SG10201403292WA - Fusion of data from heterogeneous sources - Google Patents

Fusion of data from heterogeneous sources

Info

Publication number
SG10201403292WA
SG10201403292WA SG10201403292WA SG10201403292WA SG10201403292WA SG 10201403292W A SG10201403292W A SG 10201403292WA SG 10201403292W A SG10201403292W A SG 10201403292WA SG 10201403292W A SG10201403292W A SG 10201403292WA SG 10201403292W A SG10201403292W A SG 10201403292WA
Authority
SG
Singapore
Prior art keywords
fusion
data
heterogeneous sources
heterogeneous
sources
Prior art date
Application number
SG10201403292WA
Inventor
Marco Huber
Christian Debes
Roel Heremans
Kasteren Tim Van
Original Assignee
Ats Group Ip Holdings 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 Ats Group Ip Holdings Ltd filed Critical Ats Group Ip Holdings Ltd
Priority to SG10201403292WA priority Critical patent/SG10201403292WA/en
Priority to PCT/EP2015/063431 priority patent/WO2015193285A1/en
Priority to DE112015002837.4T priority patent/DE112015002837T5/en
Priority to US14/740,298 priority patent/US20150363706A1/en
Publication of SG10201403292WA publication Critical patent/SG10201403292WA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/955Retrieval from the web using information identifiers, e.g. uniform resource locators [URL]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computing arrangements using knowledge-based models
    • G06N5/02Knowledge representation; Symbolic representation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2415Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G06F18/24155Bayesian classification
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/25Fusion techniques
    • G06F18/254Fusion techniques of classification results, e.g. of results related to same input data
    • G06F18/256Fusion techniques of classification results, e.g. of results related to same input data of results relating to different input data, e.g. multimodal recognition
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/62Text, e.g. of license plates, overlay texts or captions on TV images
    • G06V20/63Scene text, e.g. street names
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172Classification, e.g. identification
SG10201403292WA 2014-06-16 2014-06-16 Fusion of data from heterogeneous sources SG10201403292WA (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
SG10201403292WA SG10201403292WA (en) 2014-06-16 2014-06-16 Fusion of data from heterogeneous sources
PCT/EP2015/063431 WO2015193285A1 (en) 2014-06-16 2015-06-16 Fusion of data from heterogeneous sources
DE112015002837.4T DE112015002837T5 (en) 2014-06-16 2015-06-16 Fusion of data from heterogeneous sources
US14/740,298 US20150363706A1 (en) 2014-06-16 2015-06-16 Fusion of data from heterogeneous sources

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SG10201403292WA SG10201403292WA (en) 2014-06-16 2014-06-16 Fusion of data from heterogeneous sources

Publications (1)

Publication Number Publication Date
SG10201403292WA true SG10201403292WA (en) 2016-01-28

Family

ID=53540720

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10201403292WA SG10201403292WA (en) 2014-06-16 2014-06-16 Fusion of data from heterogeneous sources

Country Status (4)

Country Link
US (1) US20150363706A1 (en)
DE (1) DE112015002837T5 (en)
SG (1) SG10201403292WA (en)
WO (1) WO2015193285A1 (en)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016174662A1 (en) 2015-04-27 2016-11-03 Agt International Gmbh Method of monitoring well-being of semi-independent persons and system thereof
US10762440B1 (en) * 2015-09-24 2020-09-01 Apple Inc. Sensor fusion and deep learning
US20170357662A1 (en) * 2016-06-10 2017-12-14 Verint Systems Ltd. Creating and using profiles from surveillance records
US10671068B1 (en) 2016-09-21 2020-06-02 Apple Inc. Shared sensor data across sensor processing pipelines
KR102463176B1 (en) 2017-10-16 2022-11-04 삼성전자주식회사 Device and method to estimate position
DE102018200982A1 (en) 2018-01-23 2019-08-08 Volkswagen Aktiengesellschaft Method for processing sensor data in a number of control units, appropriately designed preprocessing unit and vehicle
DE102019207279A1 (en) * 2019-05-18 2020-11-19 Robert Bosch Gmbh Data fused sensor system
CN110704411B (en) * 2019-09-27 2022-12-09 京东方科技集团股份有限公司 Knowledge graph building method and device suitable for art field and electronic equipment
CN113569931B (en) * 2021-07-16 2024-04-05 中国铁道科学研究院集团有限公司 Dynamic data fusion method, device, equipment and medium
CN114264784B (en) * 2021-12-03 2023-08-22 淮阴工学院 Breeding water condition judging method and system based on sensor risk interval model
CN115865702B (en) * 2022-11-15 2023-05-09 哈尔滨理工大学 Distributed fusion estimation method with data attenuation under network scheduling strategy
CN116540616B (en) * 2023-07-06 2023-09-08 北京邮电大学 Novel household resource scheduling decision control system and method and application thereof

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6502082B1 (en) * 1999-06-01 2002-12-31 Microsoft Corp Modality fusion for object tracking with training system and method
US7193557B1 (en) * 2003-04-29 2007-03-20 Lockheed Martin Corporation Random set-based cluster tracking
US7877696B2 (en) * 2007-01-05 2011-01-25 Eastman Kodak Company Multi-frame display system with semantic image arrangement
US20090150507A1 (en) * 2007-12-07 2009-06-11 Yahoo! Inc. System and method for prioritizing delivery of communications via different communication channels
US8271506B2 (en) * 2008-03-31 2012-09-18 Yahoo! Inc. System and method for modeling relationships between entities
US9208447B1 (en) * 2012-09-14 2015-12-08 Lockheed Martin Corporation Method and system for classifying vehicle tracks
US20140222521A1 (en) * 2013-02-07 2014-08-07 Ibms, Llc Intelligent management and compliance verification in distributed work flow environments
US20140222522A1 (en) * 2013-02-07 2014-08-07 Ibms, Llc Intelligent management and compliance verification in distributed work flow environments

Also Published As

Publication number Publication date
DE112015002837T5 (en) 2017-03-09
WO2015193285A1 (en) 2015-12-23
US20150363706A1 (en) 2015-12-17

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