Constrained active contours for boundary refinement in interactive image segmentation

Nguyen Thi Nhat Anh, Jianfei Cai, Juyong Zhang, Jianmin Zheng

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

Abstract

The state-of-the-art interactive image segmentation algorithms are often not able to produce accurate segmentation results with one-shot user input, and they frequently rely on laborious user editing to refine the segmentation boundary. In this paper, we propose a constrained active contour method for boundary refinement, which can be used to improve the segmentation results of many existing region-based interactive segmentation algorithms. Our constrained active contour model exhibits many desired properties for a good boundary refinement tool, including the robustness to user inputs, the ability to produce a smooth and accurate boundary contour, and the ability to handle topology changes. Experimental results show that the proposed refinement tool is highly effective and can significantly improve initial segmentation results without additional user inputs.

Original languageEnglish
Title of host publication2012 IEEE International Symposium on Circuits and Systems (ISCAS)
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages870-873
Number of pages4
DOIs
Publication statusPublished - 2012
Externally publishedYes
Event2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012 - Seoul, Korea, Republic of (South)
Duration: 20 May 201223 May 2012

Conference

Conference2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012
CountryKorea, Republic of (South)
CitySeoul
Period20/05/1223/05/12

Cite this