WO2003075261A1 - Learning apparatus, learning method, and robot apparatus - Google Patents
Learning apparatus, learning method, and robot apparatus Download PDFInfo
- Publication number
- WO2003075261A1 WO2003075261A1 PCT/JP2003/002560 JP0302560W WO03075261A1 WO 2003075261 A1 WO2003075261 A1 WO 2003075261A1 JP 0302560 W JP0302560 W JP 0302560W WO 03075261 A1 WO03075261 A1 WO 03075261A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- learning
- correlation
- name
- robot apparatus
- human
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Ceased
Links
Classifications
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/004—Artificial life, i.e. computing arrangements simulating life
- G06N3/008—Artificial life, i.e. computing arrangements simulating life based on physical entities controlled by simulated intelligence so as to replicate intelligent life forms, e.g. based on robots replicating pets or humans in their appearance or behaviour
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
- G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/20—Speech recognition techniques specially adapted for robustness in adverse environments, e.g. in noise, of stress induced speech
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/26—Speech to text systems
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/28—Constructional details of speech recognition systems
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Human Computer Interaction (AREA)
- Multimedia (AREA)
- Computational Linguistics (AREA)
- Theoretical Computer Science (AREA)
- Oral & Maxillofacial Surgery (AREA)
- General Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- General Physics & Mathematics (AREA)
- Acoustics & Sound (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Biophysics (AREA)
- Data Mining & Analysis (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Molecular Biology (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Biomedical Technology (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Robotics (AREA)
- Manipulator (AREA)
- Toys (AREA)
- Image Analysis (AREA)
Priority Applications (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| DE60318990T DE60318990T2 (de) | 2002-03-06 | 2003-03-05 | Lernvorrichtung, lernverfahren und robotervorrichtung |
| KR1020037014405A KR100988708B1 (ko) | 2002-03-06 | 2003-03-05 | 학습 장치, 학습 방법 및 로봇 장치 |
| US10/476,662 US7720775B2 (en) | 2002-03-06 | 2003-03-05 | Learning equipment and learning method, and robot apparatus |
| EP03710242A EP1482480B1 (en) | 2002-03-06 | 2003-03-05 | Learning apparatus, learning method, and robot apparatus |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2002060425A JP3529049B2 (ja) | 2002-03-06 | 2002-03-06 | 学習装置及び学習方法並びにロボット装置 |
| JP2002-60425 | 2002-03-06 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2003075261A1 true WO2003075261A1 (en) | 2003-09-12 |
Family
ID=27784796
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/JP2003/002560 Ceased WO2003075261A1 (en) | 2002-03-06 | 2003-03-05 | Learning apparatus, learning method, and robot apparatus |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US7720775B2 (enExample) |
| EP (1) | EP1482480B1 (enExample) |
| JP (1) | JP3529049B2 (enExample) |
| KR (1) | KR100988708B1 (enExample) |
| CN (1) | CN1241168C (enExample) |
| DE (1) | DE60318990T2 (enExample) |
| WO (1) | WO2003075261A1 (enExample) |
Families Citing this family (60)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP3951235B2 (ja) | 2003-02-19 | 2007-08-01 | ソニー株式会社 | 学習装置及び学習方法並びにロボット装置 |
