A Neural Network Model of Face Detection for Active Vision Implementation
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2012, Vol 2, Issue 5
Abstract
We suggest an active vision design in a neural style to achieve face detection, or face recognition in gaze, understanding network structures on impaired face recognition in developmental disorders such as autism spectrum deficits and Asperger's syndrome. The core of the active vision design is so-called corollary discharge (CD) on an ascending pathway of the superior colliculus to the frontal eye field (FEF) via the mediodorsal thalamus. The CD is the signal about upcoming eye movements for achieving the stable visual perception. Assuming that the CD is parameterized as controlling dynamical projection creation between the FEF and the Fusiform gyrus, face detection performance is shown to gradually decrease when the value of the CD parameter increases. This indicates a deficit of accurate eye motion, which may elicits impaired face recognition in gaze.
Authors and Affiliations
Yasuomi Sato, Yasutaka Kuriya
Keywords
Related Articles
- EP ID EP161267
- DOI -
- Views 98
- Downloads 0
Application and Manufacturing of Microfluidic Devices: Review
Abstract:Micro fluidic devices are gaining increasingly popularity owing to their many advantages. Microfluidics varies in terms of forces operating from other domains as well as from macro-scale fluidic devices. E...
Spectrophotometric Determination of Cardiovascular Drugs
Simple, sensitive, accurate and precise spectrophotometric methods for quantitative determination of cardiovascular drugs viz., Dobutamine Hydrochloride (DOB), Ramipril (RAM), Telmisartan (TEL), Verapamil Hydroch...
Fuel Cell Converter Topology With and Without Filter.
Utilizing fuel cell for distributed power generation requires the development of an inexpensive converter topology which converts the variable d.c. of fuel cell into useful a.c. power converter topologies for fuel...
Enhancing Power Quality in Transmission System Using Fc-Tcr
FACTS methodology is totally based on power electronics devices which are used to increase the transmission capability. To make the power system flexible, FACTS technology is used to attain entire control of po...
Coverage Analysis of Various Wireless Sensor Network Deployment Strategies
Abstract: Recent years have seen a developing interest in deploying large number of sensor nodes that coordinate in a distributed fashion on data gathering and analysing. These nodes can be deployed over a Wireles...