スライド 1

Size: px
Start display at page:

Download "スライド 1"

Transcription

1 膨大なデータからの価値創出 ~ 画像 映像処理技術の最先端 ~ 長谷山美紀 第 9 回インフラ イノベーション研究会 IST Information Science and Technology Hokkaido University

2 本日の講演内容 1. はじめに大量ディジタルデータ時代の到来 2. 画像 映像処理の最先端 いかにして望む情報を獲得するか? 3. 実データ適用の試み 4. まとめディジタルデータ時代のこれから

3 はじめに 大量ディジタルデータ時代の到来 IDC Report (March, 2008) The digital universe in 2007 at 2.25 x 1021 bits (281 exabytes) was 10% bigger than we thought. By 2011, the digital universe will be 10 times the size it was in Not all information created and transmitted gets stored, but by 2011, almost half of the digital universe will not have a permanent home.

4 本日の講演内容 1. はじめに大量ディジタルデータ時代の到来 2. 画像 映像処理の最先端 いかにして望む情報を獲得するか? 3. 実データ適用の試み 4. まとめディジタルデータ時代のこれから

5 長谷山研究室画像 映像処理 符号化 認識 復元 意味理解 画像 映像検索

6 長谷山研究室画像 映像処理 車載カメラで撮像された霧画像の復元 レーン 前方車両追跡 符号化 認識 復元 意味理解 画像 映像検索 側方向 任意方向車両追跡

7 長谷山研究室画像 映像処理 動画像からの歩行者検出 符号化 認識 復元 意味理解 画像 映像検索 一部が遮蔽された歩行者の検出 暗視環境下での歩行者の検出

8 長谷山研究室画像 映像処理 符号化 認識 復元 意味理解 画像 映像検索 Ada-Boost による顔検出

9 画像 映像処理の最先端 ~ いかにして望む情報を獲得するか ~ IMAGE VORTEX 2005 July 25, 2007 OA World Business Satellite (TV Tokyo) Copyright 2011, Haseyama Laboratory, Hokkaido University All rights reserved.

10 画像 映像処理の最先端 ~ いかにして望む情報を獲得するか ~ Image Vortex 2005 Copyright 2011, Haseyama Laboratory, Hokkaido University All rights reserved.

11 画像 映像処理の最先端 ~ いかにして望む情報を獲得するか ~ Image Vortex 2005 北海道新聞経済面 2008 年 2 月 1 日朝刊 科学雑誌 Newton 2009 年 9 月号 Copyright 2011, Haseyama Laboratory, Hokkaido University All rights reserved.

12 Copyright 2011, Haseyama Laboratory, Hokkaido University All rights reserved. 画像 映像処理の最先端 ~ いかにして望む情報を獲得するか ~ Cyber Space Navigator Easy Finder 2006 Image Vortex 2005 Video Vortex 2007 Tri-Media Vortex 2008 Immersive Web 2009 Sim Soccer 2006 Video Vortex Video Vortex SSF 2010 Image Cruiser Image Cruiser SSF 2010

13 画像 映像処理の最先端 ~ いかにして望む情報を獲得するか ~ Hokkaido University Haseyama Laboratory Pure Music 音響信号の効果的利用 Indexed Time Table 00:00-00:10 Opening Music 00:10-00:15 Anchor Shot Pure Speech Time

14 画像 映像処理の最先端 ~ いかにして望む情報を獲得するか ~ 画像 音響 音声信号の効果的利用 Hokkaido University Haseyama Laboratory

15 画像 映像処理の最先端 ~ いかにして望む情報を獲得するか ~ 画像 音響 音声信号の効果的利用 Hokkaido University Haseyama Laboratory 朝日新聞経済面 2007 年 10 月 5 日朝刊

16 画像 映像処理 の最先端 いかにして望む情報を獲得するか Image Cruiser 著作権の関係により 非表示 Copyright 2011, Haseyama Laboratory, Hokkaido University All rights reserved.

17 本日の講演内容 1. はじめに大量ディジタルデータ時代の到来 2. 画像 映像処理の最先端 いかにして望む情報を獲得するか? 3. 実データ適用の試み 4. まとめディジタルデータ時代のこれから

18 実データ適用の試み 被災地画像データへの適用 ニュージーランド地震前後の写真を比較して変化を読み取り 壊れたとされる建物に印を付与 被災した建物について 耐震性の低い建物だけが壊れたとの見方を裏付ける解析結果が得られた 朝日新聞 (2011 年 3 月 1 日朝刊 33 面 ): 本研究室の開発技術により 震災時における被害状況の判定支援が可能となった

19 実データ適用の試み 構造物データベースへの適用 関東県内の構造物画像 778枚

20 本日の講演内容 1. はじめに大量ディジタルデータ時代の到来 2. 画像 映像処理の最先端 いかにして望む情報を獲得するか? 3. 実データ適用の試み 4. まとめディジタルデータ時代のこれから

21 まとめ - ディジタルデータ時代のこれから (May, 2010) This explosive growth means that by 2020, our Digital Universe will be 44 TIMES AS BIG as it was in Our stack of DVDs would now reach halfway to Mars.

