Accurate Corner Detection Methods using Two Step Approach

Dr.Nitin Bhatia; Megha Chhabra

Accurate Corner Detection Methods using Two Step Approach

Dr.Nitin Bhatia * §

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Megha Chhabra ‡

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§ DAV College

‡ Sharda University

Accurate Corner Detection Methods using Two Step Approach

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Abstract

Many image features are proved to be good candidates for recognition. Among them are edges, lines, corners, junctions or interest points in general. Importance of corner detection in digital images is increasing with increasing work in computer vision in imagery. One of the most promising techniques is the one based on Harris corner detection method. This work describes different approaches to detect corner in efficient way. Based on the works carried out by Harris method, the authors have worked upon increasing efficiency using edge detection methods on image, along with applying the Harris on this pre-processed image. Most of the time, such a step is performed as one of the first steps upon which more complicated algorithm rely. Hence, good outcome of such an operation influences the whole vision channel. This paper contains a quantitative comparison of three such modified techniques using Sobel-Harris, Canny-Harris and Laplace-Harris with Harris operator on the basis of distances computed by these methods from user detected corners.

References

11 Cites in Article

Reference Format

1. L Alvarez,C Cuenca,L Mazorra (2001). Morphological Corner Detection. Application to Camera Calibration. IASTED International Conference on Signal Processing, Pattern Recognition & Applications
2. Xi Li,Weiming Hu,Zhongfei Zhang (2007). Corner Detection of Contour Images using Spectral Clustering. 2007 IEEE International Conference on Image Processing, III - 37-III - 40.
3. Kil-Jae Lee,Zeungnam Bien (1996). A gray-level corner detector using fuzzy logic. Pattern Recognition Letters, 17(9), 939-950.
4. U Seeger,R Seeger (1994). Fast corner detection in grey-level images. Pattern Recognition Letters, 15(7), 669-675.
5. S Smith,J Brady (2001). SUSAN-A New Approach to Low Level Image Processing. International Journal of Computer Vision, 23(1), 45-78.
6. M Wang,W Wu,L Huang,D Wang (1995). Corner detection using bending ©2011 Global Journals Inc. (US) value. Pattern Recognition Letters, 16(6), 575-583.
7. Rachid Deriche,Gerard Giraudon (1993). A computational approach for corner and vertex detection. International Journal of Computer Vision, 10(2), 101-124.
8. M Trajkovi,M Hedley (1998). Fast corner detection. Image and Vision Computing, 16(2), 75-87.
9. H Freeman,L Davis (2006). A Corner-Finding Algorithm for Chain-Coded Curves. IEEE Transactions on Computers
10. H Ryu,J Lee,E Hwang,L Jing,H Lee,W Choi (2007). A new corner detection method of gray-level image using Hessian matrix. Global Journal of Computer Science and Technology
11. M Lyons,S Akamatsu,M Kamachi,J Gyoba (1998). Coding facial expressions with Gabor wavelets. Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition, 200-205.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr.Nitin Bhatia, Megha Chhabra. . "Accurate Corner Detection Methods using Two Step Approach". Global Journal of Computer Science and Technology GJCST Volume 11 (GJCST Volume 11 Issue 6).

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GJCST Volume 11 Issue 6

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

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Classification

GJCST Classification I.4.6

Submission ReceivedFebruary 10, 2011
Peer Review Double Blind
Handling Editor
Accepted March 6, 2011
Published April 17, 2011

Version of record

v1.2

Issue date

April 17, 2011

Language

English

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Article Matrices

Total Score: 147

Country: India

Subject: Global Journal of Computer Science and Technology

Authors: Dr.Nitin Bhatia, Megha Chhabra (PhD/Dr. count: 1)

View Count (all-time): 285

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Publish Date: 2011 03, Thu

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Total Views: 8.5K

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