CN107624061B - 具有维度数据缩减的机器视觉 - Google Patents

具有维度数据缩减的机器视觉 Download PDF

Info

Publication number
CN107624061B
CN107624061B CN201680032611.1A CN201680032611A CN107624061B CN 107624061 B CN107624061 B CN 107624061B CN 201680032611 A CN201680032611 A CN 201680032611A CN 107624061 B CN107624061 B CN 107624061B
Authority
CN
China
Prior art keywords
encoded data
data
encoded
retinal
dimension
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.)
Active
Application number
CN201680032611.1A
Other languages
English (en)
Chinese (zh)
Other versions
CN107624061A (zh
Inventor
S·尼伦伯格
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.)
Cornell University
Original Assignee
Cornell University
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 Cornell University filed Critical Cornell University
Priority to CN202110002964.XA priority Critical patent/CN112842690B/zh
Publication of CN107624061A publication Critical patent/CN107624061A/zh
Application granted granted Critical
Publication of CN107624061B publication Critical patent/CN107624061B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61F—FILTERS IMPLANTABLE INTO BLOOD VESSELS; PROSTHESES; DEVICES PROVIDING PATENCY TO, OR PREVENTING COLLAPSING OF, TUBULAR STRUCTURES OF THE BODY, e.g. STENTS; ORTHOPAEDIC, NURSING OR CONTRACEPTIVE DEVICES; FOMENTATION; TREATMENT OR PROTECTION OF EYES OR EARS; BANDAGES, DRESSINGS OR ABSORBENT PADS; FIRST-AID KITS
    • A61F9/00—Methods or devices for treatment of the eyes; Devices for putting in contact-lenses; Devices to correct squinting; Apparatus to guide the blind; Protective devices for the eyes, carried on the body or in the hand
    • A61F9/08—Devices or methods enabling eye-patients to replace direct visual perception by another kind of perception
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • 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
    • G06V40/103—Static body considered as a whole, e.g. static pedestrian or occupant recognition
    • 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
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G06V40/19—Sensors therefor
    • 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
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G06V40/193—Preprocessing; Feature extraction
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/60—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using transform coding
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/85—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using pre-processing or post-processing specially adapted for video compression

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Multimedia (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Signal Processing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Ophthalmology & Optometry (AREA)
  • Human Computer Interaction (AREA)
  • Robotics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Vascular Medicine (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Prostheses (AREA)
CN201680032611.1A 2015-04-20 2016-04-20 具有维度数据缩减的机器视觉 Active CN107624061B (zh)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110002964.XA CN112842690B (zh) 2015-04-20 2016-04-20 具有维度数据缩减的机器视觉

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201562150068P 2015-04-20 2015-04-20
US62/150,068 2015-04-20
PCT/US2016/028406 WO2016172188A1 (en) 2015-04-20 2016-04-20 Machine vision with dimensional data reduction

Related Child Applications (1)

Application Number Title Priority Date Filing Date
CN202110002964.XA Division CN112842690B (zh) 2015-04-20 2016-04-20 具有维度数据缩减的机器视觉

Publications (2)

Publication Number Publication Date
CN107624061A CN107624061A (zh) 2018-01-23
CN107624061B true CN107624061B (zh) 2021-01-22

Family

ID=57144451

Family Applications (2)

Application Number Title Priority Date Filing Date
CN201680032611.1A Active CN107624061B (zh) 2015-04-20 2016-04-20 具有维度数据缩减的机器视觉
CN202110002964.XA Active CN112842690B (zh) 2015-04-20 2016-04-20 具有维度数据缩减的机器视觉

Family Applications After (1)

Application Number Title Priority Date Filing Date
CN202110002964.XA Active CN112842690B (zh) 2015-04-20 2016-04-20 具有维度数据缩减的机器视觉

Country Status (7)

Country Link
US (2) US10515269B2 (https=)
EP (1) EP3291780B1 (https=)
JP (2) JP7016522B2 (https=)
KR (1) KR102489987B1 (https=)
CN (2) CN107624061B (https=)
IL (1) IL255128B (https=)
WO (1) WO2016172188A1 (https=)

