CN101689245B - 识别输入姿势的方法和系统及其训练方法和装置 - Google Patents

识别输入姿势的方法和系统及其训练方法和装置 Download PDF

Info

Publication number
CN101689245B
CN101689245B CN2008800224039A CN200880022403A CN101689245B CN 101689245 B CN101689245 B CN 101689245B CN 2008800224039 A CN2008800224039 A CN 2008800224039A CN 200880022403 A CN200880022403 A CN 200880022403A CN 101689245 B CN101689245 B CN 101689245B
Authority
CN
China
Prior art keywords
input
neural network
action
data
vector
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.)
Expired - Fee Related
Application number
CN2008800224039A
Other languages
English (en)
Chinese (zh)
Other versions
CN101689245A (zh
Inventor
M·布洛克
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Microsoft Technology Licensing LLC
Original Assignee
Microsoft Corp
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Microsoft Corp filed Critical Microsoft Corp
Publication of CN101689245A publication Critical patent/CN101689245A/zh
Application granted granted Critical
Publication of CN101689245B publication Critical patent/CN101689245B/zh
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0487Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
    • G06F3/0488Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures
    • G06F3/04883Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures for inputting data by handwriting, e.g. gesture or text
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/22Character recognition characterised by the type of writing
    • G06V30/226Character recognition characterised by the type of writing of cursive writing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/32Digital ink
    • G06V30/333Preprocessing; Feature extraction
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2203/00Indexing scheme relating to G06F3/00 - G06F3/048
    • G06F2203/041Indexing scheme relating to G06F3/041 - G06F3/045
    • G06F2203/04104Multi-touch detection in digitiser, i.e. details about the simultaneous detection of a plurality of touching locations, e.g. multiple fingers or pen and finger
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2203/00Indexing scheme relating to G06F3/00 - G06F3/048
    • G06F2203/048Indexing scheme relating to G06F3/048
    • G06F2203/04808Several contacts: gestures triggering a specific function, e.g. scrolling, zooming, right-click, when the user establishes several contacts with the surface simultaneously; e.g. using several fingers or a combination of fingers and pen

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • User Interface Of Digital Computer (AREA)
CN2008800224039A 2007-06-27 2008-06-17 识别输入姿势的方法和系统及其训练方法和装置 Expired - Fee Related CN101689245B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US11/769,542 2007-06-27
US11/769,542 US7835999B2 (en) 2007-06-27 2007-06-27 Recognizing input gestures using a multi-touch input device, calculated graphs, and a neural network with link weights
PCT/US2008/067172 WO2009002758A1 (en) 2007-06-27 2008-06-17 Recognizing input gestures

Publications (2)

Publication Number Publication Date
CN101689245A CN101689245A (zh) 2010-03-31
CN101689245B true CN101689245B (zh) 2012-02-29

Family

ID=40161783

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2008800224039A Expired - Fee Related CN101689245B (zh) 2007-06-27 2008-06-17 识别输入姿势的方法和系统及其训练方法和装置

Country Status (7)

Country Link
US (1) US7835999B2 (cg-RX-API-DMAC7.html)
EP (1) EP2160704A1 (cg-RX-API-DMAC7.html)
JP (1) JP2010532055A (cg-RX-API-DMAC7.html)
KR (1) KR20100036259A (cg-RX-API-DMAC7.html)
CN (1) CN101689245B (cg-RX-API-DMAC7.html)
CA (1) CA2687050A1 (cg-RX-API-DMAC7.html)
WO (1) WO2009002758A1 (cg-RX-API-DMAC7.html)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103092363A (zh) * 2013-01-28 2013-05-08 上海斐讯数据通信技术有限公司 具有手势输入功能的移动终端及移动终端手势输入方法

