A New Salient Region Detection Based on Biomimetic Information
Zongmin Li, Jinfeng Chen · Advances in intelligent systems research/Advances in Intelligent Systems Research · 2013
In our paper, we develop a new method of detecting salient region.It outputs full resolution saliency maps with uniformly highlighted the entire salient region.In our proposed method , we incorporate the traditional low-level features with high dimension biomimetic information geometry theory and priori knowledge.Extensive experiments on one of the largest public salient object detection benchmark have demonstrated that our method can effectively achieve good performance to the exiting methods.Our method has obtained higher precision and better recall rates on the segmentation task comparing to the five advanced salient region detection algorithms.