EP3635628A4 - A neuromorphic system for real-time visual activity recognition - Google Patents
A neuromorphic system for real-time visual activity recognition Download PDFInfo
- Publication number
- EP3635628A4 EP3635628A4 EP18823688.9A EP18823688A EP3635628A4 EP 3635628 A4 EP3635628 A4 EP 3635628A4 EP 18823688 A EP18823688 A EP 18823688A EP 3635628 A4 EP3635628 A4 EP 3635628A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- real
- activity recognition
- time visual
- neuromorphic system
- visual activity
- 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.)
- Pending
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
- G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24133—Distances to prototypes
- G06F18/24143—Distances to neighbourhood prototypes, e.g. restricted Coulomb energy networks [RCEN]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/285—Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06N3/044—Recurrent networks, e.g. Hopfield networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Evolutionary Computation (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- General Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Computing Systems (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Multimedia (AREA)
- Mathematical Physics (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- Medical Informatics (AREA)
- Databases & Information Systems (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Psychiatry (AREA)
- Social Psychology (AREA)
- Human Computer Interaction (AREA)
- Neurology (AREA)
- Image Analysis (AREA)
- Closed-Circuit Television Systems (AREA)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201762516217P | 2017-06-07 | 2017-06-07 | |
US15/883,822 US11055872B1 (en) | 2017-03-30 | 2018-01-30 | Real-time object recognition using cascaded features, deep learning and multi-target tracking |
PCT/US2018/026432 WO2019005257A2 (en) | 2017-06-07 | 2018-04-06 | A neuromorphic system for real-time visual activity recognition |
Publications (2)
Publication Number | Publication Date |
---|---|
EP3635628A2 EP3635628A2 (en) | 2020-04-15 |
EP3635628A4 true EP3635628A4 (en) | 2021-03-10 |
Family
ID=64741843
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP18823688.9A Pending EP3635628A4 (en) | 2017-06-07 | 2018-04-06 | A neuromorphic system for real-time visual activity recognition |
Country Status (3)
Country | Link |
---|---|
EP (1) | EP3635628A4 (en) |
CN (1) | CN110603542B (en) |
WO (1) | WO2019005257A2 (en) |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2008098188A2 (en) * | 2007-02-08 | 2008-08-14 | Behavioral Recognition Systems, Inc. | Behavioral recognition system |
US20090087027A1 (en) * | 2007-09-27 | 2009-04-02 | John Eric Eaton | Estimator identifier component for behavioral recognition system |
US20120134532A1 (en) * | 2010-06-08 | 2012-05-31 | Gorilla Technology Inc. | Abnormal behavior detection system and method using automatic classification of multiple features |
Family Cites Families (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8345984B2 (en) * | 2010-01-28 | 2013-01-01 | Nec Laboratories America, Inc. | 3D convolutional neural networks for automatic human action recognition |
US9008366B1 (en) * | 2012-01-23 | 2015-04-14 | Hrl Laboratories, Llc | Bio-inspired method of ground object cueing in airborne motion imagery |
US9576214B1 (en) * | 2012-01-23 | 2017-02-21 | Hrl Laboratories, Llc | Robust object recognition from moving platforms by combining form and motion detection with bio-inspired classification |
US8700251B1 (en) * | 2012-04-13 | 2014-04-15 | Google Inc. | System and method for automatically detecting key behaviors by vehicles |
JP2015529365A (en) * | 2012-09-05 | 2015-10-05 | エレメント,インク. | System and method for biometric authentication associated with a camera-equipped device |
EP2720172A1 (en) * | 2012-10-12 | 2014-04-16 | Nederlandse Organisatie voor toegepast -natuurwetenschappelijk onderzoek TNO | Video access system and method based on action type detection |
WO2014098783A1 (en) * | 2012-12-21 | 2014-06-26 | Echostar Ukraine, LLC | Identification and tracking onscreen |
US9449230B2 (en) * | 2014-11-26 | 2016-09-20 | Zepp Labs, Inc. | Fast object tracking framework for sports video recognition |
GB201512283D0 (en) * | 2015-07-14 | 2015-08-19 | Apical Ltd | Track behaviour events |
-
2018
- 2018-04-06 CN CN201880030086.9A patent/CN110603542B/en active Active
- 2018-04-06 WO PCT/US2018/026432 patent/WO2019005257A2/en unknown
- 2018-04-06 EP EP18823688.9A patent/EP3635628A4/en active Pending
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2008098188A2 (en) * | 2007-02-08 | 2008-08-14 | Behavioral Recognition Systems, Inc. | Behavioral recognition system |
US20090087027A1 (en) * | 2007-09-27 | 2009-04-02 | John Eric Eaton | Estimator identifier component for behavioral recognition system |
US20120134532A1 (en) * | 2010-06-08 | 2012-05-31 | Gorilla Technology Inc. | Abnormal behavior detection system and method using automatic classification of multiple features |
Non-Patent Citations (1)
Title |
---|
HU W ET AL: "A Survey on Visual Surveillance of Object Motion and Behaviors", IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: PART C:APPLICATIONS AND REVIEWS, IEEE SERVICE CENTER, PISCATAWAY, NJ, US, vol. 34, no. 3, 3 August 2004 (2004-08-03), pages 334 - 352, XP011114887, ISSN: 1094-6977, DOI: 10.1109/TSMCC.2004.829274 * |
Also Published As
Publication number | Publication date |
---|---|
WO2019005257A2 (en) | 2019-01-03 |
EP3635628A2 (en) | 2020-04-15 |
CN110603542B (en) | 2023-04-25 |
WO2019005257A3 (en) | 2019-05-02 |
CN110603542A (en) | 2019-12-20 |
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RIC1 | Information provided on ipc code assigned before grant |
Ipc: G06K 9/62 20060101ALI20210201BHEP Ipc: G06K 9/00 20060101ALI20210201BHEP Ipc: G06K 9/32 20060101AFI20210201BHEP Ipc: G06N 3/02 20060101ALI20210201BHEP |
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