Image Enhancement Using Recursive Adaptive Gamma Correction
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 12
Abstract
The “Adaptive Approach for Historical or Degraded Document Binarization” is that in which Libraries and Museums obtain in large gathering of ancient historical documents printed or handwritten in native languages. Typically, only a small group of people are allowed access to such collection, as the preservation of the material is of great concern. In recent years, libraries have begun to digitize historical document that are of interest to a wide range of people, with the goal of preserving the content and making the documents available via electronic media. But for historical documents suffering from degradation due to damaged background, stained paper, holes and other factors, the recognition results drop appreciably. These recognition results can be improved using binarization technique. Binarization technique can differentiate text from background. The simplest way to get an image binarized is to choose a threshold value, and organize all pixels with values greater than this threshold as white, and every other pixels as black. The problem arises, how to select the correct threshold. The selection of threshold is performed by two methods: Global, Local. Our main focus is to effectively binarize the document images suffering from strain & smear, uneven backround, holes & spot and various illumination effect by applying Adaptive Binarization Techniques. Our objectives is to Study various Traditional Binarization Techniques and to develop a hybrid binarization technique which will be more efficient than traditional techniques in term of noise suppression, text extraction and enhance the document to make it better for readability & automatic Document analysis. Result is analyzed and obtains which conclude that.
Authors and Affiliations
Gurjeevan Kaur, Er. Jashanpreet Kaur
Keywords
Related Articles
- EP ID EP22963
- DOI -
- Views 255
- Downloads 5
Analysis of Switched Boost Inverter for Induction Machine Drive Application
Recently, developments in power electronics and semiconductor technology have lead improvements in power electronic systems. The Switched Boost Inverter is a single stage dc-ac converter, whose output voltage can be eit...
Design of Low Pass Fir Filter Using Parzen And Nuttall Window Technique
Since from the beginning in the field of dsp the research and development has led to the enormous success. Basically the main role of the filter is to improvise the quality of the signal. In this research paper the effi...
Automation of VFD Based Sugarcane Crusher with PLC and SCADA Control
Three phase induction motors are widely used motor in sugar industry because of its simple maintenance. In recent years, Variable Frequency Drive is used to change the rotating direction and speed of three phase inducti...
AVR Micro-Controller Based Embedded Weather Monitoring System
Weather information plays significant role in agriculture as well as in green house projects. So monitoring of weather parameter is very essential. The present system is designed to monitor weather parameters like tempe...
Design and Simulation of Sixth order parallel coupled line band pass Chebyshev filter
The aim of this paper is to simulate sixth order 16.5 Ghz parallel coupled line Chebyshev band pass filter with 0.1db ripple. Simple simulation study and calculation are presented with RT duroid 5880 substrate. Element...