22 まとめ - ディジタルデータ時代のこれから (May, 2010) This explosive growth means that by 2020, our Digital Universe will be 44 TIMES AS BIG as it was in Our stack of DVDs would now reach halfway to Mars. However, the number of IT professionals in the world grow only by a factor of 1.4. How will we find the information we need when we need it? We will need new search and discovery tools. Most of the Digital Universe is unstructured data (for example, images and voice packets).

23 Contact Information 北海道大学大学院情報科学研究科メディアネットワーク専攻情報メディア学講座メディアダイナミクス研究室 長谷山美紀 Tel: 無断転載禁止 Copyright 2011 北海道大学メディアダイナミクス研究室

鹿大広報149号

鹿大広報149号 No.149 Feb/1999 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Learned From Japanese Life and Experiences in Kagoshima When I first came to Japan I was really surprised by almost everything, the weather,

More information

ハピタス のコピー.pages

ハピタス のコピー.pages Copyright (C) All Rights Reserved. 10 12,500 () ( ) ()() 1 : 2 : 3 : 2 4 : 5 : Copyright (C) All Rights Reserved. Copyright (C) All Rights Reserved. Copyright (C) All Rights Reserved. Copyright (C) All

More information

Copyright 2008 All Rights Reserved 2

Copyright 2008 All Rights Reserved 2 Copyright 2008 All Rights Reserved 1 Copyright 2008 All Rights Reserved 2 Copyright 2008 All Rights Reserved 3 Copyright 2008 All Rights Reserved 4 Copyright 2008 All Rights Reserved 5 Copyright 2008 All

More information

初心者にもできるアメブロカスタマイズ新2016.pages

初心者にもできるアメブロカスタマイズ新2016.pages Copyright All Rights Reserved. 41 Copyright All Rights Reserved. 60 68 70 6 78 80 Copyright All Rights Reserved. FC2 97 Copyright All Rights Reserved. Copyright All Rights Reserved. Copyright All Rights

More information

- 2 Copyright (C) 2006. All Rights Reserved.

- 2 Copyright (C) 2006. All Rights Reserved. - 2 Copyright (C) 2006. All Rights Reserved. 2-3 Copyright (C) 2006. All Rights Reserved. 70-4 Copyright (C) 2006. All Rights Reserved. ...1...3...7...8 1...9...14...16 2...18...20...21 3...22...23...23...24

More information

Copyright All Rights Reserved. -2 -!

Copyright All Rights Reserved. -2 -! http://ameblo.jp/admarketing/ Copyright All Rights Reserved. -2 -! Copyright All Rights Reserved. -3- Copyright All Rights Reserved. -4- Copyright All Rights Reserved. -5 - Copyright All Rights Reserved.

More information

CONTENTS 3 5 6 8 9 10 11 12 18 19 20 Public relations brochure of Higashikawa 3 2016 March No.749 2

CONTENTS 3 5 6 8 9 10 11 12 18 19 20 Public relations brochure of Higashikawa 3 2016 March No.749 2 3 2016 March No.749 CONTENTS 3 5 6 8 9 10 11 12 18 19 20 Public relations brochure of Higashikawa 3 2016 March No.749 2 HIGASHIKAWA TOWN NEWS 3 HIGASHIKAWA TOWN NEWS 4 5 93 93 7 6 DVD 8 Nature Column N

More information

1 Web [2] Web [3] [4] [5], [6] [7] [8] S.W. [9] 3. MeetingShelf Web MeetingShelf MeetingShelf (1) (2) (3) (4) (5) Web MeetingShelf

1 Web [2] Web [3] [4] [5], [6] [7] [8] S.W. [9] 3. MeetingShelf Web MeetingShelf MeetingShelf (1) (2) (3) (4) (5) Web MeetingShelf 1,a) 2,b) 4,c) 3,d) 4,e) Web A Review Supporting System for Whiteboard Logging Movies Based on Notes Timeline Taniguchi Yoshihide 1,a) Horiguchi Satoshi 2,b) Inoue Akifumi 4,c) Igaki Hiroshi 3,d) Hoshi

More information

,, 2024 2024 Web ,, ID ID. ID. ID. ID. must ID. ID. . ... BETWEENNo., - ESPNo. Works Impact of the Recruitment System of New Graduates as Temporary Staff on Transition from College to Work Naoyuki

More information

Copyright 2002-2003 SATO International All rights reserved. http://www.satoworldwide.com/ This software is based in part on the work of the Independen

Copyright 2002-2003 SATO International All rights reserved. http://www.satoworldwide.com/ This software is based in part on the work of the Independen SATO Label Gallery SATO International Pte Ltd Version : BSI-021227-01 Copyright 2002-2003 SATO International All rights reserved. http://www.satoworldwide.com/ This software is based in part on the work

More information

IPA:セキュアなインターネットサーバー構築に関する調査

IPA:セキュアなインターネットサーバー構築に関する調査 Copyright 2003 IPA, All Rights Reserved. Copyright 2003 IPA, All Rights Reserved. Copyright 2003 IPA, All Rights Reserved. Copyright 2003 IPA, All Rights Reserved. Copyright 2003 IPA, All Rights Reserved.

