An effective method to obtain contour of fisheye images based on explicit level set method

Xuegang Wu; Zhijun Qiao

doi:10.1117/12.2560764

18 May 2020 An effective method to obtain contour of fisheye images based on explicit level set method

Xuegang Wu, Zhijun Qiao

Proceedings Volume 11395, Big Data II: Learning, Analytics, and Applications; 113950J (2020) https://doi.org/10.1117/12.2560764
Event: SPIE Defense + Commercial Sensing, 2020, Online Only

Abstract

Obtaining the effective contour from an image taken by fisheye lens is important for the following transactions. Many studies try to develop suitable methods to get accurate contours of fisheye images. Using the traditional level set method (CV model) is hard to meet the desire task that the final segmentation region is a circle. Therefore, the preprocessing of fisheye images and the improvement of traditional level set method are redesigned to get a final circular segmentation which may be suitable to other applications. In this paper, we use the local entropy method to make the value of pixels be even inside the effective circular region, further threshold method to remove the hole(s), and at last the explicit circular level set method to get final segmentation. The final experimental results show that the segmentation is effective.

Conference Presentation

Citation Download Citation

Xuegang Wu and Zhijun Qiao "An effective method to obtain contour of fisheye images based on explicit level set method", Proc. SPIE 11395, Big Data II: Learning, Analytics, and Applications, 113950J (18 May 2020); https://doi.org/10.1117/12.2560764

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