A multi-object image segmentation C-V model based on region division and gradient guide
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- 作者：Xianghai Wanga ; b ; xhwang@lnnu.edu.cn" class="auth_mail" title="E-mail the corresponding author ; Yu Wanb ; wanxiaoyu121@163.com" class="auth_mail" title="E-mail the corresponding author ; Rui Lib ; 754668577@qq.com" class="auth_mail" title="E-mail the corresponding author ; Jinling Wanga ; 893651260@qq.com" class="auth_mail" title="E-mail the corresponding author ; Lingling Fanga ; fanglingling1985@163.com" class="auth_mail" title="E-mail the corresponding author
- 关键词：Multi-object image segmentation ; C&ndash ; V model ; Gradient guide ; Region division
- 刊名：Journal of Visual Communication and Image Representation
- 出版年：2016
- 出版时间：August 2016
- 年：2016
- 卷：39
- 期：Complete
- 页码：100-106
- 全文大小：2805 K
文摘
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An effective multi-object C–V segmentation model is proposed.
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A rapid initial contour search is conducted.
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To achieve the multi-object segmentation the image is converted to a single level set.
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The evolution of the curve is controlled adaptively via the contour line gradient.
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The model takes the local characteristics of each target into account through the broad contours to avoid missing the target.