| JP3919726B2 (ja) * | 2003-10-02 | 2007-05-30 | 株式会社東芝 | 学習装置及びその方法 |
| JP4303602B2 (ja) * | 2004-01-09 | 2009-07-29 | 本田技研工業株式会社 | 顔面像取得システム |
| GB0407260D0 (en) * | 2004-03-31 | 2004-05-05 | Ibm | Accelerated solution of constraint satisfaction problems by partioning of the variable space |
| JP4569186B2 (ja) * | 2004-06-15 | 2010-10-27 | ソニー株式会社 | 画像処理装置および方法、記録媒体、並びにプログラム |
| JP4086024B2 (ja) * | 2004-09-14 | 2008-05-14 | ソニー株式会社 | ロボット装置及びその行動制御方法 |
| CN100452710C (zh) * | 2004-09-29 | 2009-01-14 | 上海赢思软件技术有限公司 | 一种短信机器人系统 |
| JP4204541B2 (ja) | 2004-12-24 | 2009-01-07 | 株式会社東芝 | 対話型ロボット、対話型ロボットの音声認識方法および対話型ロボットの音声認識プログラム |
| WO2008018136A1 (en) * | 2006-08-10 | 2008-02-14 | Pioneer Corporation | Speaker recognizing device, speaker recognizing method, etc. |
| EP2138958A1 (en) * | 2008-06-27 | 2009-12-30 | Honda Research Institute Europe GmbH | Sensor signal processing with feature classifier cooperation |
| JP2010055375A (ja) * | 2008-08-28 | 2010-03-11 | Toshiba Corp | 電子機器操作指示装置およびその操作方法 |
| KR20120027253A (ko) * | 2009-04-23 | 2012-03-21 | 코닌클리케 필립스 일렉트로닉스 엔.브이. | 물체-학습 로봇 및 방법 |
| US8566097B2 (en) | 2009-06-02 | 2013-10-22 | Honda Motor Co., Ltd. | Lexical acquisition apparatus, multi dialogue behavior system, and lexical acquisition program |
| JP2011115898A (ja) * | 2009-12-03 | 2011-06-16 | Honda Motor Co Ltd | ロボット |
| US8775341B1 (en) | 2010-10-26 | 2014-07-08 | Michael Lamport Commons | Intelligent control with hierarchical stacked neural networks |
| US9015093B1 (en) | 2010-10-26 | 2015-04-21 | Michael Lamport Commons | Intelligent control with hierarchical stacked neural networks |
| US8452451B1 (en) * | 2011-05-06 | 2013-05-28 | Google Inc. | Methods and systems for robotic command language |
| US9566710B2 (en) | 2011-06-02 | 2017-02-14 | Brain Corporation | Apparatus and methods for operating robotic devices using selective state space training |
| JP5698614B2 (ja) * | 2011-06-22 | 2015-04-08 | インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Machines Corporation | コンテキスト情報処理システム及び方法 |
| US8965580B2 (en) | 2012-06-21 | 2015-02-24 | Rethink Robotics, Inc. | Training and operating industrial robots |
| EP2689650B1 (en) * | 2012-07-27 | 2014-09-10 | Honda Research Institute Europe GmbH | Trainable autonomous lawn mower |
| US9764468B2 (en) | 2013-03-15 | 2017-09-19 | Brain Corporation | Adaptive predictor apparatus and methods |
| US9242372B2 (en) | 2013-05-31 | 2016-01-26 | Brain Corporation | Adaptive robotic interface apparatus and methods |
| US9314924B1 (en) | 2013-06-14 | 2016-04-19 | Brain Corporation | Predictive robotic controller apparatus and methods |
| US9792546B2 (en) | 2013-06-14 | 2017-10-17 | Brain Corporation | Hierarchical robotic controller apparatus and methods |
| US9384443B2 (en) | 2013-06-14 | 2016-07-05 | Brain Corporation | Robotic training apparatus and methods |
| US9436909B2 (en) | 2013-06-19 | 2016-09-06 | Brain Corporation | Increased dynamic range artificial neuron network apparatus and methods |
| US20150032258A1 (en) * | 2013-07-29 | 2015-01-29 | Brain Corporation | Apparatus and methods for controlling of robotic devices |
| EP3043348B1 (en) * | 2013-09-03 | 2017-10-04 | Panasonic Intellectual Property Corporation of America | Voice interaction control method |
| US9296101B2 (en) | 2013-09-27 | 2016-03-29 | Brain Corporation | Robotic control arbitration apparatus and methods |
| US9579789B2 (en) | 2013-09-27 | 2017-02-28 | Brain Corporation | Apparatus and methods for training of robotic control arbitration |
