SG11201704076YA - Method and device for traffic sign recognition - Google Patents

Method and device for traffic sign recognition

Info

Publication number
SG11201704076YA
SG11201704076YA SG11201704076YA SG11201704076YA SG11201704076YA SG 11201704076Y A SG11201704076Y A SG 11201704076YA SG 11201704076Y A SG11201704076Y A SG 11201704076YA SG 11201704076Y A SG11201704076Y A SG 11201704076YA SG 11201704076Y A SG11201704076Y A SG 11201704076YA
Authority
SG
Singapore
Prior art keywords
traffic sign
sign recognition
recognition
traffic
sign
Prior art date
Application number
SG11201704076YA
Inventor
Tao Chen
Shijian Lu
Original Assignee
Agency Science Tech & Res
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 Agency Science Tech & Res filed Critical Agency Science Tech & Res
Publication of SG11201704076YA publication Critical patent/SG11201704076YA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/246Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/56Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G06V20/58Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads
    • G06V20/582Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads of traffic signs
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/40Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
    • G06F16/43Querying
    • G06F16/432Query formulation
    • G06F16/434Query formulation using image data, e.g. images, photos, pictures taken by a user
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/18Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
SG11201704076YA 2014-11-18 2015-11-18 Method and device for traffic sign recognition SG11201704076YA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
SG10201407715T 2014-11-18
PCT/SG2015/050458 WO2016080913A1 (en) 2014-11-18 2015-11-18 Method and device for traffic sign recognition

Publications (1)

Publication Number Publication Date
SG11201704076YA true SG11201704076YA (en) 2017-06-29

Family

ID=56014301

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201704076YA SG11201704076YA (en) 2014-11-18 2015-11-18 Method and device for traffic sign recognition

Country Status (3)

Country Link
US (1) US10332266B2 (en)
SG (1) SG11201704076YA (en)
WO (1) WO2016080913A1 (en)

Families Citing this family (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101843774B1 (en) * 2016-05-18 2018-03-30 엘지전자 주식회사 Driver assistance apparatus and Vehicle
CN106204800B (en) * 2016-07-06 2018-08-07 福州瑞芯微电子股份有限公司 The method, apparatus and automobile data recorder that automatic traffic landmark identification is reminded
CN106934374B (en) * 2017-03-14 2020-05-26 潍坊学院 Method and system for identifying traffic signboard in haze scene
CN106919939B (en) * 2017-03-14 2019-11-22 潍坊学院 A kind of traffic signboard tracks and identifies method and system
US10185880B2 (en) * 2017-03-31 2019-01-22 Here Global B.V. Method and apparatus for augmenting a training data set
DE102017207319A1 (en) * 2017-05-02 2018-11-08 Conti Temic Microelectronic Gmbh Device and method for traffic sign recognition
CN107330365A (en) * 2017-05-27 2017-11-07 深圳市美好幸福生活安全系统有限公司 Traffic sign recognition method based on maximum stable extremal region and SVM
KR101834778B1 (en) * 2017-05-30 2018-03-07 만도헬라일렉트로닉스(주) Apparatus for recognizing traffic sign and method thereof
CN109308480A (en) * 2017-07-27 2019-02-05 高德软件有限公司 A kind of image classification method and device
CN107886539B (en) * 2017-10-19 2021-05-14 昆明理工大学 High-precision gear visual detection method in industrial scene
CN107909059A (en) * 2017-11-30 2018-04-13 中南大学 It is a kind of towards cooperateing with complicated City scenarios the traffic mark board of bionical vision to detect and recognition methods
CN108154102B (en) * 2017-12-21 2021-12-10 安徽师范大学 Road traffic sign identification method
CN108256467B (en) * 2018-01-15 2020-06-05 河北科技大学 Traffic sign detection method based on visual attention mechanism and geometric features
CN110390224B (en) * 2018-04-16 2021-06-25 阿里巴巴(中国)有限公司 Traffic sign recognition method and device
US10928828B2 (en) * 2018-12-14 2021-02-23 Waymo Llc Detecting unfamiliar signs
US11113838B2 (en) * 2019-03-26 2021-09-07 Nec Corporation Deep learning based tattoo detection system with optimized data labeling for offline and real-time processing
CN109948582B (en) * 2019-03-28 2021-03-02 湖南大学 Intelligent vehicle reverse running detection method based on tracking trajectory analysis
CN110135301B (en) * 2019-04-30 2022-02-22 百度在线网络技术(北京)有限公司 Traffic sign recognition method, device, equipment and computer readable medium
CN112446915B (en) * 2019-08-28 2024-03-29 北京初速度科技有限公司 Picture construction method and device based on image group
CN110706225B (en) * 2019-10-14 2020-09-04 山东省肿瘤防治研究院(山东省肿瘤医院) Tumor identification system based on artificial intelligence
CN111191608B (en) * 2019-12-30 2023-04-18 浙江工业大学 Improved traffic sign detection and identification method based on YOLOv3
US11783587B2 (en) * 2020-03-04 2023-10-10 Nec Corporation Deep learning tattoo match system based
CN112115777A (en) * 2020-08-10 2020-12-22 杭州优行科技有限公司 Method, device and equipment for detecting and identifying traffic sign categories
CN112464911A (en) * 2020-12-21 2021-03-09 青岛科技大学 Improved YOLOv 3-tiny-based traffic sign detection and identification method
CN113395331B (en) * 2021-05-25 2022-03-15 郑州信大捷安信息技术股份有限公司 Safety traffic sign error surveying method and system based on Internet of vehicles
US11887379B2 (en) * 2021-08-17 2024-01-30 Robert Bosch Gmbh Road sign content prediction and search in smart data management for training machine learning model
CN113793279B (en) * 2021-09-14 2022-11-08 东南大学 Data enhancement method for traffic sign target detection field