More information

Microsoft Word - 最終版 バックせどりismマニュアル .docx

Microsoft Word - 最終版 バックせどりismマニュアル .docx ism ISM ISM ISM ISM ISM ISM Copyright (c) 2010 All Rights Reserved. Copyright (c) 2010 All Rights Reserved. Copyright (c) 2010 All Rights Reserved. ISM Copyright (c) 2010 All Rights Reserved. Copyright

More information

DC9GUIDEBook.indb

DC9GUIDEBook.indb ICHIKAWA SOFT LABORATORY Copyright (C) 2005,Ichikawa Soft Laboratory Co.,Ltd. All rights reserved. 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39

More information

国際恋愛で避けるべき7つの失敗と解決策

国際恋愛で避けるべき7つの失敗と解決策 7 http://lovecoachirene.com 1 7! 7! 1 NOT KNOWING WHAT YOU WANT 2 BEING A SUBMISSIVE WOMAN 3 NOT ALLOWING THE MAN TO BE YOUR HERO 4 WAITING FOR HIM TO LEAD 5 NOT SPEAKING YOUR MIND 6 PUTTING HIM ON A PEDESTAL

More information

Copyright 2006 KDDI Corporation. All Rights Reserved page1

Copyright 2006 KDDI Corporation. All Rights Reserved page1 Copyright 2006 KDDI Corporation. All Rights Reserved page1 Copyright 2006 KDDI Corporation. All Rights Reserved page2 Copyright 2006 KDDI Corporation. All Rights Reserved page3 Copyright 2006 KDDI Corporation.

More information

Web Web Web Web Web, i

Web Web Web Web Web, i 22 Web Research of a Web search support system based on individual sensitivity 1135117 2011 2 14 Web Web Web Web Web, i Abstract Research of a Web search support system based on individual sensitivity

More information

untitled

untitled 1 2 4 6 6 7 8 10 11 11 12 14 Page Page Page Page Page Page Page Page Page Hi everyone! My name is Martin Dusinberre, and I come from the UK. I first came to Iwaishima six years ago, when I taught English

More information

On the Wireless Beam of Short Electric Waves. (VII) (A New Electric Wave Projector.) By S. UDA, Member (Tohoku Imperial University.) Abstract. A new e

On the Wireless Beam of Short Electric Waves. (VII) (A New Electric Wave Projector.) By S. UDA, Member (Tohoku Imperial University.) Abstract. A new e On the Wireless Beam of Short Electric Waves. (VII) (A New Electric Wave Projector.) By S. UDA, Member (Tohoku Imperial University.) Abstract. A new electric wave projector is proposed in this paper. The

More information

NO.80 2012.9.30 3

NO.80 2012.9.30 3 Fukuoka Women s University NO.80 2O12.9.30 CONTENTS 2 2 3 3 4 6 7 8 8 8 9 10 11 11 11 12 NO.80 2012.9.30 3 4 Fukuoka Women s University NO.80 2012.9.30 5 My Life in Japan Widchayapon SASISAKULPON (Ing)

More information

EVALUATION OF NOCTURNAL PENILE TUMESCENCE (NPT) IN THE DIFFERENTIAL DIAGNOSIS OF IMPOTENCE Masaharu Aoki, Yoshiaki Kumamoto, Kazutomi Mohri and Kazunori Ohno Department of Urology, Sapporo Medical College

More information

untitled

untitled 1 20002030?? 2001~05 2006~10 2011~15 2016~20 2021~25 2026~30 2031~35 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 9 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16 17 17 18 18 19 19 20 20 21 6.18 4.29 3.22 2.82 2.71 21 22

More information

untitled

untitled mitsuya Copyright (C) 2007. All Rights Reserved. 1/1 mitsuya Copyright (C) 2007. All Rights Reserved. 2/2 mitsuya Copyright (C) 2007. All Rights Reserved. 3/3 mitsuya Copyright (C) 2007. All Rights Reserved.

More information

CPP46 UFO Image Analysis File on yucatan091206a By Tree man (on) BLACK MOON (Kinohito KULOTSUKI) CPP46 UFO 画像解析ファイル yucatan091206a / 黒月樹人 Fig.02 Targe

CPP46 UFO Image Analysis File on yucatan091206a By Tree man (on) BLACK MOON (Kinohito KULOTSUKI) CPP46 UFO 画像解析ファイル yucatan091206a / 黒月樹人 Fig.02 Targe CPP46 UFO Image Analysis File on yucatan091206a By Tree man (on) BLACK MOON (Kinohito KULOTSUKI) CPP46 UFO 画像解析ファイル yucatan091206a / 黒月樹人 Fig.02 Target (T) of Fig.01 Original Image of yucatan091206a yucatan091206a

More information

2 22006 2 e-learning e e 2003 1 4 e e e-learning 2 Web e-leaning 2004 2005 2006 e 4 GP 4 e-learning e-learning e-learning e LMS LMS Internet Navigware

2 22006 2 e-learning e e 2003 1 4 e e e-learning 2 Web e-leaning 2004 2005 2006 e 4 GP 4 e-learning e-learning e-learning e LMS LMS Internet Navigware 2 2 Journal of Multimedia Aided Education Research 2006, Vol. 2, No. 2, 19 e 1 1 2 2 1 1 GP e 2004 e-learning 2004 e-learning 2005 e-learning e-learning e-learning e-learning 2004 e-learning HuWeb 2005

