w %JTDSJNJOBUPSͷϩεΛ3B("/<"MFYJB >ͷͷʹมߋ w 1FSDFQUVBMMPTT<+PIOTPOFUBM >ͷͱΓํΛมߋ w ΄͔ɺ༷ʑͳςΫχοΫΛ༻͠1FSDFQUVBM2VBMJUZΛ্ͤͨ͞ !60
ఏҊख๏ #BUDI/PSNBMJ[BUJPOΛআ֎ w ཧ༝ɿ5SBJOͱ5FTUͷฏۉࢄͷ౷ܭతͳҧ͍ʹΑͬͯ ΞʔςΟϑΝΫτ #/BSUJGBDUT ͕ൃੜ͢Δ 4FD
w ݁ՌɿύϑΥʔϚϯε͕Լͤͣʹੑೳ͕গ͠վળɻ·ͨɺ ΞʔςΟϑΝΫτͷൃੜΛࢭͰ͖ͨ 4FD !61 #/ʹΑͬͯൃੜ͢ΔΞʔςΟϑΝΫτ
ఏҊख๏ 3FTJEVBMJO3FTJEVBM%FOTF#MPDL 33%# w ֶश҆ఆԽͷͨΊεέʔϦϯάύϥϝʔλЌ ͷಋೖ 4VQ
w ΑΓ͍ίϯςΩετ͕र͑ΔͷͰɺηϚϯςΟοΫͳใΛѻ͍͘͢ ͳΔ 4FD w ˢͷ%FOTF#MPDLΛܭݸ༻ɻ3FTJEVBM#MPDLYͱൺֱ͢Δͱ 14/3ͷ৳ͼ͕େ͖͍ 4VQpHVSF !62
ఏҊख๏ 3B("/ͷಋೖ w ී௨ͷ("/ͷϩεGBLFʹΑͬͯ%JTDSJNJOBUPSΛὃ ͤͳ͔ͬͨͱ͖ͷΈ(FOFSBUPSʹϩε͕͔͔Δ Ұํɺ3B("/ͷϩεSFBMͱGBLF྆ํͰޯ͕͔͔Δ 4FD
w ݁ՌతʹΤοδ͕៉ྷʹɺࡉ͔͍ςΫενϟ͕ग़ΔΑ͏ʹ ͳΔ 4FD !63
ఏҊख๏ 1FSDFQUVBMMPTTͷͱΓํΛมߋ w ैདྷɿैདྷ7((ͷதؒͷ3F-6ޙͷग़ྗΛൺֱ͍ͯͨ͠ w ఏҊɿ3F-6લʹมߋ w ཧ༝ɿ3F-6Λ௨͢ͱใ͕མͪΔ͔Β
4FD w ݁Ռɿ໌্͕͕ΓɺώετάϥϜ͕(5ʹۙͮ͘ 4FD !64
ͦͷଞͷςΫχοΫ w ΦϦδφϧ43("/ͷ.4&࠷খԽͷ෦͕."&ʹஔ͖Θ͍ͬͯΔ ࣜ w .BUFSJBM3FDPHOJUJPOͰ܇࿅ͨ͠7((Λ༻ 4FD w
σʔλ֦ுɿࠨӈస ճస 4FD w 4NBMMFS*OJUJBMJ[BUJPOΛఏҊɻ.43" )FJOJUJBMJ[FS ʹର͠ഒͷεέʔϦϯ άΛ͠ɺ#/Λൈ͍ͨ͜ͱʹΑΔෆ҆ఆ͞Λղফ 4VQ w ϕϯνϚʔΫతσʔληοτ%*7, ຕ ʹՃ͑ɺΑΓσʔλͷଟ͍ 'MJDLFS, %', ຕ Ͱֶश͢Δ͜ͱͰੑೳ্͕͕Δ͜ͱΛ֬ೝ 4VQ ɻͪͳΈʹ*NBHF/FUͰੑೳ͕མͪΔ w ֶशը૾ͷύοναΠζ͕େ͖͍΄Ͳਂ͍ωοτϫʔΫʹ͓͍ͯੑೳ্͕͕Δ͜ͱ Λ֬ೝ 4VQ ɻϦιʔεͱͷτϨʔυΦϑʹͳΔɻ14/3ࢦͰYɺ 1FSDFQUVBMࢦͰYͰֶशͨ͠ !65
࣮ݧ
ֶशํ๏ w ֶशೋஈ֊ 4FDʹશͯॻ͍ͯ͋Δ w 14/3ࢦɿ(FOFSBUPSͷ-MPTTΛ࠷খԽ͠ɺ 1SFUSBJOΛߦ͏ w 1FSDFQUVBMࢦɿͰֶशͨ͠(FOFSBUPSΛϕʔε