Families Citing this family (130)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6610917B2 (en) 1998-05-15 2003-08-26 Lester F. Ludwig Activity indication, external source, and processing loop provisions for driven vibrating-element environments
US20090143141A1 (en) * 2002-08-06 2009-06-04 Igt Intelligent Multiplayer Gaming System With Multi-Touch Display
US7783892B2 (en) 2003-05-30 2010-08-24 Privaris, Inc. System and methods for assignation and use of media content subscription service privileges
US7936341B2 (en) * 2007-05-30 2011-05-03 Microsoft Corporation Recognizing selection regions from multiple simultaneous inputs
KR20250099420A (ko) 2007-09-24 2025-07-01 애플 인크. 전자 장치 내의 내장형 인증 시스템들
US8600120B2 (en) 2008-01-03 2013-12-03 Apple Inc. Personal computing device control using face detection and recognition
US9019237B2 (en) 2008-04-06 2015-04-28 Lester F. Ludwig Multitouch parameter and gesture user interface employing an LED-array tactile sensor that can also operate as a display
US8345014B2 (en) 2008-07-12 2013-01-01 Lester F. Ludwig Control of the operating system on a computing device via finger angle using a high dimensional touchpad (HDTP) touch user interface
US8169414B2 (en) 2008-07-12 2012-05-01 Lim Seung E Control of electronic games via finger angle using a high dimensional touchpad (HDTP) touch user interface
US8604364B2 (en) * 2008-08-15 2013-12-10 Lester F. Ludwig Sensors, algorithms and applications for a high dimensional touchpad
US20100058251A1 (en) * 2008-08-27 2010-03-04 Apple Inc. Omnidirectional gesture detection
KR101586627B1 (ko) * 2008-10-06 2016-01-19 삼성전자주식회사 멀티 터치를 이용한 리스트 관리 방법 및 장치
US9030564B2 (en) * 2008-10-10 2015-05-12 Qualcomm Incorporated Single camera tracker
SE533704C2 (sv) 2008-12-05 2010-12-07 Flatfrog Lab Ab Pekkänslig apparat och förfarande för drivning av densamma
US20100162181A1 (en) * 2008-12-22 2010-06-24 Palm, Inc. Interpreting Gesture Input Including Introduction Or Removal Of A Point Of Contact While A Gesture Is In Progress
US8170346B2 (en) 2009-03-14 2012-05-01 Ludwig Lester F High-performance closed-form single-scan calculation of oblong-shape rotation angles from binary images of arbitrary size using running sums
KR101593598B1 (ko) * 2009-04-03 2016-02-12 삼성전자주식회사 휴대단말에서 제스처를 이용한 기능 실행 방법
US8355007B2 (en) 2009-05-11 2013-01-15 Adobe Systems Incorporated Methods for use with multi-touch displays for determining when a touch is processed as a mouse event
US20100295782A1 (en) 2009-05-21 2010-11-25 Yehuda Binder System and method for control based on face ore hand gesture detection
US9417700B2 (en) * 2009-05-21 2016-08-16 Edge3 Technologies Gesture recognition systems and related methods
US9152317B2 (en) * 2009-08-14 2015-10-06 Microsoft Technology Licensing, Llc Manipulation of graphical elements via gestures
US20110066933A1 (en) 2009-09-02 2011-03-17 Ludwig Lester F Value-driven visualization primitives for spreadsheets, tabular data, and advanced spreadsheet visualization
US8341558B2 (en) * 2009-09-16 2012-12-25 Google Inc. Gesture recognition on computing device correlating input to a template
KR101851264B1 (ko) 2010-01-06 2018-04-24 주식회사 셀루온 가상 멀티터치 마우스와 스타일러스 장치를 위한 시스템 및 그 방법
US20110202934A1 (en) * 2010-02-12 2011-08-18 Ludwig Lester F Window manger input focus control for high dimensional touchpad (htpd), advanced mice, and other multidimensional user interfaces
US10146427B2 (en) 2010-03-01 2018-12-04 Nri R&D Patent Licensing, Llc Curve-fitting approach to high definition touch pad (HDTP) parameter extraction
US20120056846A1 (en) * 2010-03-01 2012-03-08 Lester F. Ludwig Touch-based user interfaces employing artificial neural networks for hdtp parameter and symbol derivation
US8396252B2 (en) 2010-05-20 2013-03-12 Edge 3 Technologies Systems and related methods for three dimensional gesture recognition in vehicles
EP2577436A4 (en) * 2010-06-01 2016-03-30 Nokia Technologies Oy METHOD, DEVICE AND SYSTEM FOR RECEIVING USER DEVICES