More information

JAPANESE SHIP-OWNERS AND WORLD BULK MARKET BETWEEN THE TWO WORLD WARS Mariko Tatsuki Keisen University After World War I, Japanese shipping suffered for a long time from an excess of tonnage and severe

More information

15717 16329 2

15717 16329 2 2 161012 1 15717 16329 2 3 4 5 1980 55 1991 16 6 m 1.32m/0.88m 35m 1.32m 0.88m 0.88m 27m 1.5m 2.1m/1.32m 10.9m 10.9m 16m 12m 7 km 1km 1,000km 3km( 9 km 1,000km ( 1,000km 300km 6 10 250kg500kg 200 1t B291

More information

untitled

untitled Copyright 2008 IPAAll Rights Reserved 1 1. 2. 3. Copyright 2008 IPAAll Rights Reserved 2 IT IT IT Copyright 2008 IPAAll Rights Reserved http://www.jitec.jp/1_00topic/topic_20071225_shinseido.html 3 URL

More information

IPSJ SIG Technical Report Vol.2011-EC-19 No /3/ ,.,., Peg-Scope Viewer,,.,,,,. Utilization of Watching Logs for Support of Multi-

IPSJ SIG Technical Report Vol.2011-EC-19 No /3/ ,.,., Peg-Scope Viewer,,.,,,,. Utilization of Watching Logs for Support of Multi- 1 3 5 4 1 2 1,.,., Peg-Scope Viewer,,.,,,,. Utilization of Watching Logs for Support of Multi-View Video Contents Kosuke Niwa, 1 Shogo Tokai, 3 Tetsuya Kawamoto, 5 Toshiaki Fujii, 4 Marutani Takafumi,

More information

健康保険組合のあゆみ_top

健康保険組合のあゆみ_top (1912) (1951) 2,00024,000 (1954) (1958) (1962) (1965) (1968) (1969) (1971) (1972) (1973) (1974) (1976) (1978) (1980) (1982) (1983) (1984) (1985) (1987) (1988) (1989) (1990) (1991) (1992) (1994) (1995)

More information

パナソニック技報

パナソニック技報 Panasonic Technical Journal Vol. 64 No. 2 Nov. 2018 Optical Disc Archiving System with 100 Years Lifespan of Digital Data Takuto Yamazaki Yasushi Kobayashi Blu-ray Disc 1 Archival Disc 2 3300 GB 10012

More information

Vol.57 No

Vol.57 No Title 合併と企業統治 : 大正期東洋紡と大日本紡の比較 Author(s) 川井, 充 Citation 大阪大学経済学. 57(3) P.38-P.72 Issue 2007-12 Date Text Version publisher URL http://hdl.handle.net/11094/17848 DOI Rights Osaka University Vol.57 No.3

More information

THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS IEICE Technical Report IN ( ),

THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS IEICE Technical Report IN ( ), THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS IEICE Technical Report IN215-96 (216-1), 5 8585 27 1 E-mail: 122422@mmm.muroran-it.ac.jp, hattori@csse.muroran-it.ac.jp Web Web Web

More information

& Vol.5 No (Oct. 2015) TV 1,2,a) , Augmented TV TV AR Augmented Reality 3DCG TV Estimation of TV Screen Position and Ro

& Vol.5 No (Oct. 2015) TV 1,2,a) , Augmented TV TV AR Augmented Reality 3DCG TV Estimation of TV Screen Position and Ro TV 1,2,a) 1 2 2015 1 26, 2015 5 21 Augmented TV TV AR Augmented Reality 3DCG TV Estimation of TV Screen Position and Rotation Using Mobile Device Hiroyuki Kawakita 1,2,a) Toshio Nakagawa 1 Makoto Sato

More information

1., 1 COOKPAD 2, Web.,,,,,,.,, [1]., 5.,, [2].,,.,.,, 5, [3].,,,.,, [4], 33,.,,.,,.. 2.,, 3.., 4., 5., ,. 1.,,., 2.,. 1,,

1., 1 COOKPAD 2, Web.,,,,,,.,, [1]., 5.,, [2].,,.,.,, 5, [3].,,,.,, [4], 33,.,,.,,.. 2.,, 3.., 4., 5., ,. 1.,,., 2.,. 1,, THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE.,, 464 8601 470 0393 101 464 8601 E-mail: matsunagah@murase.m.is.nagoya-u.ac.jp, {ide,murase,hirayama}@is.nagoya-u.ac.jp,

More information

{.w._.p7_.....\.. (Page 6)

{.w._.p7_.....\.. (Page 6) 1 1 2 1 2 3 3 1 1 8000 75007000 4 2 1493 1 15 26 5 6 2 3 5 7 17 8 1614 4 9 7000 2 5 1 1542 10 11 1592 12 1614 1596 1614 13 15691615 16 16 14 15 6 2 16 1697 17 7 1811 18 19 20 1820 21 1697 22 1 8 23 3 100

