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Research Paper | Computer Science & Engineering | India | Volume 3 Issue 5, May 2014 | Popularity: 6.6 / 10
Performance Comparison of Different Feature Detection Methods with Gabor Filter
Harpreet Kaur, Dr. Lakhwinder Kaur
Abstract: This paper compares the performance of different edge detection methods like Sobel; Prewitt; Roberts; Canny; Laplacian; Laplacian of Gaussian with Gabor filter on number of images. It has been concluded that in case of natural images a Gabor filter yields better results than other operators but in case of medical images like CT; PET; MRI; the Canny operator shows better results as it provides fine details of an image.
Keywords: Feature extraction, Sobel, Roberts, Prewitt, Canny, Laplacian, Laplacian of Gaussian, Gabor filter
Edition: Volume 3 Issue 5, May 2014
Pages: 1879 - 1886
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