US9285983B2 (en) * 2010-06-14 2016-03-15 Amx Llc Gesture recognition using neural networks
US9626023B2 (en) 2010-07-09 2017-04-18 Lester F. Ludwig LED/OLED array approach to integrated display, lensless-camera, and touch-screen user interface devices and associated processors
US9632344B2 (en) 2010-07-09 2017-04-25 Lester F. Ludwig Use of LED or OLED array to implement integrated combinations of touch screen tactile, touch gesture sensor, color image display, hand-image gesture sensor, document scanner, secure optical data exchange, and fingerprint processing capabilities
US8754862B2 (en) * 2010-07-11 2014-06-17 Lester F. Ludwig Sequential classification recognition of gesture primitives and window-based parameter smoothing for high dimensional touchpad (HDTP) user interfaces
US9950256B2 (en) 2010-08-05 2018-04-24 Nri R&D Patent Licensing, Llc High-dimensional touchpad game controller with multiple usage and networking modalities
US8655093B2 (en) 2010-09-02 2014-02-18 Edge 3 Technologies, Inc. Method and apparatus for performing segmentation of an image
WO2012030872A1 (en) 2010-09-02 2012-03-08 Edge3 Technologies Inc. Method and apparatus for confusion learning
US8666144B2 (en) 2010-09-02 2014-03-04 Edge 3 Technologies, Inc. Method and apparatus for determining disparity of texture
US8582866B2 (en) 2011-02-10 2013-11-12 Edge 3 Technologies, Inc. Method and apparatus for disparity computation in stereo images
TW201211572A (en) * 2010-09-06 2012-03-16 Asustek Comp Inc Method for retrieving object information and portable electronic device with the same
CN101963863B (zh) * 2010-09-30 2015-07-08 华为终端有限公司 用户触摸操作模式自适应的方法和装置
US20120084736A1 (en) 2010-10-01 2012-04-05 Flextronics Id, Llc Gesture controlled screen repositioning for one or more displays
US20120131513A1 (en) * 2010-11-19 2012-05-24 Microsoft Corporation Gesture Recognition Training
US8970589B2 (en) 2011-02-10 2015-03-03 Edge 3 Technologies, Inc. Near-touch interaction with a stereo camera grid structured tessellations
US20120204577A1 (en) 2011-02-16 2012-08-16 Ludwig Lester F Flexible modular hierarchical adaptively controlled electronic-system cooling and energy harvesting for IC chip packaging, printed circuit boards, subsystems, cages, racks, IT rooms, and data centers using quantum and classical thermoelectric materials
US9442652B2 (en) 2011-03-07 2016-09-13 Lester F. Ludwig General user interface gesture lexicon and grammar frameworks for multi-touch, high dimensional touch pad (HDTP), free-space camera, and other user interfaces
US8638385B2 (en) 2011-06-05 2014-01-28 Apple Inc. Device, method, and graphical user interface for accessing an application in a locked device
US8298081B1 (en) 2011-06-16 2012-10-30 Igt Gaming system, gaming device and method for providing multiple display event indicators
CN102855077A (zh) * 2011-07-01 2013-01-02 宫润玉 多功能触控板模式切换方法
US9052772B2 (en) 2011-08-10 2015-06-09 Lester F. Ludwig Heuristics for 3D and 6D touch gesture touch parameter calculations for high-dimensional touch parameter (HDTP) user interfaces
US8971572B1 (en) 2011-08-12 2015-03-03 The Research Foundation For The State University Of New York Hand pointing estimation for human computer interaction
US8842057B2 (en) * 2011-09-27 2014-09-23 Z124 Detail on triggers: transitional states
US8769624B2 (en) 2011-09-29 2014-07-01 Apple Inc. Access control utilizing indirect authentication
US9002322B2 (en) 2011-09-29 2015-04-07 Apple Inc. Authentication with secondary approver
TW201333787A (zh) * 2011-10-11 2013-08-16 Flatfrog Lab Ab 觸控系統中改良的多點觸控偵測
US9672609B1 (en) 2011-11-11 2017-06-06 Edge 3 Technologies, Inc. Method and apparatus for improved depth-map estimation
US9823781B2 (en) 2011-12-06 2017-11-21 Nri R&D Patent Licensing, Llc Heterogeneous tactile sensing via multiple sensor types
US10430066B2 (en) 2011-12-06 2019-10-01 Nri R&D Patent Licensing, Llc Gesteme (gesture primitive) recognition for advanced touch user interfaces