Families Citing this family (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102404791B1 (ko) * 2017-03-30 2022-06-02 삼성전자주식회사 입력 영상에 포함된 객체를 인식하는 디바이스 및 방법
US11080533B2 (en) * 2017-05-01 2021-08-03 Sensormatic Electronics, LLC Surveillance system with human behavior prediction by human action recognition
WO2019022717A1 (en) * 2017-07-25 2019-01-31 Hewlett-Packard Development Company, L.P. DETERMINING THE PRESENCE OF A USER BASED ON A DISTANCE DETECTED
US10860034B1 (en) 2017-09-27 2020-12-08 Apple Inc. Barrier detection
CN111492655B (zh) 2017-12-14 2024-10-22 交互数字Vc控股公司 用于视频压缩的基于纹理的分区决定
CN111742553A (zh) * 2017-12-14 2020-10-02 交互数字Vc控股公司 用于视频压缩的基于深度学习的图像分区
US10489943B2 (en) 2018-02-28 2019-11-26 General Electric Company System and method for sparse image reconstruction
KR102177655B1 (ko) * 2018-11-14 2020-11-11 이병섭 Mvs 기반의 무인항공기를 갖춘 객체 추적 시스템
US12262946B2 (en) 2018-12-06 2025-04-01 Advanced Euclidean Solutions, Llc Apparatus and method for intraocular lens selection using post-operative measurements
US12106567B2 (en) * 2018-12-14 2024-10-01 Xovis Ag Method and arrangement for determining a group of persons to be considered
CN111295319B (zh) * 2018-12-26 2021-08-20 华为技术有限公司 车辆控制方法、相关设备及计算机存储介质
US11057634B2 (en) * 2019-05-15 2021-07-06 Disney Enterprises, Inc. Content adaptive optimization for neural data compression
CN110929793A (zh) * 2019-11-27 2020-03-27 谢国宇 用于生态环境监测的时空域模型建模方法及系统
US11687778B2 (en) 2020-01-06 2023-06-27 The Research Foundation For The State University Of New York Fakecatcher: detection of synthetic portrait videos using biological signals
GB202007545D0 (en) 2020-05-20 2020-07-01 Univ Ulster Improvements in and relating to image classification using retinal ganglion cell modelling
CN112451857B (zh) * 2020-12-10 2024-10-29 深圳先进技术研究院 视网膜神经节细胞激活状态的判别方法、存储介质和设备
KR102728646B1 (ko) * 2021-01-07 2024-11-11 한국전자통신연구원 데이터 공유 학습 시스템 및 방법
US20220398699A1 (en) * 2021-06-14 2022-12-15 Electronics And Telecommunications Research Institute Image processing method and apparatus for machine vision
EP4404570A4 (en) * 2021-09-17 2025-08-20 Samsung Electronics Co Ltd DEVICE AND METHOD FOR ENCODING AND DECODING IMAGE USING ARTIFICIAL INTELLIGENCE
CN116366852B (zh) * 2021-12-28 2025-03-04 中国电信股份有限公司 面向机器视觉任务的视频编解码方法、装置、设备及介质

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030235341A1 (en) * 2002-04-11 2003-12-25 Gokturk Salih Burak Subject segmentation and tracking using 3D sensing technology for video compression in multimedia applications
CN1770177A (zh) * 2004-06-28 2006-05-10 微软公司 编码高密度几何符号集的系统和方法
CN1985514A (zh) * 2004-07-13 2007-06-20 皇家飞利浦电子股份有限公司 空间和snr图像压缩的方法
US20100008568A1 (en) * 2003-07-15 2010-01-14 Stmicroelectronics S.R.L. Method for classifying a digital image
US20100165117A1 (en) * 2008-12-31 2010-07-01 Lg Electronics Inc. Method and apparatus for generating compressed file, and terminal comprising the apparatus
CN103890781A (zh) * 2011-08-25 2014-06-25 康奈尔大学 用于机器视觉的视网膜编码器

