i LPR: an Indian license plate recognition system

Verfasser / Beitragende:
[Satadal Saha, Subhadip Basu, Mita Nasipuri]
Ort, Verlag, Jahr:
2015
Enthalten in:
Multimedia Tools and Applications, 74/23(2015-12-01), 10621-10656
Format:
Artikel (online)
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024 7 0 |a 10.1007/s11042-014-2196-7  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s11042-014-2196-7 
245 0 0 |a i LPR: an Indian license plate recognition system  |h [Elektronische Daten]  |c [Satadal Saha, Subhadip Basu, Mita Nasipuri] 
520 3 |a One of the major concerns of Integrated Traffic Management System (ITMS) in India is the identification of vehicles violating the stop-line at a road crossing. A large number of Indian vehicles do not stop at the designated stop-line and pose serious threat to the pedestrians crossing the roads. The current work reports the technicalities of the i $$ i $$ LPR (Indian License Plate Recognition) system implemented at five busy road-junctions in one populous metro city in India. The designed system is capable of localizing single line and two-line license plates of various sizes and shapes, recognizing characters of standard/ non-standard fonts and performing seamlessly in varying weather conditions. The performance of the system is evaluated with a large database of images for different environmental conditions. We have published a limited database of Indian vehicle images in http://code.google.com/p/cmaterdb/ for non-commercial use by fellow researchers. Despite unparallel complexity in the Indian city-traffic scenario, we have achieved around 92% plate localization accuracy and 92.75% plate level recognition accuracy over the localized vehicle images. 
540 |a Springer Science+Business Media New York, 2014 
690 7 |a License plate localization  |2 nationallicence 
690 7 |a Character segmentation  |2 nationallicence 
690 7 |a Character recognition  |2 nationallicence 
690 7 |a QTLR  |2 nationallicence 
690 7 |a Hough transform  |2 nationallicence 
700 1 |a Saha  |D Satadal  |u ECE Department, MCKV Institute of Engineering, 243, G. T. Road (N), 711204, Howrah, Liluah, India  |4 aut 
700 1 |a Basu  |D Subhadip  |u CSE Department, Jadavpur University, Kolkata, Jadavpur, India  |4 aut 
700 1 |a Nasipuri  |D Mita  |u CSE Department, Jadavpur University, Kolkata, Jadavpur, India  |4 aut 
773 0 |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/23(2015-12-01), 10621-10656  |x 1380-7501  |q 74:23<10621  |1 2015  |2 74  |o 11042 
856 4 0 |u https://doi.org/10.1007/s11042-014-2196-7  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s11042-014-2196-7  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Saha  |D Satadal  |u ECE Department, MCKV Institute of Engineering, 243, G. T. Road (N), 711204, Howrah, Liluah, India  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Basu  |D Subhadip  |u CSE Department, Jadavpur University, Kolkata, Jadavpur, India  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Nasipuri  |D Mita  |u CSE Department, Jadavpur University, Kolkata, Jadavpur, India  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Multimedia Tools and Applications  |d Springer US; http://www.springer-ny.com  |g 74/23(2015-12-01), 10621-10656  |x 1380-7501  |q 74:23<10621  |1 2015  |2 74  |o 11042