Title :
Visual Evoked Potentials for Image Quality Assessment with Scale Space Approach
Author :
Hayashi, Hidehiko ; Nakayasu, Hidetoshi
Author_Institution :
Konan Univ., Kobe
Abstract :
This paper presents an objective assessment method of image quality using visual evoked potentials (VEPs) to image engineer field based on multi-diseiplinarily approach such as knowledge of neurobiology, image recognition theory of computer vision. The multi-disciplinarily based objective assessment method applies Gaussian scale-space filtering in order to consist a scalar parameter to depict blur image. In experiment visual stimuli are provided the scalar parameter and subjects are detected VEPs. Their VEPs are recoded during observation of the checkerboard pattern reversal (PR) stimuli, and are analyzed latency of about Negative 145 msec (N145) component. The result of the experiment was that latency of N145 components were long about10-20 msec when parameters were large vale (more blur). This result shows one example of availableness for the multi-disciplinarily based objective assessment of image quality by integrating the pattern reversal visual evoked potential (PR-VEP) and the scale-space theory.
Keywords :
Gaussian processes; computer vision; filtering theory; image recognition; visual evoked potentials; visual perception; Gaussian scale-space filtering; Negative 145 msec component; blur image; checkerboard pattern reversal stimuli; computer vision; image quality assessment; image recognition theory; neurobiology; objective assessment; scale space approach; visual evoked potentials; visual stimuli; Communications technology; Computer vision; Cybernetics; Delay; Filtering; Humans; Image quality; Image recognition; Knowledge engineering; Pattern analysis;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.385311