Local energy diffusion field for snake algorithm

Liyth Nissirat, Mahamod Ismail, Mahdi A. Nisirat

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, a new snake external force is proposed as the gradient of the image local energy diffusion potential. The local energy is computed using a bank of orthogonal log Gabor filters. The proposed Local Energy Diffusion Field (LEDF) is computed by energy diffusion Partial Differential Equation (PDE). The results of the LEDF snake were compared with the GVF snake in terms of capture range, and convergence to concavities. Experimental results showed that the LEDF field provided a wide capture range and smooth field in the object concavities.

Original languageEnglish
Title of host publication2012 International Conference on Computer and Communication Engineering, ICCCE 2012
Pages278-282
Number of pages5
DOIs
Publication statusPublished - 2012
Event2012 International Conference on Computer and Communication Engineering, ICCCE 2012 - Kuala Lumpur
Duration: 3 Jul 20125 Jul 2012

Other

Other2012 International Conference on Computer and Communication Engineering, ICCCE 2012
CityKuala Lumpur
Period3/7/125/7/12

Fingerprint

energy
Gabor filters
Partial differential equations
bank

Keywords

  • algorithms
  • computer vision
  • deformable models
  • feature extraction
  • image edge detection

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Communication

Cite this

Nissirat, L., Ismail, M., & Nisirat, M. A. (2012). Local energy diffusion field for snake algorithm. In 2012 International Conference on Computer and Communication Engineering, ICCCE 2012 (pp. 278-282). [6271196] https://doi.org/10.1109/ICCCE.2012.6271196

Local energy diffusion field for snake algorithm. / Nissirat, Liyth; Ismail, Mahamod; Nisirat, Mahdi A.

2012 International Conference on Computer and Communication Engineering, ICCCE 2012. 2012. p. 278-282 6271196.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nissirat, L, Ismail, M & Nisirat, MA 2012, Local energy diffusion field for snake algorithm. in 2012 International Conference on Computer and Communication Engineering, ICCCE 2012., 6271196, pp. 278-282, 2012 International Conference on Computer and Communication Engineering, ICCCE 2012, Kuala Lumpur, 3/7/12. https://doi.org/10.1109/ICCCE.2012.6271196
Nissirat L, Ismail M, Nisirat MA. Local energy diffusion field for snake algorithm. In 2012 International Conference on Computer and Communication Engineering, ICCCE 2012. 2012. p. 278-282. 6271196 https://doi.org/10.1109/ICCCE.2012.6271196
Nissirat, Liyth ; Ismail, Mahamod ; Nisirat, Mahdi A. / Local energy diffusion field for snake algorithm. 2012 International Conference on Computer and Communication Engineering, ICCCE 2012. 2012. pp. 278-282
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