| US9597797B2 (en) | 2013-11-01 | 2017-03-21 | Brain Corporation | Apparatus and methods for haptic training of robots |
| US9463571B2 (en) | 2013-11-01 | 2016-10-11 | Brian Corporation | Apparatus and methods for online training of robots |
| US9248569B2 (en) | 2013-11-22 | 2016-02-02 | Brain Corporation | Discrepancy detection apparatus and methods for machine learning |
| US9358685B2 (en) | 2014-02-03 | 2016-06-07 | Brain Corporation | Apparatus and methods for control of robot actions based on corrective user inputs |
| US9346167B2 (en) | 2014-04-29 | 2016-05-24 | Brain Corporation | Trainable convolutional network apparatus and methods for operating a robotic vehicle |
| US9630318B2 (en) | 2014-10-02 | 2017-04-25 | Brain Corporation | Feature detection apparatus and methods for training of robotic navigation |
| US9881349B1 (en) | 2014-10-24 | 2018-01-30 | Gopro, Inc. | Apparatus and methods for computerized object identification |
| US9717387B1 (en) | 2015-02-26 | 2017-08-01 | Brain Corporation | Apparatus and methods for programming and training of robotic household appliances |
| JP6084654B2 (ja) * | 2015-06-04 | 2017-02-22 | シャープ株式会社 | 音声認識装置、音声認識システム、当該音声認識システムで使用される端末、および、話者識別モデルを生成するための方法 |
| EP3332923A4 (en) * | 2015-08-04 | 2019-04-10 | Beijing Evolver Robotics Co., Ltd | MULTIFUNCTIONAL HOUSE ROBOT |
| JP6681800B2 (ja) * | 2016-07-15 | 2020-04-15 | 株式会社日立製作所 | 制御装置、制御システム、および制御方法 |
| JP6785950B2 (ja) * | 2016-08-25 | 2020-11-18 | エルジー エレクトロニクス インコーポレイティド | 移動ロボット及びその制御方法 |
| US11096848B2 (en) | 2016-09-12 | 2021-08-24 | Fuji Corporation | Assistance device for identifying a user of the assistance device from a spoken name |
| US10430657B2 (en) | 2016-12-12 | 2019-10-01 | X Development Llc | Object recognition tool |
| KR20180082033A (ko) * | 2017-01-09 | 2018-07-18 | 삼성전자주식회사 | 음성을 인식하는 전자 장치 |
| WO2018230345A1 (ja) * | 2017-06-15 | 2018-12-20 | 株式会社Caiメディア | 対話ロボットおよび対話システム、並びに対話プログラム |
| KR102433393B1 (ko) * | 2017-12-12 | 2022-08-17 | 한국전자통신연구원 | 동영상 콘텐츠 내의 인물을 인식하는 장치 및 방법 |
| US10593318B2 (en) * | 2017-12-26 | 2020-03-17 | International Business Machines Corporation | Initiating synthesized speech outpout from a voice-controlled device |
| CN108172226A (zh) * | 2018-01-27 | 2018-06-15 | 上海萌王智能科技有限公司 | 一种可学习应答语音和动作的语音控制机器人 |
| US11126257B2 (en) * | 2018-04-17 | 2021-09-21 | Toyota Research Institute, Inc. | System and method for detecting human gaze and gesture in unconstrained environments |
| DE102018207513A1 (de) * | 2018-05-15 | 2019-11-21 | Siemens Aktiengesellschaft | Verfahren zum rechnergestützten Lernen eines Roboters über einen Sprachdialog |
| WO2020056377A1 (en) | 2018-09-13 | 2020-03-19 | The Charles Stark Draper Laboratory, Inc. | One-click robot order |
| KR102833767B1 (ko) | 2019-02-12 | 2025-07-15 | 삼성전자주식회사 | 객체를 모니터링하는 방법 및 이를 지원하는 전자 장치 |
| WO2021066801A1 (en) * | 2019-09-30 | 2021-04-08 | Siemens Aktiengesellschaft | Robotics control system and method for training said robotics control system |
| JP6921448B1 (ja) * | 2020-05-20 | 2021-08-18 | 株式会社ルークシステム | 新規物体操作ロボットの制御プログラムおよび制御方法、ならびに、新規物体操作システム |
| US20240086509A1 (en) * | 2021-01-19 | 2024-03-14 | Sony Group Corporation | Information processing device, information processing method, and information processing program |
| JP7664548B2 (ja) * | 2021-03-01 | 2025-04-18 | パナソニックIpマネジメント株式会社 | 発話分類装置および発話分類方法 |
| US20240256971A1 (en) | 2021-06-04 | 2024-08-01 | Sony Group Corporation | Training apparatus, training method, and training program |
| WO2023146118A1 (ko) * | 2022-01-25 | 2023-08-03 | 삼성전자 주식회사 | Hci를 통해 태그를 획득하고 물체에 대한 명령을 수행하는 방법 및 전자 장치 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001300148A (ja) * | 2000-04-18 | 2001-10-30 | Casio Comput Co Ltd | アクション応答システムおよびそのプログラム記録媒体 |