Family Cites Families (93)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5103306A (en) 1990-03-28 1992-04-07 Transitions Research Corporation Digital image compression employing a resolution gradient
JP2809954B2 (ja) 1992-03-25 1998-10-15 三菱電機株式会社 画像感知および処理のための装置および方法
EP1104913A3 (en) 1993-08-26 2006-04-12 The Regents Of The University Of California CNN Bionic eye or other topographic sensory organs or combinations of same
US5856152A (en) 1994-10-28 1999-01-05 The Trustees Of The University Of Pennsylvania Hybrid adenovirus-AAV vector and methods of use therefor
US5974159A (en) 1996-03-29 1999-10-26 Sarnoff Corporation Method and apparatus for assessing the visibility of differences between two image sequences
US5836996A (en) 1996-12-30 1998-11-17 Doorish; John F. Artificial retina
WO1998036793A2 (de) 1997-02-21 1998-08-27 Rolf Eckmiller Lernfähiger sensomotorischer encoder für neuroprothesen
DE19707046A1 (de) 1997-02-21 1998-08-27 Rolf Prof Dr Ing Eckmiller Lernfähiger "Active Vision" Implant Encoder
EP0977880A2 (en) 1997-04-21 2000-02-09 University Of Florida Materials and methods for treatment of retinal diseases
US6458157B1 (en) 1997-08-04 2002-10-01 Suaning Gregg Joergen Retinal stimulator
US6971066B2 (en) 1997-08-18 2005-11-29 National Instruments Corporation System and method for deploying a graphical program on an image acquisition device
CA2346262A1 (en) 1998-09-17 2000-03-23 University Of Florida Methods for treatment of degenerative retinal diseases
US6165192A (en) 1999-01-05 2000-12-26 Second Sight, Llc Method and apparatus for intraocular retinal tack inserter
WO2000056393A1 (en) 1999-03-24 2000-09-28 Second Sight, Llc Retinal color prosthesis for color sight restoration
EP1864690A3 (en) 1999-03-24 2008-01-02 Second Sight Medical Products, Inc. Logarithmic light intensifier for use with photoreceptorbased implanted retinal prosthetics and those prosthetics
US7186560B2 (en) 1999-09-21 2007-03-06 Rutgers, The State University Of New Jersey High level expression of immunogenic proteins in the plastids of higher plants
US8019428B2 (en) 2000-05-26 2011-09-13 Second Sight Medical Products, Inc. Video processing methods for improving visual acuity and/or perceived image resolution
AU2001267058A1 (en) 2000-06-09 2001-12-17 University Of Florida Research Foundation, Inc. Aav vector-based compositions and therapeutic uses thereof
US6970745B2 (en) 2000-08-09 2005-11-29 The United States Of America As Represented By The Secretary Of The Navy Microelectronic stimulator array for stimulating nerve tissue
US6647297B2 (en) 2000-08-09 2003-11-11 The United States Of America As Represented By The Secretary Of The Navy Permanent retinal implant device
US7149586B2 (en) 2002-03-28 2006-12-12 Second Sight Medical Products, Inc. Variable pitch electrode array
WO2002082904A2 (en) 2001-04-13 2002-10-24 The Trustees Of The University Of Pennsylvania Method of treating or retarding the development of blindness
EP1381425A1 (en) 2001-04-24 2004-01-21 Neurodan A/S Functional electrical therapy system (fets)
EP1383577A2 (en) 2001-05-03 2004-01-28 Universite Catholique De Louvain Vision rehabilitation method and device
US6801655B2 (en) 2001-05-10 2004-10-05 The United States Of America As Represented By The Secretary Of The Navy Spatial image processor
US9143706B2 (en) 2001-06-06 2015-09-22 Andrew Zador Imaging system utilizing spatial image oscillation
US6675164B2 (en) * 2001-06-08 2004-01-06 The Regents Of The University Of California Parallel object-oriented data mining system
US7209788B2 (en) 2001-10-29 2007-04-24 Duke University Closed loop brain machine interface
US20030105409A1 (en) 2001-11-14 2003-06-05 Donoghue John Philip Neurological signal decoding