KR101919853B1 (ko) 2011-12-23 2018-11-19 삼성전자주식회사 디스플레이 장치 및 그 잠금 해제 방법
US8605114B2 (en) 2012-02-17 2013-12-10 Igt Gaming system having reduced appearance of parallax artifacts on display devices including multiple display screens
US9001058B2 (en) 2012-03-05 2015-04-07 International Business Machines Corporation Computer action detection
US9383895B1 (en) * 2012-05-05 2016-07-05 F. Vinayak Methods and systems for interactively producing shapes in three-dimensional space
BR112014028774B1 (pt) 2012-05-18 2022-05-10 Apple Inc Método, dispositivo eletrônico, meio de armazenamento legível por computador e aparelho de processamento de informações
US10168835B2 (en) 2012-05-23 2019-01-01 Flatfrog Laboratories Ab Spatial resolution in touch displays
US20140004942A1 (en) * 2012-07-02 2014-01-02 Peter Steinau Methods and systems for providing commands using repeating geometric shapes
US9052896B2 (en) * 2012-07-20 2015-06-09 Facebook, Inc. Adjusting mobile device state based on user intentions and/or identity
JP5565886B2 (ja) * 2012-08-17 2014-08-06 Necシステムテクノロジー株式会社 入力装置、入力方法、及びプログラム
US8497841B1 (en) 2012-08-23 2013-07-30 Celluon, Inc. System and method for a virtual keyboard
US9218064B1 (en) * 2012-09-18 2015-12-22 Google Inc. Authoring multi-finger interactions through demonstration and composition
AU2013330254A1 (en) * 2012-10-09 2015-03-05 Lockheed Martin Corporation Secure gesture
US10721448B2 (en) 2013-03-15 2020-07-21 Edge 3 Technologies, Inc. Method and apparatus for adaptive exposure bracketing, segmentation and scene organization
WO2014168567A1 (en) 2013-04-11 2014-10-16 Flatfrog Laboratories Ab Tomographic processing for touch detection
WO2015005847A1 (en) 2013-07-12 2015-01-15 Flatfrog Laboratories Ab Partial detect mode
US9811238B2 (en) 2013-08-29 2017-11-07 Sharp Laboratories Of America, Inc. Methods and systems for interacting with a digital marking surface
US9898642B2 (en) 2013-09-09 2018-02-20 Apple Inc. Device, method, and graphical user interface for manipulating user interfaces based on fingerprint sensor inputs
WO2015108479A1 (en) 2014-01-16 2015-07-23 Flatfrog Laboratories Ab Light coupling in tir-based optical touch systems
WO2015108480A1 (en) 2014-01-16 2015-07-23 Flatfrog Laboratories Ab Improvements in tir-based optical touch systems of projection-type
US10482461B2 (en) 2014-05-29 2019-11-19 Apple Inc. User interface for payments
EP3161594A4 (en) 2014-06-27 2018-01-17 FlatFrog Laboratories AB Detection of surface contamination
KR102239714B1 (ko) 2014-07-24 2021-04-13 삼성전자주식회사 신경망 학습 방법 및 장치, 데이터 처리 장치
US9767410B1 (en) * 2014-10-03 2017-09-19 Google Inc. Rank-constrained neural networks
KR102433382B1 (ko) * 2014-12-08 2022-08-16 로힛 세스 착용가능 무선 hmi 디바이스
CN107209608A (zh) 2015-01-28 2017-09-26 平蛙实验室股份公司 动态触摸隔离帧
US10318074B2 (en) 2015-01-30 2019-06-11 Flatfrog Laboratories Ab Touch-sensing OLED display with tilted emitters
US10496227B2 (en) 2015-02-09 2019-12-03 Flatfrog Laboratories Ab Optical touch system comprising means for projecting and detecting light beams above and inside a transmissive panel
US10401546B2 (en) 2015-03-02 2019-09-03 Flatfrog Laboratories Ab Optical component for light coupling
US20160259488A1 (en) * 2015-03-06 2016-09-08 Alibaba Group Holding Limited Navigation user interface for compact mobile devices
US9910852B2 (en) * 2015-03-12 2018-03-06 Lenovo (Singapore) Pte. Ltd. Detecting cascading sub-logograms
US9678664B2 (en) 2015-04-10 2017-06-13 Google Inc. Neural network for keyboard input decoding
US10521718B1 (en) * 2015-09-28 2019-12-31 Google Llc Adversarial training of neural networks
US20170116517A1 (en) * 2015-10-27 2017-04-27 International Business Machines Corporation System and method for generating material compositions
US10775937B2 (en) 2015-12-09 2020-09-15 Flatfrog Laboratories Ab Stylus identification
DK179186B1 (en) 2016-05-19 2018-01-15 Apple Inc REMOTE AUTHORIZATION TO CONTINUE WITH AN ACTION