More information

A B C B C ICT ICT ITC ICT

A B C B C ICT ICT ITC ICT ICT Development of curriculum for improving of teachers ICT based on evaluation standards. Kazuhiko ISHIHARA Abstract Ministry of Education and Science announced Checklist of teacher s ICT in March,. All

More information

ALT : Hello. May I help you? Student : Yes, please. I m looking for a white T-shirt. ALT : How about this one? Student : Well, this size is good. But do you have a cheaper one? ALT : All right. How about

More information

ディスプレイと携帯端末間の通信を実現する映像媒介通信技術

ディスプレイと携帯端末間の通信を実現する映像媒介通信技術 Data Transfer Technology to Enable Communication between Displays and Smart Devices 倉木健介 中潟昌平 田中竜太 阿南泰三 あらまし Abstract Recently, the chance to see videos in various places has increased due to the speedup

More information

Our Business is People Business. Calbee s Future is in Your Hands! / DARTS ffice // // / - () : () - My Commitment 15% by 2012 Happy Work & Life Style Project

More information

* + Cable TV that is closely related to regional societies : Its e#ects on a community A case observed in Yonezawa City Naoko OTANI Akihiko SHIMAZAKI +, +, - - +, -. +, / * +,+ +0,**/ 55 ..-, (,**0 ) +

More information

Sport and the Media: The Close Relationship between Sport and Broadcasting SUDO, Haruo1) Abstract This report tries to demonstrate the relationship be

Sport and the Media: The Close Relationship between Sport and Broadcasting SUDO, Haruo1) Abstract This report tries to demonstrate the relationship be Sport and the Media: The Close Relationship between Sport and Broadcasting SUDO, Haruo1) Abstract This report tries to demonstrate the relationship between broadcasting and sport (major sport and professional

More information

弥生会計/やよいの青色申告

弥生会計/やよいの青色申告 c c c c c 1 c c c c c c c c c c c 2 3 c c 4 a a a a a a a a a

More information

① Copyright 2005 Impex.,inc. All Rights Reserved 1 Copyright 2005 Impex.,inc. All Rights Reserved 2 Copyright 2005 Impex.,inc. All Rights Reserved 3 Copyright 2005 Impex.,inc. All Rights Reserved 4 Copyright

More information

ABSTRACT The "After War Phenomena" of the Japanese Literature after the War: Has It Really Come to an End? When we consider past theses concerning criticism and arguments about the theme of "Japanese Literature

More information

日本看護管理学会誌15-2

日本看護管理学会誌15-2 The Journal of the Japan Academy of Nursing Administration and Policies Vol. 15, No. 2, PP 135-146, 2011 Differences between Expectations and Experiences of Experienced Nurses Entering a New Work Environment

More information

Google Social Influences and Legal Issues of Google Street View Hiroshi Takada

Google Social Influences and Legal Issues of Google Street View Hiroshi Takada Social Influences and Legal Issues of Google Street View Hiroshi Takada Sanno University Bulletin Vol. No. September Social Influences and Legal Issues of Google Street View Hiroshi Takada In this paper,

More information

Copyright 2008 NIFTY Corporation All rights reserved. 2

Copyright 2008 NIFTY Corporation All rights reserved. 2 Copyright 2008 NIFTY Corporation All rights reserved. 2 Copyright 2008 NIFTY Corporation All rights reserved. 3 Copyright 2008 NIFTY Corporation All rights reserved. 4 Copyright 2008 NIFTY Corporation

More information

C. S2 X D. E.. (1) X S1 10 S2 X+S1 3 X+S S1S2 X+S1+S2 X S1 X+S S X+S2 X A. S1 2 a. b. c. d. e. 2

C. S2 X D. E.. (1) X S1 10 S2 X+S1 3 X+S S1S2 X+S1+S2 X S1 X+S S X+S2 X A. S1 2 a. b. c. d. e. 2 I. 200 2 II. ( 2001) 30 1992 Do X for S2 because S1(is not desirable) XS S2 A. S1 S2 B. S S2 S2 X 1 C. S2 X D. E.. (1) X 12 15 S1 10 S2 X+S1 3 X+S2 4 13 S1S2 X+S1+S2 X S1 X+S2. 2. 3.. S X+S2 X A. S1 2

More information

2 2 1 2 1 2 1 2 2 Web Web Web Web 1 1,,,,,, Web, Web - i -

2 2 1 2 1 2 1 2 2 Web Web Web Web 1 1,,,,,, Web, Web - i - 2015 Future University Hakodate 2015 System Information Science Practice Group Report Project Name Improvement of Environment for Learning Mathematics at FUN C (PR ) Group Name GroupC (PR) /Project No.