AU2002346611A1 (en) 2001-12-03 2003-06-17 The Regents Of The University Of California Expression of glial-derived neurotrophic factor for treatment of diseases of the eye
WO2003080648A2 (en) 2002-03-20 2003-10-02 University Of Florida Research Foundation, Inc. Raav vector compositions and methods for the treatment of choroidal neovascularization
WO2003093479A1 (en) 2002-05-01 2003-11-13 University Of Florida Research Foundation, Inc. Improved raav expression systems and methods for enhancing transduction of mammalian neural cells
AU2003274397A1 (en) 2002-06-05 2003-12-22 University Of Florida Production of pseudotyped recombinant aav virions
US20060251621A1 (en) 2002-09-27 2006-11-09 Campochiaro Peter A Ocular gene therapy
KR100506533B1 (ko) 2003-01-11 2005-08-05 삼성전자주식회사 이동로봇 및 그에 따른 자율주행 시스템 및 방법
US7311723B2 (en) 2003-07-11 2007-12-25 University Of Washington Scanning laser device and methods of use
JP4695605B2 (ja) 2004-02-05 2011-06-08 モトリカ リミテッド 神経筋刺激
WO2005080573A1 (en) 2004-02-20 2005-09-01 Universite De Montreal Recombinant viral vectors to promote neuronal cell survival and uses thereof
US7751585B2 (en) 2004-06-28 2010-07-06 Microsoft Corporation System and method for encoding high density geometric symbol set
US8103352B2 (en) 2004-12-03 2012-01-24 Second Sight Medical Products, Inc. Mimicking neural coding in retinal ganglion cells with short pulse electrical stimulation
US8520944B2 (en) 2004-12-24 2013-08-27 Mario Cimbalista, JR. Method for improving visualization of infrared images
US7643694B2 (en) * 2004-12-31 2010-01-05 Zoran Corporation Method and apparatus for processing a compressed image in an order other than the order in which it was compressed
WO2006089155A2 (en) 2005-02-16 2006-08-24 Second Sight Medical Products, Inc. Fitting of brightness in a visual prosthesis
EP1919497B1 (en) 2005-07-22 2020-02-12 The Board of Trustees of the Leland Stanford Junior University Light-activated cation channel and uses thereof
US20070050046A1 (en) 2005-07-25 2007-03-01 Georgopoulos Apostolos P Methods for generating a signal indicative of an intended movement
CN101218831B (zh) * 2005-09-20 2010-07-21 三菱电机株式会社 图像解码方法以及图像解码装置
US8956396B1 (en) 2005-10-24 2015-02-17 Lockheed Martin Corporation Eye-tracking visual prosthetic and method
US20070198066A1 (en) 2005-11-03 2007-08-23 Greenberg Robert J Method and apparatus for visual neural stimulation
JP4572175B2 (ja) 2006-04-25 2010-10-27 日本電信電話株式会社 非定常映像検出装置，非定常映像検出方法及びその方法を実装したプログラム
WO2007127428A2 (en) 2006-04-28 2007-11-08 University Of Florida Research Foundation, Inc. Double-stranded/self-complementary vectors with a truncated cba promoter and methods of gene delivery
CN101484005A (zh) 2006-05-04 2009-07-15 韦恩州立大学 通过向体内递送视紫红质核酸恢复视觉响应
US8197539B2 (en) 2006-05-05 2012-06-12 University Of Southern California Intraocular camera for retinal prostheses
US8311634B2 (en) 2006-06-16 2012-11-13 Second Sight Medical Products Inc. Apparatus and method for electrical stimulation of human retina
GB0612242D0 (en) 2006-06-21 2006-08-02 Imp Innovations Ltd Retinal prosthetic devices
EP1891976A1 (en) 2006-08-23 2008-02-27 Novartis Forschungsstiftung, Zweigniederlassung Friedrich Miescher Institute for Biomedical Research Use of light sensitive genes
CN101523414A (zh) * 2006-09-28 2009-09-02 皇家飞利浦电子股份有限公司 图像的部分的内容检测
EP2134415B1 (en) 2007-03-08 2017-05-03 Second Sight Medical Products, Inc. Flexible circuit electrode array
CN100481123C (zh) 2007-03-08 2009-04-22 上海交通大学 采用时空滤波器的视网膜编码器实现方法
WO2008133951A2 (en) 2007-04-24 2008-11-06 Massachusetts Institute Of Technology Method and apparatus for image processing
EP1995685A3 (en) 2007-05-21 2012-08-01 Biotronik CRM Patent AG Medical device for monitoring biological signal
