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Hybrid Approach Using Bilateral Filter and Set Theory for Enhancement of Degraded Historical Document Image


Affiliations
1 Department of ISE, PESIT, Bangalore, Karnataka, India
2 Department of CSE, PESSE, Bangalore, Karnataka, India
3 Department of ECE, PESIT, Bangalore, Karnataka, India
     

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Historical documents play vital role in understanding our past. As these documents carry valuable information, preservation of such documents in proper format and state is a major challenge for us. Digitization is the one of the better method to preserve these documents for longer duration. Image processing techniques can be utilized to preprocess the image to enhance the images which are degraded in nature. One of the image processing techniques, preprocessing is the vital step in enhancing the degraded noisy images. In this paper a combination of bilateral filter along with set theory operations are used to enhance the historical document image. The bilateral filter is non linear filter which smoothes the image without smoothing the edges. The proposed method eliminates noise, uneven background and enhances the contrast of the script image. The result of the proposed method is compared with Mean, and Gaussian filter and are better than these methods. Performance of the proposed method is measured using Peak Signal Noise Ratio.

Keywords

Bilateral Filter, Contrast Enhancement, Denoising, Degraded Document, Historical, Spatial Domain.
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  • Hybrid Approach Using Bilateral Filter and Set Theory for Enhancement of Degraded Historical Document Image

Abstract Views: 155  |  PDF Views: 2

Authors

B. Gangamma
Department of ISE, PESIT, Bangalore, Karnataka, India
K. Srikanta Murthy
Department of CSE, PESSE, Bangalore, Karnataka, India
Arun Vikas Singh
Department of ECE, PESIT, Bangalore, Karnataka, India

Abstract


Historical documents play vital role in understanding our past. As these documents carry valuable information, preservation of such documents in proper format and state is a major challenge for us. Digitization is the one of the better method to preserve these documents for longer duration. Image processing techniques can be utilized to preprocess the image to enhance the images which are degraded in nature. One of the image processing techniques, preprocessing is the vital step in enhancing the degraded noisy images. In this paper a combination of bilateral filter along with set theory operations are used to enhance the historical document image. The bilateral filter is non linear filter which smoothes the image without smoothing the edges. The proposed method eliminates noise, uneven background and enhances the contrast of the script image. The result of the proposed method is compared with Mean, and Gaussian filter and are better than these methods. Performance of the proposed method is measured using Peak Signal Noise Ratio.

Keywords


Bilateral Filter, Contrast Enhancement, Denoising, Degraded Document, Historical, Spatial Domain.