SG11201704076YA - Method and device for traffic sign recognition - Google Patents
Method and device for traffic sign recognitionInfo
- 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
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/20—Analysis of motion
- G06T7/246—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
-
- 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
- G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
- G06V20/58—Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads
- G06V20/582—Recognition 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/43—Querying
- G06F16/432—Query formulation
- G06F16/434—Query formulation using image data, e.g. images, photos, pictures taken by a user
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
- G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
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)
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)
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 |
-
2015
- 2015-11-18 SG SG11201704076YA patent/SG11201704076YA/en unknown
- 2015-11-18 WO PCT/SG2015/050458 patent/WO2016080913A1/en active Application Filing
- 2015-11-18 US US15/527,833 patent/US10332266B2/en not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
---|---|
WO2016080913A1 (en) | 2016-05-26 |
US20170323452A1 (en) | 2017-11-09 |
US10332266B2 (en) | 2019-06-25 |
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