US20090105786A1 (en) 2007-10-22 2009-04-23 University Of Washington Method and device for strengthening synaptic connections
US8195303B2 (en) 2007-11-07 2012-06-05 Second Sight Medical Products, Inc. Video processing unit for a visual prosthetic apparatus
US8195302B2 (en) 2007-11-07 2012-06-05 Second Sight Medical Products, Inc. Video processing unit for a visual prosthetic apparatus
WO2009072123A2 (en) 2007-12-06 2009-06-11 Technion Research & Development Foundation Ltd. Method and system for optical stimulation of neurons
US8204325B2 (en) * 2008-01-18 2012-06-19 Sharp Laboratories Of America, Inc. Systems and methods for texture synthesis for video coding with side information
CN100586403C (zh) 2008-03-06 2010-02-03 上海交通大学 视觉假体图像处理装置及方法
US8098938B1 (en) * 2008-03-17 2012-01-17 Google Inc. Systems and methods for descriptor vector computation
JP5492869B2 (ja) 2008-04-08 2014-05-14 ナショナル ユニヴァーシティー オブ シンガポール 網膜画像分析システム及び方法
WO2010011404A2 (en) 2008-05-20 2010-01-28 Eos Neuroscience, Inc. Vectors for delivery of light-sensitive proteins and methods of use
US20100016732A1 (en) 2008-07-17 2010-01-21 Lockheed Martin Corporation Apparatus and method for neural-signal capture to drive neuroprostheses or control bodily function
WO2010017448A1 (en) 2008-08-07 2010-02-11 Massachusetts Institute Of Technology Coding for visual prostheses
CN101336856B (zh) 2008-08-08 2010-06-02 西安电子科技大学 辅助视觉系统的信息获取与传递方法
CN101393789A (zh) 2008-11-04 2009-03-25 江苏圣安电缆有限公司 交联聚乙烯绝缘电力电缆内气体的排除方法
US8108147B1 (en) 2009-02-06 2012-01-31 The United States Of America As Represented By The Secretary Of The Navy Apparatus and method for automatic omni-directional visual motion-based collision avoidance
US8744588B2 (en) 2009-05-07 2014-06-03 Hani Midani Method and system for connecting an impaired nervous system to a muscle or a group of muscles based on template matching and intelligent end points
JP5052569B2 (ja) * 2009-06-25 2012-10-17 シャープ株式会社 画像圧縮装置、画像圧縮方法、画像伸張装置、画像伸張方法、画像形成装置、コンピュータプログラム及び記録媒体
US9180309B2 (en) * 2010-02-26 2015-11-10 Cornell University Retina prosthesis
EP2539015B1 (en) * 2010-02-26 2015-12-30 Cornell University Retina prosthesis
US20110213266A1 (en) 2010-03-01 2011-09-01 Williams Justin C Closed Loop Neural Activity Triggered Rehabilitation Device And Method
US9311593B2 (en) 2010-03-26 2016-04-12 Brain Corporation Apparatus and methods for polychronous encoding and multiplexing in neuronal prosthetic devices
US8467623B2 (en) 2010-03-26 2013-06-18 Brain Corporation Invariant pulse latency coding systems and methods systems and methods
US20110307079A1 (en) 2010-04-29 2011-12-15 Board Of Trustees Of Michigan State University, The Multiscale intra-cortical neural interface system
US8527056B2 (en) 2010-04-30 2013-09-03 Second Sight Medical Products, Inc. Encoding of size and brightness of percepts in a visual prosthesis
US20110293189A1 (en) * 2010-05-28 2011-12-01 Microsoft Corporation Facial Analysis Techniques
US9302103B1 (en) 2010-09-10 2016-04-05 Cornell University Neurological prosthesis
US20120123293A1 (en) 2010-11-11 2012-05-17 IINN, Inc. Motor nerve root stimulation
CN102393960A (zh) * 2011-06-29 2012-03-28 南京大学 一种图像的局部特征描述方法
AU2012358886B2 (en) 2011-12-20 2017-10-19 The Johns Hopkins University Artifact control and miniaturization of the safe direct current stimulator for neural prostheses
KR20150093254A (ko) * 2012-03-01 2015-08-17 시스-테크 솔루션스 인코포레이티드 마킹된 특징부에서 유래된 고유 식별 정보
CZ304893B6 (cs) 2012-06-20 2015-01-07 Miloslav Hering Kolečková brusle
CN102968632A (zh) * 2012-10-15 2013-03-13 北京大学 获取图像的紧凑全局特征描述子的方法及图像检索方法
EP2965288A4 (en) * 2013-03-08 2016-07-27 Intel Corp IMAGE ENCODING TECHNIQUES BASED ON AREA OF INTEREST
US9773155B2 (en) * 2014-10-14 2017-09-26 Microsoft Technology Licensing, Llc Depth from time of flight camera

