The week's pick
Random Articles
Reseach Article
FPGA based Histogram Equalization Technique to Recognize Characters in Handwritten Scriptures of Palm Leaves
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 84 - Number 1 |
| Year of Publication: 2013 |
| Authors: Prashanth B U V, P. Narahari Sastry, V. Rajesh |
10.5120/14541-2617
|
Prashanth B U V, P. Narahari Sastry, V. Rajesh . FPGA based Histogram Equalization Technique to Recognize Characters in Handwritten Scriptures of Palm Leaves. International Journal of Computer Applications. 84, 1 ( December 2013), 20-24. DOI=10.5120/14541-2617
Abstract
Multi-core processors play a vital role in the application such as image processing. In this manuscript the focus is made on such types of imaging applications where in which, the image processing is done on handwritten scriptures of palm leaves to study its mechanics of characters inscribed. Here in this paper the approach adopted is the digital image reconstruction with acquiring of the discrete projection image data. This manuscript highlights the important research directions which combine the image based analysis with exciting new developments in Field Programmable Gate Array (FPGA) which is based multi-core processor technology is utilized for image processing approaches. In the present research work we propose the method of FPGA based histogram equalization technique to recognize characters of Handwritten Scriptures in palm leaves in the form of discrete projections data . The FPGA used here is Virtex-4 the synthesis and analysis results are compared with the theoretical calculations.
References
- Surinta, O. and Chamchong, R. , 2008, in IFIP International Federation for Information Processing, Volume 288; Intelligent Information Processing IV; Zhongzhi Shi, E. Mercier-Laurent, D. Leake; (Boston: Springer), pp. 182–189.
- P N Sastry, Ramakrishnan Krishnan," A data acquisition and analysis system for palm leaf documents in Telugu DAR '12 Proceeding of the workshop on Document Analysis and Recognition, ACM New York, NY, USA ©2012.
- V. Aradhya, G. Hemantha Kumar, and S. Noushath. Robust unconstrained handwritten digit recognition using radon transform. In IEEE - ICSCN. , pages 626--629, 2007.
- Prashanth B. U. V. Article: Implementation of FIR Filter and FFT Systems on a STRATIX-III FPGA Processor. International Journal of Computer Applications 39(3):16-19, February 2012. Published by Foundation of Computer Science, New York, USA.
- Prashanth, B. U. V; Kumar, P. A. ; Sreenivaslu G. Article: Design & Implementation of floating point ALU on a FPGA Processor. The 2012 International Conference on Computing, Electronics and Electrical Technologies (ICCEET), 21-22 March 2012. Published in IEEE Xplore, DOI: 10. 1109/ICCEET. 2012. 6203790,Kum-arkoil, Kanyakumari, India.
Index Terms
Keywords