Object Extraction in Cluttered Environments via a P300-Based IFCE.

	Object Extraction in Cluttered Environments via a P300-Based IFCE.
	Mao, Xiaoqian; Li, Wei; He, Huidong; Chen, Genshe; Niu, Linwei; Zhou, Huihui; Zeng, Ming; Xian, Bin
刊名	COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE
	2017
文献子类	期刊论文
英文摘要	One of the fundamental issues for robot navigation is to extract an object of interest from an image. The biggest challenges for extracting objects of interest are how to use a machine to model the objects in which a human is interested and extract them quickly and reliably under varying illumination conditions. This article develops a novel method for segmenting an object of interest in a cluttered environment by combining a P300-based brain computer interface (BCI) and an improved fuzzy color extractor (IFCE). The induced P300 potential identifies the corresponding region of interest and obtains the target of interest for the IFCE. The classification results not only represent the human mind but also deliver the associated seed pixel and fuzzy parameters to extract the specific objects in which the human is interested. Then, the IFCE is used to extract the corresponding objects. The results show that the IFCE delivers better performance than the BP network or the traditional FCE. The use of a P300-based IFCE provides a reliable solution for assisting a computer in identifying an object of interest within images taken under varying illumination intensities.
URL标识	查看原文
语种	英语
内容类型	期刊论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/11911]
专题	深圳先进技术研究院_脑所
作者单位	COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE
推荐引用方式 GB/T 7714	Mao, Xiaoqian,Li, Wei,He, Huidong,et al. Object Extraction in Cluttered Environments via a P300-Based IFCE.[J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE,2017.
APA	Mao, Xiaoqian.,Li, Wei.,He, Huidong.,Chen, Genshe.,Niu, Linwei.,...&Xian, Bin.(2017).Object Extraction in Cluttered Environments via a P300-Based IFCE..COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE.
MLA	Mao, Xiaoqian,et al."Object Extraction in Cluttered Environments via a P300-Based IFCE.".COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2017).