International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 114

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


Performance Comparison of Different Feature Detection Methods with Gabor Filter

Harpreet Kaur [16] | 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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How to Cite this Article?

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

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