SG10201906401VA - Object recognition system and method using simulated object images - Google Patents

Object recognition system and method using simulated object images

Info

Publication number
SG10201906401VA
SG10201906401VA SG10201906401VA SG10201906401VA SG10201906401VA SG 10201906401V A SG10201906401V A SG 10201906401VA SG 10201906401V A SG10201906401V A SG 10201906401VA SG 10201906401V A SG10201906401V A SG 10201906401VA SG 10201906401V A SG10201906401V A SG 10201906401VA
Authority
SG
Singapore
Prior art keywords
recognition system
simulated
images
object recognition
object images
Prior art date
Application number
SG10201906401VA
Inventor
CHEN Yu-Ta
LIANG Feng-Ming
Jheng Jing-Hong
Original Assignee
Delta Electronics Inc
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 Delta Electronics Inc filed Critical Delta Electronics Inc
Publication of SG10201906401VA publication Critical patent/SG10201906401VA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • 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
    • G06V20/584—Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads of vehicle lights or traffic lights
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19147—Obtaining sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/19167—Active pattern learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
    • G06V20/625—License plates
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
SG10201906401VA 2018-11-22 2019-07-10 Object recognition system and method using simulated object images SG10201906401VA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811399155.1A CN111209783A (en) 2018-11-22 2018-11-22 Object recognition system using simulated object image and method thereof

Publications (1)

Publication Number Publication Date
SG10201906401VA true SG10201906401VA (en) 2020-06-29

Family

ID=67513427

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10201906401VA SG10201906401VA (en) 2018-11-22 2019-07-10 Object recognition system and method using simulated object images

Country Status (4)

Country Link
US (1) US20200167609A1 (en)
EP (1) EP3657390A1 (en)
CN (1) CN111209783A (en)
SG (1) SG10201906401VA (en)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109190504B (en) * 2018-08-10 2020-12-22 百度在线网络技术（北京）有限公司 Automobile image data processing method and device and readable storage medium
JP6843362B1 (en) * 2020-05-29 2021-03-17 ニューラルポケット株式会社 Information processing system, information processing device, terminal device, server device, program, or method
CN111832568B (en) * 2020-06-12 2024-01-12 北京百度网讯科技有限公司 License plate recognition method, training method and device of license plate recognition model
CN112116687A (en) * 2020-09-30 2020-12-22 上海商米科技集团股份有限公司 License plate identification method based on virtual license plate and oriented to mobile terminal deployment

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8588470B2 (en) * 2011-11-18 2013-11-19 Xerox Corporation Methods and systems for improved license plate signature matching by similarity learning on synthetic images
US9501707B2 (en) * 2015-04-16 2016-11-22 Xerox Corporation Method and system for bootstrapping an OCR engine for license plate recognition
CN108090400B (en) * 2016-11-23 2021-08-24 中移（杭州）信息技术有限公司 Image text recognition method and device
US10049308B1 (en) * 2017-02-21 2018-08-14 A9.Com, Inc. Synthesizing training data
US10229347B2 (en) * 2017-05-14 2019-03-12 International Business Machines Corporation Systems and methods for identifying a target object in an image
CN108268871A (en) * 2018-02-01 2018-07-10 武汉大学 A kind of licence plate recognition method end to end and system based on convolutional neural networks
CN108460414B (en) * 2018-02-27 2019-09-17 北京三快在线科技有限公司 Generation method, device and the electronic equipment of training sample image

Also Published As

Publication number Publication date
CN111209783A (en) 2020-05-29
US20200167609A1 (en) 2020-05-28
EP3657390A1 (en) 2020-05-27

Similar Documents

Publication Publication Date Title
GB2581907B (en) Image enhancement method and system
EP3695342A4 (en) Method and system for fingerprint image enhancement
GB201709672D0 (en) A system and computer-implemented method for segmenting an image
GB201812141D0 (en) Method and system for generating an image
GB201911284D0 (en) System and method for obtaining image content
IL273446B (en) Method and system for image content recognition
SG10201906401VA (en) Object recognition system and method using simulated object images
GB2579911B (en) Image enhancement system and method
SG11202008813PA (en) Image recognition system and method
EP3553739A4 (en) Image recognition system and image recognition method
EP3746940A4 (en) Apparatus and method for recognizing object in image
GB201713829D0 (en) Image data processing system and method
GB2571530B (en) An image processing method and an image processing system
SG10202003089VA (en) Object recognition system and object recognition method
SG11201808735TA (en) Image display system and method
GB2572677B (en) System and method
SG10202008401VA (en) Object recognition system and method
GB201907329D0 (en) Image acquistition system and method
GB2572386B (en) An image processing system and an image processing method
GB201720250D0 (en) System and method for generating training images
GB201800340D0 (en) Imaging system and method
EP3608872A4 (en) Image segmentation method and system
SG11202100067QA (en) Real time interaction processing system and method
GB201902757D0 (en) Imaging system and method
GB201809582D0 (en) System and method