More information

Webサービス本格活用のための設計ポイント

Webサービス本格活用のための設計ポイント The Web Services are a system which links up the scattered systems on the Internet, leveraging standardized technology such as SOAP, WSDL and UDDI. It is a general thought that in the future business enterprises

More information

II

II No. 19 January 19 2013 19 Regionalism at the 19 th National Assembly Elections Focusing on the Yeongnam and Honam Region Yasurou Mori As the biggest issue of contemporary politics at South Korea, there

More information

生研ニュースNo.132

生研ニュースNo.132 No.132 2011.10 REPORTS TOPICS Last year, the Public Relations Committee, General Affairs Section and Professor Tomoki Machida created the IIS introduction video in Japanese. As per the request from Director

More information

Visual Evaluation of Polka-dot Patterns Yoojin LEE and Nobuko NARUSE * Granduate School of Bunka Women's University, and * Faculty of Fashion Science,

Visual Evaluation of Polka-dot Patterns Yoojin LEE and Nobuko NARUSE * Granduate School of Bunka Women's University, and * Faculty of Fashion Science, Visual Evaluation of Polka-dot Patterns Yoojin LEE and Nobuko NARUSE * Granduate School of Bunka Women's University, and * Faculty of Fashion Science, Bunka Women's University, Shibuya-ku, Tokyo 151-8523

More information

【生】④木原資裕先生【本文】/【生】④木原資裕先生【本文】

【生】④木原資裕先生【本文】/【生】④木原資裕先生【本文】 WBC MLB J MLB MLB J J J http : //www.zen koutairen.com/: NHK NHK ABC Live NHK NHK ABC NHKABC NHK PTA NHK ABC WORLD BASEBALL CLASSIC WBC http : //www.topics.or.jp/kaishaannai/ http : //adv.yomiuri.co.jp/yomiuri/n

More information

b Kaochen- A Karaoke system which changes a singer s face by Yukihiro ODA BA Thesis at Future University Hakodate, 2014 Advis

b Kaochen- A Karaoke system which changes a singer s face by Yukihiro ODA BA Thesis at Future University Hakodate, 2014 Advis 25 - - b1010132 2014 1 31 A Karaoke system which changes a singer s face by Advisor: Kazushi MUKAIYAMA Department of Complex Media Architecture Future University Hakodate January 31, 2014 Abstract Now,

More information

G

G 1 2 47 1992 1996 1997 1999 2003 G 2008 3 4 1960 5 1970 48 1946 1987 1 4 6 7 1993 238 49 1960 50 8 9 1995 1972 51 10 52 1947 1995 11 30 1990 53 11 12 1996 1 2004 10 54 1990 1970 13 1970 1970 1972 55 1970

More information

1 ( 8:12) Eccles. 1:8 2 2

1 ( 8:12) Eccles. 1:8 2 2 1 http://www.hyuki.com/imit/ 1 1 ( 8:12) Eccles. 1:8 2 2 3 He to whom it becomes everything, who traces all things to it and who sees all things in it, may ease his heart and remain at peace with God.

More information

ACS電子ジャーナル利用マニュアル

ACS電子ジャーナル利用マニュアル American Chemical Society ACS Web Edition & Journal Archives American Chemical Society ACS 4 Web Edition 2002 7 1879 Journal Archives ACS 1...2 2 2-1...3 2-2...4 2-3...5 3 3-1 Abstract...6 3-2 Full Text

More information

fiš„v5.dvi

fiš„v5.dvi (2001) 49 2 293 303 VRML 1 2 3 2001 4 12 2001 10 16 Web Java VRML (Virtual Reality Modeling Language) VRML Web VRML VRML VRML VRML Web VRML VRML, 3D 1. WWW (World Wide Web) WWW Mittag (2000) Web CGI Java

More information

基本操作ガイド

基本操作ガイド HT7-0199-000-V.5.0 1. 2. 3. 4. 5. 6. 7. 8. 9. Copyright 2004 CANON INC. ALL RIGHTS RESERVED 1 2 3 1 1 2 3 4 1 2 1 2 3 1 2 3 1 2 3 1 2 3 4 1 2 3 4 1 2 3 4 5 AB AB Step 1 Step

More information

ネットワーク化するデジタル情報家電の動向

ネットワーク化するデジタル情報家電の動向 In this broadband era, Information Technology has started at a market targeting home consumers, and upon gaining good achievements there would move on to be used in the business and enterprise markets.

More information

840 Geographical Review of Japan 73A-12 835-854 2000 The Mechanism of Household Reproduction in the Fishing Community on Oro Island Masakazu YAMAUCHI (Graduate Student, Tokyo University) This

More information

わが国のコモディティ投資信託とETF

わが国のコモディティ投資信託とETF I ETF Nobuyoshi Yamori / 1990 IT 15 55% 1990 1 1 2 1 1 1 2007 5 034 2011 winter / No.390 2 19992007 7 50802008 1 122010 3 8 2011 [2009] 1 20 12.5 8.9 78.6 1290 7.9 4.3 87.8 815 5.2 4.2 90.5 537 21 2 2007

More information

) 5 Lawton QOL 4 4 QOL Lawton 4) Philadelphia Geriatric Center Affect Rating ScaleARS ARS QOL 5) HDS R

) 5 Lawton QOL 4 4 QOL Lawton 4) Philadelphia Geriatric Center Affect Rating ScaleARS ARS QOL 5) HDS R Vol. 12 No. 2 2002 389 397 Λ1 Λ2 16 10 30 1 2 Lawton Philadelphia Geriatric Center Affect Rating ScaleARS Lawton ARS + ARS 6 2 ARS 2 12:00 15:0017:00 11:30 16:00 1 2 ARS 1 2 ARS QOL QOL QOL 1) QOL QOL

