SG11202105016PA - Method of anomaly detection and system thereof - Google Patents

Method of anomaly detection and system thereof

Info

Publication number
SG11202105016PA
SG11202105016PA SG11202105016PA SG11202105016PA SG11202105016PA SG 11202105016P A SG11202105016P A SG 11202105016PA SG 11202105016P A SG11202105016P A SG 11202105016PA SG 11202105016P A SG11202105016P A SG 11202105016PA SG 11202105016P A SG11202105016P A SG 11202105016PA
Authority
SG
Singapore
Prior art keywords
anomaly detection
anomaly
detection
Prior art date
Application number
SG11202105016PA
Inventor
Amir Hever
Ohad Hever
Ilya Bogomolny
Original Assignee
Uveye Ltd
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 Uveye Ltd filed Critical Uveye Ltd
Publication of SG11202105016PA publication Critical patent/SG11202105016PA/en

Links

Classifications

    • 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
    • G06N3/08—Learning methods
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • 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
    • 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
    • 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; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G06T7/0008—Industrial image inspection checking presence/absence
    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/778—Active pattern-learning, e.g. online learning of image or video features
    • G06V10/7784—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors
    • G06V10/7788—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors the supervisor being a human, e.g. interactive learning with a human teacher
    • 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
    • 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
    • G06N3/047—Probabilistic or stochastic networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Medical Informatics (AREA)
  • Mathematical Physics (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Quality & Reliability (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Image Analysis (AREA)
SG11202105016PA 2018-11-15 2019-11-11 Method of anomaly detection and system thereof SG11202105016PA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201862767526P 2018-11-15 2018-11-15
PCT/IL2019/051228 WO2020100136A1 (en) 2018-11-15 2019-11-11 Method of anomaly detection and system thereof

Publications (1)

Publication Number Publication Date
SG11202105016PA true SG11202105016PA (en) 2021-06-29

Family

ID=70730765

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202105016PA SG11202105016PA (en) 2018-11-15 2019-11-11 Method of anomaly detection and system thereof

Country Status (4)

Country Link
US (1) US11348223B2 (en)
EP (1) EP3881243A4 (en)
SG (1) SG11202105016PA (en)
WO (1) WO2020100136A1 (en)

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US10997492B2 (en) * 2017-01-20 2021-05-04 Nvidia Corporation Automated methods for conversions to a lower precision data format
GB2581991B (en) * 2019-03-06 2022-06-01 Huawei Tech Co Ltd Enhancement of three-dimensional facial scans
US20210287071A1 (en) * 2020-03-12 2021-09-16 Morgan State University Method and Apparatus for Augmented Data Anomaly Detection
US12064281B2 (en) * 2020-03-18 2024-08-20 The Regents Of The University Of California Method and system for denoising CT images using a neural network
US11430143B2 (en) 2020-06-10 2022-08-30 Uveye Ltd. System of depth estimation and method thereof
TWI749586B (en) * 2020-06-11 2021-12-11 華碩電腦股份有限公司 Signal detection method and electronic device using the same
CN111709491B (en) * 2020-06-30 2024-05-14 平安科技（深圳）有限公司 Anomaly detection method, device, equipment and storage medium based on self-encoder
WO2022093249A1 (en) * 2020-10-29 2022-05-05 Hewlett-Packard Development Company, L.P. Latent representation scrambler and generative network adjustments
US11403496B2 (en) 2020-11-04 2022-08-02 Silicon Laboratories Inc. Detecting anomalous events in a discriminator of an embedded device
CN112613494B (en) * 2020-11-19 2024-08-13 北京国网富达科技发展有限责任公司 Power line monitoring abnormality identification method and system based on deep countermeasure network
CN114691477A (en) * 2020-12-30 2022-07-01 富泰华工业（深圳）有限公司 Defect detection method and device, electronic device and computer readable storage medium
US20210319090A1 (en) * 2021-06-23 2021-10-14 Intel Corporation Authenticator-integrated generative adversarial network (gan) for secure deepfake generation
US12039009B2 (en) * 2021-08-05 2024-07-16 The Boeing Company Generation of synthetic images of abnormalities for training a machine learning algorithm
CN114282624B (en) * 2021-12-29 2024-07-19 北京天融信网络安全技术有限公司 Object labeling method, device, equipment and medium
CN117278305B (en) * 2023-10-13 2024-06-11 深圳市互联时空科技有限公司 Data sharing-oriented distributed GAN attack and defense method and system

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180247201A1 (en) * 2017-02-28 2018-08-30 Nvidia Corporation Systems and methods for image-to-image translation using variational autoencoders
US10262236B2 (en) 2017-05-02 2019-04-16 General Electric Company Neural network training image generation system
US11276495B2 (en) * 2017-07-11 2022-03-15 Cambia Health Solutions, Inc. Systems and methods for predicting multiple health care outcomes
US10970829B2 (en) * 2017-08-24 2021-04-06 Siemens Healthcare Gmbh Synthesizing and segmenting cross-domain medical images
US10176405B1 (en) * 2018-06-18 2019-01-08 Inception Institute Of Artificial Intelligence Vehicle re-identification techniques using neural networks for image analysis, viewpoint-aware pattern recognition, and generation of multi- view vehicle representations

Also Published As

Publication number Publication date
WO2020100136A1 (en) 2020-05-22
US20210358115A1 (en) 2021-11-18
US11348223B2 (en) 2022-05-31
EP3881243A1 (en) 2021-09-22
EP3881243A4 (en) 2022-07-27

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