Performance Comparison of Different Feature Detection Methods with Gabor Filter
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Computer Science & Engineering | India | Volume 3 Issue 5, May 2014

Performance Comparison of Different Feature Detection Methods with Gabor Filter

Harpreet Kaur, Dr. Lakhwinder Kaur

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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Harpreet Kaur, Dr. Lakhwinder Kaur, "Performance Comparison of Different Feature Detection Methods with Gabor Filter", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=20132200, Volume 3 Issue 5, May 2014, 1879 - 1886

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