CN107589782B (zh) * 2016-07-06 2024-05-14 可穿戴设备有限公司 用于可穿戴设备的姿势控制接口的方法和装置
US10133949B2 (en) * 2016-07-15 2018-11-20 University Of Central Florida Research Foundation, Inc. Synthetic data generation of time series data
US10241583B2 (en) * 2016-08-30 2019-03-26 Intel Corporation User command determination based on a vibration pattern
US9779355B1 (en) 2016-09-15 2017-10-03 International Business Machines Corporation Back propagation gates and storage capacitor for neural networks
DK179471B1 (en) 2016-09-23 2018-11-26 Apple Inc. IMAGE DATA FOR ENHANCED USER INTERACTIONS
US20180089586A1 (en) * 2016-09-29 2018-03-29 Stmicroelectronics S.R.L. Artificial neural networks for human activity recognition
CN110100226A (zh) 2016-11-24 2019-08-06 平蛙实验室股份公司 触摸信号的自动优化
JP2020512607A (ja) 2016-12-07 2020-04-23 フラットフロッグ ラボラトリーズ アーベーFlatFrog Laboratories AB 改良されたタッチ装置
US10261685B2 (en) * 2016-12-29 2019-04-16 Google Llc Multi-task machine learning for predicted touch interpretations
EP3458946B1 (en) 2017-02-06 2020-10-21 FlatFrog Laboratories AB Optical coupling in touch-sensing systems
US10606414B2 (en) 2017-03-22 2020-03-31 Flatfrog Laboratories Ab Eraser for touch displays
CN110663015A (zh) 2017-03-28 2020-01-07 平蛙实验室股份公司 触摸感应装置和用于组装的方法
US11256371B2 (en) 2017-09-01 2022-02-22 Flatfrog Laboratories Ab Optical component
KR102185854B1 (ko) 2017-09-09 2020-12-02 애플 인크. 생체측정 인증의 구현
KR102143148B1 (ko) 2017-09-09 2020-08-10 애플 인크. 생체측정 인증의 구현
US20190220096A1 (en) * 2018-01-17 2019-07-18 Microsoft Technology Licensing, Llc System and method for natural content editing with gestures
US12353975B2 (en) 2018-02-19 2025-07-08 Braun Gmbh Apparatus and method for performing a localization of a movable treatment device
US11567610B2 (en) 2018-03-05 2023-01-31 Flatfrog Laboratories Ab Detection line broadening
US11170085B2 (en) 2018-06-03 2021-11-09 Apple Inc. Implementation of biometric authentication
US11153687B1 (en) 2018-08-24 2021-10-19 Apple Inc. Wireless headphone interactions
US10719230B2 (en) * 2018-09-27 2020-07-21 Atlassian Pty Ltd Recognition and processing of gestures in a graphical user interface using machine learning
US10860096B2 (en) 2018-09-28 2020-12-08 Apple Inc. Device control using gaze information
US11100349B2 (en) 2018-09-28 2021-08-24 Apple Inc. Audio assisted enrollment
CN112889016A (zh) 2018-10-20 2021-06-01 平蛙实验室股份公司 用于触摸敏感装置的框架及其工具
WO2020153890A1 (en) 2019-01-25 2020-07-30 Flatfrog Laboratories Ab A videoconferencing terminal and method of operating the same
FR3092925B1 (fr) * 2019-02-19 2022-09-09 Continental Automotive Systèmes et clés numériques destinés à inhibition d’attaques par relais
KR102193115B1 (ko) * 2019-04-24 2020-12-18 넷마블 주식회사 드로잉 기반 보안 인증을 수행하기 위한 컴퓨터 프로그램
DE102019208903A1 (de) 2019-06-12 2020-12-17 Siemens Healthcare Gmbh Bereitstellen eines Ausgabesignals mittels einer berührungssensitiven Eingabeeinheit und Bereitstellen einer trainierten Funktion
EP4004695A4 (en) 2019-09-18 2022-09-28 Samsung Electronics Co., Ltd. ELECTRONIC DEVICE AND CONTROL METHOD THEREOF
US12056316B2 (en) 2019-11-25 2024-08-06 Flatfrog Laboratories Ab Touch-sensing apparatus
US12282653B2 (en) 2020-02-08 2025-04-22 Flatfrog Laboratories Ab Touch apparatus with low latency interactions
WO2021162602A1 (en) 2020-02-10 2021-08-19 Flatfrog Laboratories Ab Improved touch-sensing apparatus
KR102859761B1 (ko) 2020-08-21 2025-09-16 삼성전자주식회사 전자 장치 및 그 제어 방법
EP4264460B1 (en) 2021-01-25 2025-12-24 Apple Inc. Implementation of biometric authentication
US12210603B2 (en) 2021-03-04 2025-01-28 Apple Inc. User interface for enrolling a biometric feature
EP4099142A4 (en) 2021-04-19 2023-07-05 Samsung Electronics Co., Ltd. ELECTRONIC DEVICE AND METHOD OF OPERATION
US12216754B2 (en) 2021-05-10 2025-02-04 Apple Inc. User interfaces for authenticating to perform secure operations
US20250139514A1 (en) * 2022-01-26 2025-05-01 Google Llc Methods and Systems for Bilateral Simultaneous Training of User and Device for Soft Goods Having Gestural Input

