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| Improving Morphology Operation for 2D Hole Filling Algorithm
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Full
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Source |
International Journal of Image Processing (IJIP) |
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Table of Contents |
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Download
Complete Issue PDF(2.27MB) |
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Volume: 6 Issue: 1 |
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Pages: NULL |
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Publication
Date: February 2012 |
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ISSN
(Online): 1985-2304 |
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Pages |
1 - 12 |
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Author(s) |
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Published
Date |
21-02-2012 |
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Publisher |
CSC
Journals, Kuala Lumpur,
Malaysia |
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ADDITIONAL
INFORMATION |
| Keywords Abstract References Cited by Related Articles Collaborative
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KEYWORDS: Morphology Operation, Dialation Morphology, Object Filling, 2D Object Filling, Object Holes, Noise Removal |
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| object detection may result with some noises, the correct detecting of such object plays a major role for later recognition steps, the interior noise of the object must be removed, the morphological operations are used successfully for this purpose, these morphological operations are applied for 2D holes filling using dilation operation, in this paper we have enhanced this algorithm to get better and faster version that will reduce the processing time dramatically by using a dynamic marker, we have applied two kind of markers with different structuring elements but same size which is 3x3, the processing time is reduced and our algorithm reduced the processing time of the original algorithm down to one third, the results also enhanced since there are some cases missed by the extant version of morphological operations holes filling algorithm |
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| 1 |
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| 2 |
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E. Firestone. “An Exploration Of Hole Filling Algorithms”, M.Sc. Thesis, Faculty Of California Polytechnic State University, San Luis Obisp, 2008.
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| 4 |
Z. Aktouf, G. Bertrand, and L. Perroton. (2002, March). “A Three Dimensional Holes Closing Algorithm”, ELSEVIER Pattern Recognition Letters, Vol. 23 (5), 523–531. Available: 10.1016/S0167-8655(01)00152-0.
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E. Cohen , L. Tekumalla , and E. Cohen. ”A Hole-Filling Algorithm for Triangular Meshes”, School of Computing, University of Utah, USA, 2004.
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| 6 |
M. Dellepiane, A. Venturi, and R. Scopigno. (2011). ”Image guided reconstruction of unsampled data: a coherent filling for uncomplete Cultural Heritage models”, Springer Publication, International Journal of Computer Vision, USA, Vol. 94(1). Available: 10.1007/s11263-010-0382-2.
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M. Hasan, P. Mishra, “Connected Boundary RegionTracing for Object Hole Filling. ”International Conference on Advances in Engineering and Technology (ICAET 2011), Bhubaneswar, India, November 2011, pp.67-72.
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| 8 |
M. Droogenbroeck, and H. Talbot. (1996, December 30).”Fast Computationof Morphological Operations with Arbitrary Structuring Elements”, Pattern Recognition Letters Journal, USA, Vol. 17(14), 1451-1460. Available: 10.1016/S0167-8655(96)00113-4.
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X. Wu, M. Wang, and B. Han, “An Automatic Hole-Filling Algorithm for Polygon Meshes”, Computer-Aided Design and Applications, vol. 5( 6):889-899, 2008.
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C. Chen, K. Cheng, and H. Liao, ”A Sharpness Dependent Approach to 3D Polygon Mesh Hole Filling”, Proceedings of EuroGraphics, 2005, pp. 13-16.
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| 11 |
A. Kumar, A. Shih, Y. Ito, D. Ross, and B. Soni,”A Hole-filling Algorithm Using Non-uniform Rational B-splines”, Department of Mechanical Engineering, University of Alabama at Birmingham, Birmingham, AL, U.S.A., >2008.
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| 12 |
K. Oh, S. Yea,and Y. Ho,” Hole-Filling Method Using Depth Based In-Painting For View Synthesis in Free Viewpoint Television (FTV) and 3D Video”, IEEE 27th conference on Picture Coding Symposium, Chicago, IL, 2009, pp. 1-4.
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| 13 |
A. Brunton, S. Wuhrer, C. Shu, P. Bose, and E. Demaine. (2010) “Filling Holes in Triangular Meshes Using Digital Images by Curve Unfolding”, International Journal of Shape Modeling, Vol. 16(1-2), 151-171. Available: 10.1142/S0218654310001328.
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| 14 |
M. Wei, J. Wu, and M. Pang. (2010). “An Integrated Approach To Filling Holes In Meshes”, IEEE International Conference on Artificial Intelligence and Computational Intelligence, 2010, Vol.3, 306 – 310. Available: 10.1109/AICI.2010.302.
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| Mokhtar M. Hasan : Colleagues
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| Pramod K. Mishra : Colleagues
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