Car license plate extraction using color and edge information

被引：0
|
作者：
Xu, JF [1 ]
Li, SF [1 ]
Yu, MS [1 ]
机构：
[1] S China Univ Technol, Sch Comp Sci, Guangzhou 510640, Peoples R China
来源：
PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2004年
关键词：
license plate; Sobel edge detector; neural network; color classifier;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we propose a novel method for car license plate extraction from color images. First, the edge map is obtained by applying Sobel edge detector. Second, a neural network is used as a classifier to identify pixel color. Finally, candidate license plate regions are located by information of edge and color distributions. Experimental results show that the proposed method is fairly reliable and can result in only a small number of false alarms.
引用
收藏
页码：3904 / 3907
页数：4
相关论文
共 50 条
  • [41] A License Plate Recognition System with Robustness against Adverse Environmental Conditions Using Hopfield's Neural Network
    Rajebi, Saman
    Pedrammehr, Siamak
    Mohajerpoor, Reza
    AXIOMS, 2023, 12 (05)
  • [42] License Plate Recognition Using Three-Dimensional Rotated Character Recognition and Instance Segmentation by Deep Learning
    Sasaki, Tetsuro
    Morita, Kento
    Wakabayashi, Tetsushi
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2024, 28 (05) : 1178 - 1185
  • [43] A Vision-Based Machine Learning Method for Barrier Access Control Using Vehicle License Plate Authentication
    Islam, Kh Tohidul
    Raj, Ram Gopal
    Islam, Syed Mohammed Shamsul
    Wijewickrema, Sudanthi
    Hossain, Md Sazzad
    Razmovski, Tayla
    O'Leary, Stephen
    SENSORS, 2020, 20 (12) : 1 - 18
  • [44] Motorcycle and License Plate Detection using Fixed-Size Vertical Projection and Multi-Part Mean Analysis
    Phatanasrirat, Wiwat
    Phiphobmongkol, Suebskul
    2009 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND TECHNOLOGY, VOL II, PROCEEDINGS, 2009, : 43 - 47
  • [45] Shape from texture using neural network incorporating with edge information
    Tatsumi, S
    Okano, Y
    Kayanuma, T
    Hamada, N
    APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS IN IMAGE PROCESSING IV, 1999, 3647 : 144 - 153
  • [46] Technological information extraction of free form surfaces using neural networks
    Marjan Korosec
    Neural Computing and Applications, 2007, 16 : 453 - 463
  • [47] Technological information extraction of free form surfaces using neural networks
    Korosec, Marjan
    NEURAL COMPUTING & APPLICATIONS, 2007, 16 (4-5): : 453 - 463
  • [48] Information extraction and classification from free text using a neural approach
    Gallo, Ignazio
    Binagbi, Elisabetta
    PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS, 2007, 4756 : 921 - 929
  • [49] Real-Time License Plate Detection in High-Resolution Videos Using Fastest Available Cascade Classifier and Core Patterns
    Han, Byung-Gil
    Lee, Jong Taek
    Lim, Kil-Taek
    Chung, Yunsu
    ETRI JOURNAL, 2015, 37 (02) : 251 - 261
  • [50] Splicing Image Forgery Detection and Localization Based on Color Edge Inconsistency using Statistical Dispersion Measures
    Habibi, M.
    Hassanpour, H.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2021, 34 (02): : 443 - 451
12345