title: Brain functional network connectivity based on a visual task: visual information processing-related brain regions are significantly activated in the task state.
abstract: It is not clear whether the method used in functional brain-network related research can be applied to explore the feature binding mechanism of visual perception. In this study, we investigated feature binding of color and shape in visual perception. Functional magnetic resonance imaging data were collected from 38 healthy volunteers at rest and while performing a visual perception task to construct brain networks active during resting and task states. Results showed that brain regions involved in visual information processing were obviously activated during the task. The components were partitioned using a greedy algorithm, indicating the visual network existed during the resting state. Z-values in the vision-related brain regions were calculated, confirming the dynamic balance of the brain network. Connectivity between brain regions was determined, and the result showed that occipital and lingual gyri were stable brain regions in the visual system network, the parietal lobe played a very important role in the binding process of color features and shape features, and the fusiform and inferior temporal gyri were crucial for processing color and shape information. Experimental findings indicate that understanding visual feature binding and cognitive processes will help establish computational models of vision, improve image recognition technology, and provide a new theoretical mechanism for feature binding in visual perception.
authors.affiliation: School of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, Shanxi Province, China.
authors.forename: Yan-Li
authors.initials: YL
authors.lastname: Yang
authors.affiliation: School of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, Shanxi Province, China.
authors.forename: Hong-Xia
authors.initials: HX
authors.lastname: Deng
authors.affiliation: School of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, Shanxi Province, China.
authors.forename: Gui-Yang
authors.initials: GY
authors.lastname: Xing
authors.affiliation: School of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, Shanxi Province, China.
authors.forename: Xiao-Luan
authors.initials: XL
authors.lastname: Xia
authors.affiliation: School of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, Shanxi Province, China.
authors.forename: Hai-Fang
authors.initials: HF
authors.lastname: Li
keywords: Fisher's Z transform; NSFC grants; brain network; connectivity; feature binding; functional magnetic resonance imaging; module division; nerve regeneration; neural regeneration; resting state; task state; visual stimuli