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002071315A2 (en) * 2001-03-05 2002-09-12 Koninklijke Philips Electronics N.V. Automatic positioning of display depending upon the viewer's location or gesture
CN1478248A (zh) * 2000-11-06 2004-02-25 Ħ��������˾ 利用输入装置的位置预存用户交互元素的方法

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7630802B2 (en) * 1995-06-07 2009-12-08 Automotive Technologies International, Inc. Information management and monitoring system and method
KR100282618B1 (ko) 1997-12-01 2001-02-15 정선종 회전특성을이용한손모양인식장치및그방법
KR20000039192A (ko) 1998-12-11 2000-07-05 정선종 극좌표 상의 궤적분석에 의한 동적 제스쳐 인식 시스템 및 방법
US20040095311A1 (en) 2002-11-19 2004-05-20 Motorola, Inc. Body-centric virtual interactive apparatus and method
US7227993B2 (en) * 2003-01-27 2007-06-05 Microsoft Corporation Learning-based system and process for synthesizing cursive handwriting
US7418128B2 (en) * 2003-07-31 2008-08-26 Microsoft Corporation Elastic distortions for automatic generation of labeled data
US20070065003A1 (en) * 2005-09-21 2007-03-22 Lockheed Martin Corporation Real-time recognition of mixed source text

