An Adaptive Elastic Net Method for Edge Linking of Images
نویسندگان
چکیده
In this paper, the authors propose an adaptive Elastic Net method for edge linking of images. Edge linking is a fundamental computer-vision task, which is a constrained optimization problem. In the proposed method, an adaptive dynamic parameter strategy and a stochastic noise strategy are introduced into the Elastic Net, which enables the network to have superior ability for escaping from local minima and converge sooner to optimal or near-optimal solutions. Simulations confirm that the proposed method could produce more meaningful contours than the original Elastic Net in shorter time. An Adaptive Elastic Net Method for Edge Linking of Images
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ورودعنوان ژورنال:
- IJITN
دوره 7 شماره
صفحات -
تاریخ انتشار 2015