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

Share this Article

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), https://www.ijsr.net/search_index_results_paperid.php?id=20132200, Volume 3 Issue 5, May 2014, 1879 - 1886

73 PDF Views | 63 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Feature extraction'

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 627 - 632

LoG Feature Extraction Based Photographic Detection

Sujitha B Cherkottu, Smija Das

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 938 - 943

HCR Using K-Means Clustering Algorithm

Meha Mathur, Anil Saroliya

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1731 - 1734

A Survey on Multimodal Visual Search Methods

Seema Ranuji Ghule

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 927 - 931

A New Method for Video Shot Detection Using Visual Bag Using Corner Detector

Vindhya G. B, Dr. Jharna Majumdar

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1979 - 1982

Palm Vein Authentication: A Review

Gitanjali Sikka, Er. Vikas Wasson

Share this Article

Similar Articles with Keyword 'Sobel'

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 12, December 2016

Pages: 1962 - 1965

Modified Adaptive Contrast Based Degraded Document Image Binarization Technique

Sanooja Beegam M.A, Veena S Babu

Share this Article

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

Pages: 1879 - 1886

Performance Comparison of Different Feature Detection Methods with Gabor Filter

Harpreet Kaur, Dr. Lakhwinder Kaur

Share this Article

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

Pages: 1221 - 1225

Survey of PC Access for the Benefit of Autistic People Using Facial Emotions

J. Nevetha

Share this Article

Research Paper, Computer Science & Engineering, Burma, Volume 7 Issue 6, June 2018

Pages: 1707 - 1712

River and Sand Bank Regions Segmentation from Google Earth Imagery

Ei Moh Moh Aung, Thuzar Tint

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 2133 - 2137

A Review on Edge Detection Using Different Techniques

Rekha Rani, Shailja Kumari

Share this Article

Similar Articles with Keyword 'Roberts'

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

Pages: 1879 - 1886

Performance Comparison of Different Feature Detection Methods with Gabor Filter

Harpreet Kaur, Dr. Lakhwinder Kaur

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 2133 - 2137

A Review on Edge Detection Using Different Techniques

Rekha Rani, Shailja Kumari

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 745 - 753

An Approach of Detecting Discontinuities in Images

Rekha Rani; Shailja Kumari

Share this Article

Similar Articles with Keyword 'Prewitt'

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

Pages: 1879 - 1886

Performance Comparison of Different Feature Detection Methods with Gabor Filter

Harpreet Kaur, Dr. Lakhwinder Kaur

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 2133 - 2137

A Review on Edge Detection Using Different Techniques

Rekha Rani, Shailja Kumari

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 567 - 571

A New Edge Detection Method based on Max and Min Values of the Pixels

Muthanna Ali Saihood, G. Prathibha

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 745 - 753

An Approach of Detecting Discontinuities in Images

Rekha Rani; Shailja Kumari

Share this Article

Similar Articles with Keyword 'Canny'

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016

Pages: 1254 - 1257

A Literature Survey on Various Methods used for Metal Defects Detection Using Image Segmentation

M. H. Thasin Fouzia, Dr. K. Nirmala

Share this Article

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

Pages: 1879 - 1886

Performance Comparison of Different Feature Detection Methods with Gabor Filter

Harpreet Kaur, Dr. Lakhwinder Kaur

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1027 - 1031

Detection of Drowsy Driver?s through Eye State Analysis

Kusuma Kumari B.M

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1584 - 1590

Survey on Information Hiding Using Image Based Steganography and Cryptography

Priyanka Mehta, Jignesh Vania

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2164 - 2167

A Review on Conversion of Image to Text As Well As Speech Using Edge Detection and Image Segmentation

Mrunmayee Patil, Ramesh Kagalkar

Share this Article

Similar Articles with Keyword 'Laplacian'

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1726 - 1728

Improving Software Quality Using Two Stage Cost Sensitive Learning

Ann Joshua

Share this Article

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

Pages: 1879 - 1886

Performance Comparison of Different Feature Detection Methods with Gabor Filter

Harpreet Kaur, Dr. Lakhwinder Kaur

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 53 - 56

A Review on Efficient Method of Single Image Dehazing Centered on Multi-Scale Fusion

Neha Padole, Dr. Akhil Khare

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 2133 - 2137

A Review on Edge Detection Using Different Techniques

Rekha Rani, Shailja Kumari

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 868 - 870

A Network Identification Model on Open Social Network

Amina Beevi S

Share this Article

Similar Articles with Keyword 'Gabor filter'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2515 - 2518

Ameliorating Brain Image Segmentation Using Fuzzy Clustering Techniques

Sana Tak, Toran Verma

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1420 - 1423

An Automatic Approach Towards Coloring Videos Using Monochrome Texture Descriptor & Parallel Processing

Gauri R. Joshi, Mayur S. Burange

Share this Article

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

Pages: 1879 - 1886

Performance Comparison of Different Feature Detection Methods with Gabor Filter

Harpreet Kaur, Dr. Lakhwinder Kaur

Share this Article

Research Paper, Computer Science & Engineering, Nigeria, Volume 4 Issue 3, March 2015

Pages: 2384 - 2390

Performance Evaluation of Some Selected Feature Extraction Algorithms in Ear Biometrics

Afolabi Adeolu, Ademiluyi Desmond

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2318 - 2324

Facial Expression Recognition Using Facial Movement Features

Ruchi Chaurasia

Share this Article
Top