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7783403B2 (en) * 1994-05-23 2010-08-24 Automotive Technologies International, Inc. System and method for preventing vehicular accidents
US7466841B2 (en) * 2004-08-16 2008-12-16 Siemens Corporate Research, Inc. Method for traffic sign detection
US7848566B2 (en) * 2004-10-22 2010-12-07 Carnegie Mellon University Object recognizer and detector for two-dimensional images using bayesian network based classifier
JP5016541B2 (en) * 2008-04-01 2012-09-05 富士フイルム株式会社 Image processing apparatus and method, and program
US8041080B2 (en) * 2009-03-31 2011-10-18 Mitsubi Electric Research Laboratories, Inc. Method for recognizing traffic signs
US8509526B2 (en) * 2010-04-13 2013-08-13 International Business Machines Corporation Detection of objects in digital images
JP5916134B2 (en) * 2010-11-29 2016-05-11 国立大学法人九州工業大学 Object detection method and object detection apparatus using the method
CN102682287B (en) * 2012-04-17 2014-02-26 电子科技大学 Pedestrian detection method based on saliency information
US9195914B2 (en) * 2012-09-05 2015-11-24 Google Inc. Construction zone sign detection
JP5413501B1 (en) * 2012-12-07 2014-02-12 富士ゼロックス株式会社 Image processing apparatus, image processing system, and program
US9092696B2 (en) * 2013-03-26 2015-07-28 Hewlett-Packard Development Company, L.P. Image sign classifier
US9245191B2 (en) * 2013-09-05 2016-01-26 Ebay, Inc. System and method for scene text recognition
US9299004B2 (en) * 2013-10-24 2016-03-29 Adobe Systems Incorporated Image foreground detection
KR101596299B1 (en) * 2014-01-06 2016-02-22 현대모비스 주식회사 Apparatus and Method for recognizing traffic sign board
KR101912914B1 (en) * 2014-01-17 2018-10-29 주식회사 만도 Method and system for recognition of speed limit sign using front camera
JP6024679B2 (en) * 2014-02-03 2016-11-16 株式会社デンソー Sign recognition device
US9779314B1 (en) * 2014-08-21 2017-10-03 Waymo Llc Vision-based detection and classification of traffic lights
US9665802B2 (en) * 2014-11-13 2017-05-30 Nec Corporation Object-centric fine-grained image classification

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Publication number Publication date
WO2016080913A1 (en) 2016-05-26
US20170323452A1 (en) 2017-11-09
US10332266B2 (en) 2019-06-25

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