| JP2002160185A (ja) * | 2000-03-31 | 2002-06-04 | Sony Corp | ロボット装置、ロボット装置の行動制御方法、外力検出装置及び外力検出方法 |
| JP2002219677A (ja) * | 2000-10-13 | 2002-08-06 | Sony Corp | ロボット装置及びロボット装置の行動制御方法 |
Family Cites Families (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6118888A (en) * | 1997-02-28 | 2000-09-12 | Kabushiki Kaisha Toshiba | Multi-modal interface apparatus and method |
| JP3211186B2 (ja) * | 1997-12-15 | 2001-09-25 | オムロン株式会社 | ロボット、ロボットシステム、ロボットの学習方法、ロボットシステムの学習方法および記録媒体 |
| JP4366617B2 (ja) * | 1999-01-25 | 2009-11-18 | ソニー株式会社 | ロボット装置 |
| JP2001228891A (ja) | 2000-02-16 | 2001-08-24 | Mitsubishi Electric Corp | 音声対話装置 |
| JP3653224B2 (ja) | 2000-12-28 | 2005-05-25 | 憲三 岩間 | ロボット、単語学習装置およびその方法 |
| JP4143305B2 (ja) * | 2001-01-30 | 2008-09-03 | 日本電気株式会社 | ロボット装置、照合環境判定方法、及び照合環境判定プログラム |
| JP4108342B2 (ja) * | 2001-01-30 | 2008-06-25 | 日本電気株式会社 | ロボット、ロボット制御システム、およびそのプログラム |
| JP2003186494A (ja) | 2001-12-17 | 2003-07-04 | Sony Corp | 音声認識装置および方法、記録媒体、並びにプログラム |
-
2002
- 2002-03-06 JP JP2002060425A patent/JP3529049B2/ja not_active Expired - Fee Related
-
2003
- 2003-03-05 US US10/476,662 patent/US7720775B2/en not_active Expired - Fee Related
- 2003-03-05 DE DE60318990T patent/DE60318990T2/de not_active Expired - Lifetime
- 2003-03-05 WO PCT/JP2003/002560 patent/WO2003075261A1/ja not_active Ceased
- 2003-03-05 KR KR1020037014405A patent/KR100988708B1/ko not_active Expired - Fee Related
- 2003-03-05 CN CNB038002256A patent/CN1241168C/zh not_active Expired - Fee Related
- 2003-03-05 EP EP03710242A patent/EP1482480B1/en not_active Expired - Lifetime
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2002160185A (ja) * | 2000-03-31 | 2002-06-04 | Sony Corp | ロボット装置、ロボット装置の行動制御方法、外力検出装置及び外力検出方法 |
| JP2001300148A (ja) * | 2000-04-18 | 2001-10-30 | Casio Comput Co Ltd | アクション応答システムおよびそのプログラム記録媒体 |
| JP2002219677A (ja) * | 2000-10-13 | 2002-08-06 | Sony Corp | ロボット装置及びロボット装置の行動制御方法 |
Non-Patent Citations (4)
| Title |
|---|
| DEB ROY: "Integration of speech and vision using mutual information", PROCEEDINGS OF THE 2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, vol. 4, 6 May 2000 (2000-05-06), pages 2369 - 2372, XP010504780 * |
| KIN, IWAHASHI: "Chikaku joho no togo ni motozuku gengo onsei tan'i no kakutoku algorithm", THE INSTITUTE OF ELECTRONICS GIJUTSU KENKYU HOKOKU (SHIKO TO GENGO) TL2000-21, 13 October 2000 (2000-10-13), pages 9 - 16, XP002968419 * |
| See also references of EP1482480A4 * |
| SHIMOMURA, AOYAMA, FUJITA: "Jiritsu-gata entertainment robot to onsei taiwa", THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE DAI 36 KAI GENGO.ONSEI RIKAI TO TAIWA SHORI KENKYUKAI SHIRYO, 7 November 2002 (2002-11-07), pages 21 - 26, XP002968420 * |
Also Published As
| Publication number | Publication date |
|---|---|
| DE60318990T2 (de) | 2009-02-05 |
| KR20040094289A (ko) | 2004-11-09 |
| US7720775B2 (en) | 2010-05-18 |
| JP3529049B2 (ja) | 2004-05-24 |
| EP1482480A4 (en) | 2005-12-14 |
| JP2003255989A (ja) | 2003-09-10 |
| DE60318990D1 (de) | 2008-03-20 |
| EP1482480A1 (en) | 2004-12-01 |
| KR100988708B1 (ko) | 2010-10-18 |
| CN1507617A (zh) | 2004-06-23 |
| EP1482480B1 (en) | 2008-02-06 |
| CN1241168C (zh) | 2006-02-08 |
| US20050004710A1 (en) | 2005-01-06 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| WO2003075261A1 (en) | Learning apparatus, learning method, and robot apparatus | |
| WO2004059573A3 (en) | Face recognition system and method | |
