Hybridization of Thresholding Techniques for Grey and Color Image Segmentation |
Author(s): |
| Digvijay Patel , E.C. Department, Parul Institute of Engineering and Technology, Vadodara; Prof. Manish Pavar, E.C. Department, Parul Institute of Engineering and Technology, Vadodara |
Keywords: |
| HSI Color model, segmentation, Otsu‟s Thresholding |
Abstract |
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The work forms an image processing pipeline, consisting of noise reduction, feature extraction by image segmentation morphological operations to extract the region of interest. The work is based on the simultaneous use of segmentation and Thresholding. Thresholding technique gives a better performance in terms of accuracy and diagnosing the complete color image. Gray channel image segmentation were applied for each of the H, S and I channels separately to determine the suitable automatic threshold for each channel. After that, the new modified channels are integrated again to formulate a new color image. |
Other Details |
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Paper ID: IJSRDV1I12019 Published in: Volume : 1, Issue : 12 Publication Date: 01/03/2014 Page(s): 2582-2586 |
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