Title :
Experimentally based assessment of signal transmition in human retina
Author :
Ieva, Sliesoraityte ; Ruta, Dubakiene ; Eugene, Fedorov ; Viktorija, Sliesoraitiene
Author_Institution :
Vilnius Univ., Vilnius, Lithuania
Abstract :
Visual pathway assessment is of the main importance for intelligent systems associated with robotic. In this paper we analyze the techniques for signal transmission assessment. Visual information processing analysis is based on kinetic energy exchange in vivo, i.e. experiments are dealing with blood flow indices and retinal layers in human retina. The significant features of equation related to kinetic energy exchange were identified. Decision-making system was applied following significant features extraction and neural network was developed, which improves the reliability of robot motion control. The proposed approach might be applied for intelligent robotic systems, i.e. computer vision.
Keywords :
decision making; eye; feature extraction; haemodynamics; intelligent robots; motion control; neural nets; reliability; robot vision; blood flow indices; computer vision; decision making system; feature extraction; feature identification; human retina; intelligent robotic system; kinetic energy exchange; neural network; retinal layers; robot motion control reliability; signal transmission assessment; visual information processing analysis; visual pathway assessment; Artificial neural networks; Polarimetry; Robots; Traffic control; features of a state of a retina; kinetic energy; method of diagnostics; transmission visual signal; visual analyzer;
Conference_Titel :
Prognostics and System Health Management Conference (PHM-Shenzhen), 2011
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-7951-1
Electronic_ISBN :
978-1-4244-7949-8
DOI :
10.1109/PHM.2011.5939526