Vehicle License Plates Detection Algorithms Based on Visual Salience Attention Mechanisms

被引:1
|
作者
Chen, Zhen-Xue [1 ]
Liu, Cheng-Yun [1 ]
Chang, Fa-Liang [1 ]
Liu, Chun-Sheng [1 ]
机构
[1] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
关键词
ITS (Intelligent Transport System); Vehicle license plate location; Feature selection; Feature fusion; Visual Salience; RECOGNITION; LOCATION;
D O I
10.1109/WCICA.2010.5554420
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper presents a method for locating vehicle license plates using feature salience fusions. Feature salience is used to select target features based on minimum probability of error. In order to fuse these salient features, the Dempster Shafer evidence theory is used, Finally, this method gives the final location of the license plates, The method offers robustness when dealing with noisy, Experimental results indicate that the proposed method work. well with real-world situations.
引用
收藏
页码:6195 / 6198
页数:4
相关论文
共 50 条
  • [1] Automatic License Plate Detection System for Myanmar Vehicle License Plates
    Aung, Khin Pa Pa
    Nwe, Khin Htar
    Yoshitaka, Atsuo
    [J]. 2019 INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION TECHNOLOGIES (ICAIT), 2019, : 132 - 136
  • [2] DETECTION AND RECOGNITION OF VEHICLE LICENSE PLATES USING TEMPLATE MATCHING, GENETIC ALGORITHMS AND NEURAL NETWORKS
    Karungaru, Stephen
    Fukumi, Minoru
    Akamatsu, Norio
    Akashi, Takuya
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (07): : 1975 - 1985
  • [3] Analysis and implementation of vehicle license plates detection and recognition tool
    Valdiviezo Saul, Maldonado
    Santacruz Eduardo, Vazquez
    [J]. 2023 12TH INTERNATIONAL CONFERENCE ON SOFTWARE PROCESS IMPROVEMENT, CIMPS 2023, 2023, : 141 - 150
  • [4] Salience-based progression of visual attention
    Michael, George A.
    Galvez-Garcia, German
    [J]. BEHAVIOURAL BRAIN RESEARCH, 2011, 224 (01) : 87 - 99
  • [5] Recognition of Vehicle License Plates Based on Image Processing
    Kim, Tae-Gu
    Yun, Byoung-Ju
    Kim, Tae-Hun
    Lee, Jae-Young
    Park, Kil-Houm
    Jeong, Yoosoo
    Kim, Hyun Deok
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (14):
  • [6] Vehicle license plate recognition using visual attention model and deep learning
    Zang, Di
    Chai, Zhenliang
    Zhang, Junqi
    Zhang, Dongdong
    Cheng, Jiujun
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2015, 24 (03)
  • [7] Analysis of OCR based detection of vehicle license plates with implementation on ARM based embedded model A Prototype model
    Patil, Ashwini Ashok
    Ruikar, Sachin D.
    Shinde, Abhijit S.
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION, CONTROL AND AUTOMATION (ICCUBEA), 2017,
  • [8] Multiframe Superresolution of Vehicle License Plates Based on Distribution Estimation Approach
    Jin, Renchao
    Zhao, Shengrong
    Xu, Xiangyang
    Song, Enmin
    [J]. JOURNAL OF CONTROL SCIENCE AND ENGINEERING, 2016, 2016
  • [9] A novel texture-based algorithm for localizing vehicle license plates
    LRIT, Unité associée au CNRST, URAC 29, FSR, Université Mohammed V Agdal, Rabat, Morocco
    不详
    不详
    [J]. J. Theor. Appl. Inf. Technol., 1 (27-32):
  • [10] Salience-based progression of visual attention: Time course
    Couffe, C.
    Mizzi, R.
    Michael, G. A.
    [J]. PSYCHOLOGIE FRANCAISE, 2016, 61 (03): : 163 - 175