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1478248A (zh) * 2000-11-06 2004-02-25 Ħ��������˾ 利用输入装置的位置预存用户交互元素的方法
WO2002071315A2 (en) * 2001-03-05 2002-09-12 Koninklijke Philips Electronics N.V. Automatic positioning of display depending upon the viewer's location or gesture

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103092363A (zh) * 2013-01-28 2013-05-08 上海斐讯数据通信技术有限公司 具有手势输入功能的移动终端及移动终端手势输入方法

Also Published As

Publication number Publication date
US7835999B2 (en) 2010-11-16
JP2010532055A (ja) 2010-09-30
KR20100036259A (ko) 2010-04-07
WO2009002758A1 (en) 2008-12-31
EP2160704A1 (en) 2010-03-10
CN101689245A (zh) 2010-03-31
CA2687050A1 (en) 2008-12-31
US20090006292A1 (en) 2009-01-01

Similar Documents

Publication Publication Date Title
CN101689245B (zh) 识别输入姿势的方法和系统及其训练方法和装置
US12033411B2 (en) Stroke based control of handwriting input
JP4810146B2 (ja) 入力テキストを生成する方法および装置
US6438523B1 (en) Processing handwritten and hand-drawn input and speech input
US8836653B1 (en) Extending host device functionality using a mobile device
CN102197359A (zh) 对应用对象的多点触摸操纵
JP7452155B2 (ja) 手書き入力装置、手書き入力方法、プログラム
CN113052078B (zh) 空中书写轨迹识别方法、装置、存储介质及电子设备
US9529448B2 (en) Data entry systems and methods
EP3387582B1 (en) System and method for beautifying digital ink
EP2498197A1 (en) Automatically performing an action upon a login
JP2023175845A (ja) 手書き入力装置、手書き入力方法、プログラム、入力システム
JP2018536928A (ja) 手書きされた図コネクタの認識のためのシステム及び方法
US20140104201A1 (en) Electronic apparatus and handwritten document processing method
KR100648161B1 (ko) 협력적인 수기 입력을 위한 시스템 및 방법
US20220129085A1 (en) Input device, input method, medium, and program
US11514696B2 (en) Display device, display method, and computer-readable recording medium
US10514844B2 (en) Automatically modifying an input area based on a proximity to one or more edges
CN111814530B (zh) 手写输入装置、手写输入方法、程序以及输入系统
KR100713407B1 (ko) 펜 컴퓨팅 시스템에서의 펜 입력 방법 및 장치
Ousmer et al. Recognizing 3D trajectories as 2D multi-stroke gestures
US11380028B2 (en) Electronic drawing with handwriting recognition
CN112118491A (zh) 弹幕生成方法、装置及计算机可读存储介质
JP2023041614A (ja) 表示装置、表示方法、表示システム
KR20090118359A (ko) 터치스크린을 이용한 이동통신 단말기의 필기체 입력 방법

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
ASS Succession or assignment of patent right

Owner name: MICROSOFT TECHNOLOGY LICENSING LLC

Free format text: FORMER OWNER: MICROSOFT CORP.

Effective date: 20150515

C41 Transfer of patent application or patent right or utility model
TR01 Transfer of patent right

Effective date of registration: 20150515

Address after: Washington State

Patentee after: MICROSOFT TECHNOLOGY LICENSING, LLC

Address before: Washington State

Patentee before: Microsoft Corp.

CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20120229