TY - GEN
T1 - Multi-scale perception model for visual illusion on hybrid image
AU - Fukutomi, Takashi
AU - Sato, Yasuomi D.
AU - Miyamoto, Hiroyuki
PY - 2012
Y1 - 2012
N2 - In this paper, we propose a neural model of multi-scale perception with so-called hybrid images that two different interpretations of a picture are perceived by changing the viewing distance. In this model, 2D-Gabor-based wavelets are prepared as features observed in visual cortex or retina, and for feature similarity computations by finding multi-scale correspondences between the input hybrid image and its model picture. We show that the feature similarities can also vary by changing the input image resolution (corresponds to the viewing distance). In discussion, we indicate that our model proposed here is one of the neural models that potentially support human visual recognition process.
AB - In this paper, we propose a neural model of multi-scale perception with so-called hybrid images that two different interpretations of a picture are perceived by changing the viewing distance. In this model, 2D-Gabor-based wavelets are prepared as features observed in visual cortex or retina, and for feature similarity computations by finding multi-scale correspondences between the input hybrid image and its model picture. We show that the feature similarities can also vary by changing the input image resolution (corresponds to the viewing distance). In discussion, we indicate that our model proposed here is one of the neural models that potentially support human visual recognition process.
UR - http://www.scopus.com/inward/record.url?scp=84877822933&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84877822933&partnerID=8YFLogxK
U2 - 10.1109/SCIS-ISIS.2012.6505289
DO - 10.1109/SCIS-ISIS.2012.6505289
M3 - Conference contribution
AN - SCOPUS:84877822933
SN - 9781467327428
T3 - 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012
SP - 336
EP - 340
BT - 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012
T2 - 2012 Joint 6th International Conference on Soft Computing and Intelligent Systems, SCIS 2012 and 13th International Symposium on Advanced Intelligence Systems, ISIS 2012
Y2 - 20 November 2012 through 24 November 2012
ER -