More information

Building a Culture of Self- Access Learning at a Japanese University An Action Research Project Clair Taylor Gerald Talandis Jr. Michael Stout Keiko Omura Problem Action Research English Central Spring,

More information

操作ガイド(本体操作編)

操作ガイド(本体操作編) J QT5-0571-V03 1 ...5...10...11...11...11...12...12...15...21...21...22...25...27...28...33...37...40...47...48...54...60...64...64...68...69...70...70...71...72...73...74...75...76...77 2 ...79...79...80...81...82...83...95...98

More information

p _08森.qxd

p _08森.qxd Foster care is a system to provide a new home and family to an abused child or to a child with no parents. Most foster children are youngsters who could not deepen the sense of attachment and relationship

More information

鹿大広報146号

鹿大広報146号 No.146 Feb/1998 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Once in a Lifetime Experience in a Foreign Country, Japan If it was not of my mentor, a teacher and a friend I would never be as I am now,

More information

大学論集第42号本文.indb

大学論集第42号本文.indb 42 2010 2011 3 279 295 COSO 281 COSO 1990 1 internal control 1 19962007, Internal Control Integrated Framework COSO COSO 282 42 2 2) the Committee of Sponsoring Organizations of the Treadway committee

More information

Rights were not granted to include this image in electronic media. Please refer to

Rights were not granted to include this image in electronic media. Please refer to Rights were not granted to include this image in electronic media. Please refer to Rights were not granted to include this image in electronic media. Please refer to Rights were not granted to include

More information

‚æ4“ƒ.ren

‚æ4“ƒ.ren 69 1 1 13 14 70 2 3 1972 4 5 1992 6 7 1980 100 1997 71 226 2100 8 100 50 9 21 21 21 21 10 11 2 1968 12 13 72 1980 14 15 16 17 73 18 18 20 5 2002 12 9 19 1964 1980 20 21 22 74 23 100 10 10 100 101 1 101

More information

44 2012 2013 3 35 48 法人化後の国立大学の収入変動 37 法人化後の国立大学の収入変動 2009 2005 2010 2012 2012 2008 2009a 2010 16 18 17 20 2 4 2012 38 44 2012 17 22 (1) (2) 2012 5 GP COE 30 WPI 1 2012 17 22 16 17 22 17 17 19 2012 2012

More information

1000 Copyright(C)2009 All Rights Reserved - 2 -

1000 Copyright(C)2009 All Rights Reserved - 2 - 1000 Copyright(C)2009 All Rights Reserved - 1 - 1000 Copyright(C)2009 All Rights Reserved - 2 - 1000 Copyright(C)2009 All Rights Reserved - 3 - 1000 Copyright(C)2009 All Rights Reserved - 4 - 1000 Copyright(C)2009

More information

Kyushu Communication Studies 第2号

Kyushu Communication Studies 第2号 Kyushu Communication Studies. 2004. 2:1-11 2004 How College Students Use and Perceive Pictographs in Cell Phone E-mail Messages IGARASHI Noriko (Niigata University of Health and Welfare) ITOI Emi (Bunkyo

More information

MFS 2B 2.5B 3.5B OB NO NB 3,000

MFS 2B 2.5B 3.5B OB NO NB 3,000 MFS B.5B 3.5B OB NO.00-105-1 0910 NB 3,000 HOW TO USE THIS PARTS LIST 1. This Parts List contains the component parts of the Tohatsu outboard motors.. Please keep the Parts List updated each time when

More information

- March

- March Grzegorz W. Ko odko TIGER - March - March - March - March - March - March - March - March - March Economist - March - March Economist - March PlanEcon - March - March - March - March - March

More information

Abstract 1 1 2 Abstract Fig. 1 Fig. 2 Fig. 3 Abstract 1 2 3 4 5 6 7 8 10 9 Abstract 1 1 2 3 4 5 6 7 8 9 Abstract 1 2 3 4 Abstract 1 1 2 2 3 4 5 6 3 7 8 9 4 Abstract 1 2 3 4 5 6 7 8 9 10

More information

16_.....E...._.I.v2006

16_.....E...._.I.v2006 55 1 18 Bull. Nara Univ. Educ., Vol. 55, No.1 (Cult. & Soc.), 2006 165 2002 * 18 Collaboration Between a School Athletic Club and a Community Sports Club A Case Study of SOLESTRELLA NARA 2002 Rie TAKAMURA

More information

Microsoft Word - Meta70_Preferences.doc

Microsoft Word - Meta70_Preferences.doc Image Windows Preferences Edit, Preferences MetaMorph, MetaVue Image Windows Preferences Edit, Preferences Image Windows Preferences 1. Windows Image Placement: Acquire Overlay at Top Left Corner: 1 Acquire

More information

L3 Japanese (90570) 2008

L3 Japanese (90570) 2008 90570-CDT-08-L3Japanese page 1 of 15 NCEA LEVEL 3: Japanese CD TRANSCRIPT 2008 90570: Listen to and understand complex spoken Japanese in less familiar contexts New Zealand Qualifications Authority: NCEA

