TY - GEN
T1 - Attending to visual motion
T2 - Proceedings - 1st Canadian Conference on Computer and Robot Vision
AU - Tsotsos, John K.
AU - Pomplun, Marc
AU - Martinez-Trujillo, Julio C.
AU - Zhou, Kunhao
PY - 2004
Y1 - 2004
N2 - The Selective Tuning Model is a proposal for modelling visual attention in primates and humans. This paper describes ongoing research to include attention to motion stimuli within the model. The effort is unique because it seems that no past model presents a motion hierarchy plus attention to motion. We propose a biologically realistic model of the primate visual motion system attempting to explain howa hierarchical feed-forward network consisting of layers representing cortical areas V1, MT, MST, and 7a detects and classifies different kinds of motion patterns. The STM model is then integrated into this hierarchy demonstrating that successfully attending to motion patterns results in localization (segmentation) and labeling of those patterns.
AB - The Selective Tuning Model is a proposal for modelling visual attention in primates and humans. This paper describes ongoing research to include attention to motion stimuli within the model. The effort is unique because it seems that no past model presents a motion hierarchy plus attention to motion. We propose a biologically realistic model of the primate visual motion system attempting to explain howa hierarchical feed-forward network consisting of layers representing cortical areas V1, MT, MST, and 7a detects and classifies different kinds of motion patterns. The STM model is then integrated into this hierarchy demonstrating that successfully attending to motion patterns results in localization (segmentation) and labeling of those patterns.
UR - https://www.scopus.com/pages/publications/4544352280
UR - https://www.scopus.com/pages/publications/4544352280#tab=citedBy
U2 - 10.1109/CCCRV.2004.1301484
DO - 10.1109/CCCRV.2004.1301484
M3 - Conference contribution
AN - SCOPUS:4544352280
SN - 0769521274
SN - 9780769521275
T3 - Proceedings - 1st Canadian Conference on Computer and Robot Vision
SP - 452
EP - 462
BT - Proceedings - 1st Canadian Conference on Computer and Robot Vision
Y2 - 17 May 2004 through 19 May 2004
ER -