TY - JOUR
T1 - Occlusion, attention and object representations
AU - Taylor, Neil
AU - Panchev, Christo
AU - Hartley, Mathew
AU - Kasderidis, Statis
AU - Taylor, John G.
PY - 2007/7/19
Y1 - 2007/7/19
N2 - Occlusion is currently at the centre of analysis in machine vision. We present an approach to it that uses attention feedback to an occluded object to obtain its correct recognition. Various simulations are performed using a hierarchical visual attention feedback system, based on contrast gain (which we discuss as to its relation to possible hallucinations that could be caused by feedback). We then discuss implications of our results for object representations per se.
AB - Occlusion is currently at the centre of analysis in machine vision. We present an approach to it that uses attention feedback to an occluded object to obtain its correct recognition. Various simulations are performed using a hierarchical visual attention feedback system, based on contrast gain (which we discuss as to its relation to possible hallucinations that could be caused by feedback). We then discuss implications of our results for object representations per se.
UR - https://www.scopus.com/pages/publications/34547795259
U2 - 10.3233/ICA-2007-14402
DO - 10.3233/ICA-2007-14402
M3 - Article
SN - 1069-2509
VL - 14
SP - 283
EP - 306
JO - Integrated Computer-Aided Engineering
JF - Integrated Computer-Aided Engineering
IS - 4
ER -