More information

SCEI ULTRAVIOLET 2006 Screen Gems, Inc. All Rights Reserved. 1 2 5 9 13 16 18 20 28 32 37 39 40 42 44 47 130 131 132

SCEI ULTRAVIOLET 2006 Screen Gems, Inc. All Rights Reserved. 1 2 5 9 13 16 18 20 28 32 37 39 40 42 44 47 130 131 132 SCEI ULTRAVIOLET 2006 Screen Gems, Inc. All Rights Reserved. 1 2 5 9 13 16 18 20 28 32 37 39 40 42 44 47 130 131 132 1 % 1 2004 2005 2006 2006/2005 2006 7,496,391 7,159,616 7,475,436 +4.4% $63,893 98,902

More information

自分の天職をつかめ

自分の天職をつかめ Hiroshi Kawasaki / / 13 4 10 18 35 50 600 4 350 400 074 2011 autumn / No.389 5 5 I 1 4 1 11 90 20 22 22 352 325 27 81 9 3 7 370 2 400 377 23 83 12 3 2 410 3 415 391 24 82 9 3 6 470 4 389 362 27 78 9 5

More information

DPA,, ShareLog 3) 4) 2.2 Strino Strino STRain-based user Interface with tacticle of elastic Natural ObjectsStrino 1 Strino ) PC Log-Log (2007 6)

DPA,, ShareLog 3) 4) 2.2 Strino Strino STRain-based user Interface with tacticle of elastic Natural ObjectsStrino 1 Strino ) PC Log-Log (2007 6) 1 2 1 3 Experimental Evaluation of Convenient Strain Measurement Using a Magnet for Digital Public Art Junghyun Kim, 1 Makoto Iida, 2 Takeshi Naemura 1 and Hiroyuki Ota 3 We present a basic technology

More information

Safe harbor statement under the Private Securities Litigation Reform Act of 1995: This presentation may contain forward-looking statements that involv

Safe harbor statement under the Private Securities Litigation Reform Act of 1995: This presentation may contain forward-looking statements that involv /mokamoto @mitsuhiro in/mitsuhiro Safe harbor statement under the Private Securities Litigation Reform Act of 1995: This presentation may contain forward-looking statements that involve risks, uncertainties,

More information

untitled

untitled A PEX Chasing Our Dreams - A complete line of customized car and automotive parts developed with state of the theart technology and new ideas. Our company is A'PEX which means the highest in quality. This

More information

操作ガイド(本体操作編)

操作ガイド(本体操作編) J-1 QT5-0681-V02 1 m a b c d e f l kj i h g a b c d e f g h i j k l m n n o o s p q r p q r s w t u v x y z t u v w x y z a bc d e f g q p o n m l k j i h a b c d e f g h i j k l {}[] {}[] m n

More information

! Copyright 2015 sapoyubi service All Rights Reserved. 2

! Copyright 2015 sapoyubi service All Rights Reserved. 2 ! Copyright 2015 sapoyubi service All Rights Reserved. 2 ! Copyright 2015 sapoyubi service All Rights Reserved. 3 Copyright 2015 sapoyubi service All Rights Reserved. 4 ! Copyright 2015 sapoyubi service

More information

6 4 4 9RERE6RE 5 5 6 7 8 9 4 5 6 4 4 5 6 8 4 46 5 7 54 58 60 6 69 7 8 0 9 9 79 0 4 0 0 4 4 60 6 9 4 6 46 5 4 4 5 4 4 7 44 44 6 44 8 44 46 44 44 4 44 0 4 4 5 4 8 6 0 4 0 4 4 5 45 4 5 50 4 58 60 57 54

More information

1986 NHK 2000 2004 NTT NTT CONTENTS 01 03 05 07 09 11 4 1 13 2 14 34 15 17 19 21 SNS 1 4 12 34 4 23 25 1 26 27 29 01 School of Information and Communi

1986 NHK 2000 2004 NTT NTT CONTENTS 01 03 05 07 09 11 4 1 13 2 14 34 15 17 19 21 SNS 1 4 12 34 4 23 25 1 26 27 29 01 School of Information and Communi 1986 NHK 2000 2004 NTT NTT CONTENTS 01 03 05 07 09 11 4 1 13 2 14 34 15 17 19 21 SNS 1 4 12 34 4 23 25 1 26 27 29 01 School of Information and Communication 02 Point 1 P.1112 2011 Point 2 P.1316 Point

More information

report03_amanai.pages

report03_amanai.pages -- Monthly Special Interview 03 COPYRIGHT 2015 NBC. ALL RIGHTS RESERVED. 1 COPYRIGHT 2015 NBC. ALL RIGHTS RESERVED. 2 COPYRIGHT 2015 NBC. ALL RIGHTS RESERVED. 3 COPYRIGHT 2015 NBC. ALL RIGHTS RESERVED.

More information

report05_sugano.pages

report05_sugano.pages - - Monthly Special Interview 05 COPYRIGHT 2015 NBC. ALL RIGHTS RESERVED. 1 COPYRIGHT 2015 NBC. ALL RIGHTS RESERVED. 2 COPYRIGHT 2015 NBC. ALL RIGHTS RESERVED. 3 COPYRIGHT 2015 NBC. ALL RIGHTS RESERVED.

More information