This paper is published in Volume-4, Issue-6, 2018
Area
DIP
Author
Rajesh Kumar
Co-authors
Pankaj Sharma, Puneet Jain
Org/Univ
Adesh Institute of Engineering and Technology, Faridkot, Punjab, India
Pub. Date
17 November, 2018
Paper ID
V4I6-1201
Publisher
Keywords
Image de-noising, Pixel recovery, Segmentation, Image enhancement

Citationsacebook

IEEE
Rajesh Kumar, Pankaj Sharma, Puneet Jain. Hybrid technique to enhance image for better image segmentation, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.

APA
Rajesh Kumar, Pankaj Sharma, Puneet Jain (2018). Hybrid technique to enhance image for better image segmentation. International Journal of Advance Research, Ideas and Innovations in Technology, 4(6) www.IJARIIT.com.

MLA
Rajesh Kumar, Pankaj Sharma, Puneet Jain. "Hybrid technique to enhance image for better image segmentation." International Journal of Advance Research, Ideas and Innovations in Technology 4.6 (2018). www.IJARIIT.com.

Abstract

Segmentation is a technique to break the image into parts. But to get better segmentation there is a condition that image must be free from noise. To get image free from noise denoising model is used which remove the noise by producing the required pixel and also correct the incorrect pixel. Here image taken is an X-ray image, In this paper, the 3x3 matrix window is taken. In this window average of the pixel value is calculated. This algorithm rechecks the best fitness value of each pixel and makes appropriate changes. But due to Recovery, it needs some enhancement. So to get enhanced image enhancement technique is applied to enhance the image as an original image. Then the segmentation is applied to get a segmented image. The performance of the proposed model has been estimated under various experiments. The results are found improved for all of the dataset images on the basis of PSNR (peak signal to noise ratio) and SSIM (structural similarity) based parameters.
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