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030235341A1 (en) * 2002-04-11 2003-12-25 Gokturk Salih Burak Subject segmentation and tracking using 3D sensing technology for video compression in multimedia applications
US20100008568A1 (en) * 2003-07-15 2010-01-14 Stmicroelectronics S.R.L. Method for classifying a digital image
CN1770177A (zh) * 2004-06-28 2006-05-10 微软公司 编码高密度几何符号集的系统和方法
CN1985514A (zh) * 2004-07-13 2007-06-20 皇家飞利浦电子股份有限公司 空间和snr图像压缩的方法
US20100165117A1 (en) * 2008-12-31 2010-07-01 Lg Electronics Inc. Method and apparatus for generating compressed file, and terminal comprising the apparatus
CN103890781A (zh) * 2011-08-25 2014-06-25 康奈尔大学 用于机器视觉的视网膜编码器

Also Published As

Publication number Publication date
EP3291780A4 (en) 2019-01-23
CN112842690B (zh) 2023-10-17
JP7016522B2 (ja) 2022-02-07
HK1250003A1 (zh) 2018-11-23
IL255128A0 (en) 2017-12-31
US11430263B2 (en) 2022-08-30
WO2016172188A1 (en) 2016-10-27
US20180089493A1 (en) 2018-03-29
CN112842690A (zh) 2021-05-28
EP3291780B1 (en) 2025-06-04
KR20170139087A (ko) 2017-12-18
CN107624061A (zh) 2018-01-23
JP2018514036A (ja) 2018-05-31
US10515269B2 (en) 2019-12-24
KR102489987B1 (ko) 2023-01-17
JP2021073627A (ja) 2021-05-13
US20200143138A1 (en) 2020-05-07
IL255128B (en) 2022-04-01
EP3291780A1 (en) 2018-03-14

Similar Documents

Publication Publication Date Title
CN107624061B (zh) 具有维度数据缩减的机器视觉
US11106903B1 (en) Object detection in image data
JP6117206B2 (ja) 機械視覚のための網膜符号化器
US20220197312A1 (en) Event Camera Based Navigation Control
US20170024877A1 (en) Methods and Apparatus for Autonomous Robotic Control
JP2005044330A (ja) 弱仮説生成装置及び方法、学習装置及び方法、検出装置及び方法、表情学習装置及び方法、表情認識装置及び方法、並びにロボット装置
Botzheim et al. Human gesture recognition for robot partners by spiking neural network and classification learning
JP2014524630A5 (https=)
JP2005078376A (ja) 対象物検出装置、対象物方法、及びロボット装置
CN113158756A (zh) 基于HRNet深度学习的姿态、行为分析模块及分析方法
CN120035849A (zh) 用于图像和视频的全景分割的通用框架
Abed et al. Python-based Raspberry Pi for hand gesture recognition
US12299913B2 (en) Image processing framework for performing object depth estimation
Appuhamy et al. Development of a GPU-based human emotion recognition robot eye for service robot by using convolutional neural network
CN115223250B (zh) 基于多尺度时空分解卷积网络的上肢康复动作识别方法
CN113887373B (zh) 基于城市智慧体育的并行融合网络的姿态识别方法和系统
Nunes Deep emotion recognition through upper body movements and facial expression
Wu et al. 3d semantic vslam of dynamic environment based on yolact
US12423770B2 (en) Information processing apparatus
HK1250003B (zh) 具有维度数据缩减的机器视觉
Shariff Neuromorphic event-based vision: Sparse and spiking networks for efficient vision systems
Rajasri REAL-TIME OBJECT TRACKING USING ARTIFICIAL INTELLIGENCE
de Oliveira Alves et al. Human Gesture Recognition using CNNs for Human-Robot Interaction
Singh GESTURE RECOGNITION OF SIGN LANGUAGE ALPHABET USING MACHINE LEARNING TECHNIQUES
Kachole Object segmentation: from neuromorphic sensing to neuromorphic machine learning

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
REG Reference to a national code

Ref country code: HK

Ref legal event code: DE

Ref document number: 1250003

Country of ref document: HK

GR01 Patent grant
GR01 Patent grant