Title :
On Human Factors for Interactive Man-Machine Vision: Requirements of the Neural Visual System to transform Objects into Percepts
Author :
Eckmiller, Rolf ; Baruth, Oliver ; Neumann, Dirk
Author_Institution :
Bonn Univ., Bonn
Abstract :
This paper combines recent findings from neuroscience of the primate visual system, neural computation simulations, and dialog-based man-machine tuning experiments in order to define the properties that are essential for novel interactive image acquisition and display systems for human visual augmentation challenges: e.g. a-Interactive Imagery Analysis, b-Visual Prosthetics, and c-Generation of realistic, dynamically explorable Objects. Technical systems need for elicitation of visual percepts in humans a detailed consideration of sensory and motor parameters of the human visual system and also learning control capabilities to provide an optimization of visual percepts in a feedback loop between a technical system and the human.
Keywords :
computer vision; man-machine systems; neurophysiology; optimisation; prosthetics; visual perception; dialog-based man-machine tuning experiments; display systems; dynamically explorable object generation; feedback loop; human factors; human visual augmentation challenges; image acquisition; interactive imagery analysis; interactive man-machine vision; motor parameters; neural computation simulations; neural visual system; neuroscience; optimization; primate visual system; sensory parameters; visual percepts; visual prosthetics; Analytical models; Computational modeling; Computer displays; Control systems; Human factors; Image analysis; Man machine systems; Neural prosthesis; Neuroscience; Visual system;
Conference_Titel :
Neural Networks, 2006. IJCNN '06. International Joint Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9490-9
DOI :
10.1109/IJCNN.2006.246696