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A Novel Flame Edge Detection Algorithm via a Novel Active Contour Model

초록

영어

Flame edge detection from color images is a challenging research area recently. In this paper, an extension of active contour model is proposed by adding the two information types to both internal and external energy terms. Therefore, the combination of these two forces allows for flexible initialization of the contours. This energy is then incorporated into a level set formulation with a level set regularization term that is necessary for accurate computation in the corresponding level set method. Edge extraction of different flame images using C-V model and the classical edge detection operators are compared and analyzed. Experimental results show that the existing methods do not emphasize the continuity and clarity of the flame and fire edges while the proposed method identifies the continuous and clear edges of the flame fire.

목차

Abstract
 1. Introduction
 2. Related Works
  2.1. Chan-Vese Model
 3. An Active Contour Model Combined With the Region and Edge Information (ACRE)
 4. Experimental Results
  4.1. Experimental Results of Simple Fire Images
  4.2. Experimental Results of Fire Images with Complex Background
 5. Conclusions
 Acknowledgment
 References

저자정보

  • Wanli Feng Faculty of Computer Engineering, Jiangsu Provincial Key Laboratory for advanced manufacturing technology, Huaiyin Institute of Technology, Huai’an, China
  • Ying Li School of Information Engineering, Jiaozuo University, Jiaozuo 454000, China
  • Shangbing Gao Faculty of Computer Engineering, Jiangsu Provincial Key Laboratory for advanced manufacturing technology, Huaiyin Institute of Technology, Huai’an, China, The Key Laboratory for traffic and transportation security of Jiangsu Province, Huai’an, China
  • Yunyang Yan Faculty of Computer Engineering, Jiangsu Provincial Key Laboratory for advanced manufacturing technology, Huaiyin Institute of Technology, Huai’an, China
  • Jianxun Xue Faculty of Computer Engineering, Jiangsu Provincial Key Laboratory for advanced manufacturing technology, Huaiyin Institute of Technology, Huai’an, China

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