Design and Implementation of Real Time LPR System on a Fixed Point DSP

Waqas  Ahmad; Syed Ali Hassan; Muhammad Abeer Irfan; Abdul  Bais; Ghulam Mubashir Hassan; Syed Aamir Ali Shah; Khawaja Muhammad Yahya

Design and Implementation of Real Time LPR System on a Fixed Point DSP

Waqas Ahmad, Syed Ali Hassan, Muhammad Abeer Irfan, Abdul Bais, Ghulam Mubashir Hassan, Syed Aamir Ali Shah, Khawaja Muhammad Yahya

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper presents a smart and simple algorithm
for vehicle’s license plate recognition system. The proposed algo-
rithm consists of three major parts namely detection of license
plate from an image, segmentation and recognition of characters.
For detection of the license plate, a memory and speed proficient
algorithm has been proposed. After detection, statistical based
template matching is used for recognition of characters on the
plate. The performance of the proposed algorithm is tested on
real images. Experimental results illustrate that the proposed
algorithm demonstrates enhanced performance in car license
plate recognition.

Original language	English (Ireland)
Title of host publication	Design and Implementation of Real Time LPR System on a Fixed Point DSP
Publisher	IEEE
Pages	159-163
Publication status	Published - 18 Oct 2010
Externally published	Yes

Cite this

@inproceedings{e2e11709d048433a9c4068e982baee48,

title = "Design and Implementation of Real Time LPR System on a Fixed Point DSP",

abstract = "This paper presents a smart and simple algorithm for vehicle{\textquoteright}s license plate recognition system. The proposed algo- rithm consists of three major parts namely detection of license plate from an image, segmentation and recognition of characters. For detection of the license plate, a memory and speed proficient algorithm has been proposed. After detection, statistical based template matching is used for recognition of characters on the plate. The performance of the proposed algorithm is tested on real images. Experimental results illustrate that the proposed algorithm demonstrates enhanced performance in car license plate recognition.",

author = "Waqas Ahmad and Hassan, \{Syed Ali\} and Irfan, \{Muhammad Abeer\} and Abdul Bais and Hassan, \{Ghulam Mubashir\} and Shah, \{Syed Aamir Ali\} and Yahya, \{Khawaja Muhammad\}",

year = "2010",

month = oct,

day = "18",

language = "English (Ireland)",

pages = "159--163",

booktitle = "Design and Implementation of Real Time LPR System on a Fixed Point DSP",

publisher = "IEEE",

}

TY - GEN

T1 - Design and Implementation of Real Time LPR System on a Fixed Point DSP

AU - Ahmad, Waqas

AU - Hassan, Syed Ali

AU - Irfan, Muhammad Abeer

AU - Bais, Abdul

AU - Hassan, Ghulam Mubashir

AU - Shah, Syed Aamir Ali

AU - Yahya, Khawaja Muhammad

PY - 2010/10/18

Y1 - 2010/10/18

N2 - This paper presents a smart and simple algorithm for vehicle’s license plate recognition system. The proposed algo- rithm consists of three major parts namely detection of license plate from an image, segmentation and recognition of characters. For detection of the license plate, a memory and speed proficient algorithm has been proposed. After detection, statistical based template matching is used for recognition of characters on the plate. The performance of the proposed algorithm is tested on real images. Experimental results illustrate that the proposed algorithm demonstrates enhanced performance in car license plate recognition.

AB - This paper presents a smart and simple algorithm for vehicle’s license plate recognition system. The proposed algo- rithm consists of three major parts namely detection of license plate from an image, segmentation and recognition of characters. For detection of the license plate, a memory and speed proficient algorithm has been proposed. After detection, statistical based template matching is used for recognition of characters on the plate. The performance of the proposed algorithm is tested on real images. Experimental results illustrate that the proposed algorithm demonstrates enhanced performance in car license plate recognition.

M3 - Conference contribution

SP - 159

EP - 163

BT - Design and Implementation of Real Time LPR System on a Fixed Point DSP

PB - IEEE

ER -

Design and Implementation of Real Time LPR System on a Fixed Point DSP

Abstract

Fingerprint

Cite this