| WO2004051555A3 (en) | Method and apparatus for improved information transactions | |
| AU2003273397A1 (en) | Biometric acoustic writing system and method for identifying individuals and recognizing handwriting by using biometric data | |
| WO2004044688A3 (en) | Customer relationship management system and method for physical locations | |
| WO2004063884A3 (en) | Computer and vision-based augmented interaction in the use of printed media | |
| WO2004061820A3 (en) | Method and apparatus for selective distributed speech recognition | |
| WO2004023787A3 (en) | Signal intensity range transformation apparatus and method | |
| WO2004051407A3 (en) | Enhanced system, method and medium for certifying and accrediting requirements compliance utilizing continuous risk assessment | |
| WO2003100560A3 (en) | Learning system | |
| EP1617340A3 (en) | A method and apparatus for providing proper or partial proper name recognition | |
| WO2007144419A3 (en) | Method and apparatus for localized adaptation of client devices based on correlation or learning at remote server | |
| AU2003302826A1 (en) | Method and apparatus for predicting a number of individuals interested in an item based on recommendations of such item | |
| WO2003014866A3 (en) | Method and system for dynamic learning through a regression-based library generation process | |
| EP1710717A4 (en) | INFORMATION SEARCHING SYSTEM, INFORMATION SEARCHING METHOD, INFORMATION SEARCHING DEVICE, INFORMATION SEARCHING PROGRAM, IMAGE RECOGNIZING DEVICE, IMAGE RECOVERING METHOD, IMAGE RECOGNIZING PROGRAM | |
| AU2003259168A1 (en) | Method and apparatus for evaluating data and implementing training based on the evaluation of the data | |
| AU2003224961A1 (en) | System, method and portable device for biometric identification | |
| WO2008045144A3 (en) | Gesture recognition method and apparatus | |
| EP1343292A3 (en) | System and method for locating an output device | |
| AU2003215072A1 (en) | System and method for automated biometric data collection | |
| AU2002343175A1 (en) | Method and device for determining and outputting the similarity between two data strings | |
| WO2004017181A3 (en) | Computer-aided education systems and methods | |
| CA2402842A1 (en) | Wireless electronic libretto display apparatus and method | |
| WO2004049192A3 (en) | Method to assign word class information | |
| AU2003212461A1 (en) | Method and apparatus for inferring item position based on multiple data |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| AK | Designated states |
Kind code of ref document: A1 Designated state(s): CN KR US |
|
| AL | Designated countries for regional patents |
Kind code of ref document: A1 Designated state(s): AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HU IE IT LU MC NL PT RO SE SI SK TR |
|
| WWE | Wipo information: entry into national phase |
Ref document number: 2003710242 Country of ref document: EP |
|
| WWE | Wipo information: entry into national phase |
Ref document number: 10476662 Country of ref document: US |
|
| 121 | Ep: the epo has been informed by wipo that ep was designated in this application | ||
| WWE | Wipo information: entry into national phase |
Ref document number: 1020037014405 Country of ref document: KR |
|
| WWE | Wipo information: entry into national phase |
Ref document number: 038002256 Country of ref document: CN |
|
| WWP | Wipo information: published in national office |
Ref document number: 2003710242 Country of ref document: EP |
|
| WWG | Wipo information: grant in national office |
Ref document number: 2003710242 Country of ref document: EP |