ʹ("/MPTT 1FSDFQUVBMMPTTΛՃ͑ͨ ࣜ Λ࠷খ Խ͢ΔɻЕ БϋΠύϥ ЕF БFΛ༻ !67
σʔληοτʢֶश༻ʣ w (FO%JTɿ w %*7, ຕ ը࣭, ଞख๏ͱͷൺֱʹ༻ w
'MJDLFS, %', ຕ ը࣭, Ճ࣮ݧͰ༻ w 0VUEPPS4DFOF5SBJOJOH 045 ຕ Ճ࣮ݧͰ༻ w *NBHF/FUͷҰ෦Ϋϥε͔Βղ૾Λআ֎ͨ͠ը૾ηοτ w *NBHF/FU Ճ࣮ݧͰ༻ w 7((ɿ w .BUFSJBMTJO$POUFYU%BUBCBTF .*/$ ςΫενϟͷ࠶ݱྗΛߴΊΔͨΊʹ1SFUSBJOͰ༻ !68
ධՁࢦඪ w 14/3 w 44*. w 1FSDFQUVBM*OEFY 1* ͍΄͏͕͍͍
w .B`TTDPSF<.BFUBM >ͱ/*2&<.JUUBMFUBM > Λ༻ !69
݁Ռ
14/3ࢦ 14/344*. w 14/3ͱ44*.3$"/ΑΓඍົʹྼ͍ͬͯΔ͕ɺ΄ ΅ᷮࠩɻ3$"/Ҏ֎Λେ͖͘͢ w ·ͨɺσʔλΛ૿͢ͱେ͖͘ੑೳ্͕͢Δ !71
ग़ྗɿ1FSDFQUVBMࢦ !72
ग़ྗɿ1FSDFQUVBMࢦ !73
ग़ྗɿ1FSDFQUVBMࢦ !74
ग़ྗɿ1FSDFQUVBMࢦ !75
1FSDFQUVBMࢦ·ͱΊ !76 w &43("/͕ѹతʹΑ͍ʢΑ͏ʹݟ͑Δʣ w Τοδ͕͖ͬΓ͓ͯ͠Γɺ ैདྷͷ43("/ͱൺΔͱΞʔςΟϑΝΫτ͕΄ͱΜͲͳ͍
"CMBUJPO4UVEZ !77
/FUXPSL*OUFSQPMBUJPO w -FTTEJTUPSUJPOͳϞσϧͱ1FSDFQUVBMͳϞσϧͷ*OUFSQPMBUJPO w ωοτϫʔΫͷશύϥϝʔλВΛ*OUFSQPMBUJPO͢Δ Ћ㱨< > 4FD
w ग़ྗը૾ΛQJYFMXJTFͰ*OUFSQPMBUJPO͢ΔΑΓݟ͕ͨྑ͍ 4FD !78
&43("/·ͱΊ w Ϟσϧʹվྑɺσʔλͷมߋɺֶश๏ͷͳͲΛߦ͍ɺ ഒͷղ૾ʹߩݙɺ1*3.ͷ1FSDFQUVBM෦Ͱ ༏উͨ͠ w ύϥϝʔλʹΑΔ*OUFSQPSBUJPOʹΑΔग़ྗͷબ͕Ͱ ͖Δ͜ͱΛࣔͨ͠ w ਂ͍ωοτϫʔΫ΄Ͳେ͖͍ύονʹΑΔੑೳ্͕ظ
Ͱ͖Δɻ·ͨɺߴղ૾σʔλΛ૿͢͜ͱͰੑೳ͕ ্͕ΔͳͲͷݟΛͨ͠ !79
14/344*.·ͱΊ !80 14/344*. 4FU 4FU #4% 43'FBU
3$"/ &43("/
·ͱΊ w 43'FBU3$"/&43("/Λղઆͨ͠ w 43("/ͷ༩͑ͨӨڹඇৗʹେ͖͍ w ("/4FHNFOUBUJPO3FDPHOJUJPOͳͲ͕ൃల͢Δͱͩ ͍͍ͨԸܙΛड͚ΒΕΔɻੑೳ͑͞ग़Εจॻ͖์ʁ !81