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2013 | OriginalPaper | Chapter

Efficient Object Recognition Method for Adjacent Circular-Shape Objects

Authors : Sung-Jong Eun, Taeg-Keun Whangbo

Published in: IT Convergence and Security 2012

Publisher: Springer Netherlands

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Abstract

The general object recognition method is based on the various area segmentation algorithms. However, there might be difficulties with segmenting the adjacent objects when their boundaries are not clear. In order to solve this problem, we propose an efficient method of dividing adjacent circular-shape objects into single object through three steps: detection of the region of interest (ROI), determination of the candidate segmentation points, and creation of a segmentation boundary. The simulation shows robust results of 6.5 % average difference ratio compared to the existing methods, even when SNR was severe.

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Literature
1.
Kang CC, Wang WJ A novel edge detection method based on maximization of the objective function. Pattern Recognit 40(2):609–618
2.
Norio B, Norihiko I, Toshiyuki T Image area extraction of biological objects from a thin section image by statistical texture analysis. Electron Microse 45:298–306
3.
Muerle JL, Allen DC (1968) Experimental evaluation of a technique for automatic segmentation of objects in complex scenes. IPPR, Thopmson
4.
Unser M (1995) Texture classification and segmentation for using wavelet frames. IEEE Trans Image Process 4(11):1549–1560
5.
Li W, Zhou C, Zhang Z (2004) Segmentation of the body of the tongue based on the improved snake algorithm in traditional Chinese medicine. In: Proceedings of the 5th world congress on intelligent control and automation, pp 15–19
6.
Zabih R, Kolmogorov V (2004) Spatially coherent clustering using graph cuts. In: Proceedings of computer vision and pattern recognition, vol 2, pp 437–444
7.
Rother C, Kolmogorov V, Blake A (2004) GrabCut: interactive foreground extraction using iterated graph cuts. ACM Trans Graphics 23(3):309–314CrossRef
8.
Kass M, Witkin A (2004) Demetri Terzopoulos active contour models. Int J Comput Vision 1:321–331CrossRef
9.
Ng EYK, Chen Y (2006) Segmentation of the breast thermogram: improved boundary detection with the modified snake algorithm. J Mech Med Biol 6(2):123–136
10.
Kang DJ, Kweon IS (1999) A fast and stable snake algorithm for medical images. Pattern Recogn Lett 20(10):1069CrossRef
11.
Murphy TM, Math M, Finke LH (2003) Curvature covariation as a factor of perceptual salience. In: International IEEE EMBS CNECI, pp 16–19
12.
Comaniciu D, Meer P (1997) Mean shift analysis and application. In: Seventh international conference computer vision and pattern recognition, pp 750–755
13.
Catmull E, Rom R (1974) A class of local interpolating splines. Comput Aided Geom Des 317–326
Metadata
Title
Efficient Object Recognition Method for Adjacent Circular-Shape Objects
Authors
Sung-Jong Eun
Taeg-Keun Whangbo
Copyright Year
2013
Publisher
Springer Netherlands
Book
IT Convergence and Security 2012

Print ISBN: 978-94-007-5859-9

Electronic ISBN: 978-94-007-5860-5

Copyright Year: 2013

DOI
https://doi.org/10.1007/978-94-007-5860-5_110