Abstract
This paper investigates the cooperative aspects of selective attention in which primary (or bottom-up) information is dynamically integrated by the secondary (top-down or context) information from different channels, and in which the secondary information provides a criterion of what should be many target candidates We present a computational model of selective attention that implements these cooperative behaviors. Simulation results, obtained using still and video images, are presented showing the interesting properties of the model that are not captured by only competitive aspects of selective attention.
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References
Broadbent, D.E.: Perception and Communication. Pergamon, London (1958)
Desimone, R., Duncan, J.: Neural mechanism of selective attention. Annual Review of Neuroscience 18, 193–222 (1995)
Kastner, S., DeWeerd, P., Desimone, R., Ungerleider, L.G.: Mechanisms of directed attention in ventral extrastriate cortex as revealed by functional MRI. Science 282, 108–111 (1998)
Itti, L., Koch, C., Niebur, E.: A model of saliency-based visual attention for rapid scene analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence 20, 1254–1259 (1998)
Itti, L., Koch, C.: A saliency-based search mechanism for overt and covert shifts of visual attention. Vision Research 40, 1489–1506 (2000)
Deco, G., Schurmann, B.: A hierarchical neural system with attentional top-down enhancement of the spatial resolution for object recognition. Vision Research 40, 2845–2859 (2000)
Sun, Y., Fisher, R.: Hierarchical selectivity for object-based visual attention. In: Bülthoff, H.H., Lee, S.-W., Poggio, T.A., Wallraven, C. (eds.) BMCV 2002. LNCS, vol. 2525, pp. 427–438. Springer, Heidelberg (2002)
Rainer, G., Assad, W.F., Miller, E.K.: Selective representation of relevant information by neurons in the primate prefrontal cortex. Nature 393, 577–579 (1999)
Spratling, M.W.: Cortical region interactions and the functional role of apical dendrites. Behavioral and Cognitive Neuroscience Reviews 1, 219–228 (2002)
Treue, S., Martinez-Trujillo, J.C.: Feature-based attention influences motion processing gain in macaque visual cortex. Nature 399 (1999)
Reynolds, J.H., Pasternak, T., Desimone, R.: Attention increases sensitivity of v4 neurons. Neuron 26, 703–714 (2000)
Lee, K., Feng, J., Buxton, H.: Selective attention for cue-guided search using a spiking network. In: Proc. International Workshop on Attention and Performance in Computer Vision (WAPCV 2003), Graz, Austria (2003)
Lee, K.W.: Computational Model of Selective Attention: Integrative Approach. PhD thesis, University of Sussex (2004)
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Lee, K. (2005). Cooperative Aspects of Selective Attention. In: Wang, L., Chen, K., Ong, Y.S. (eds) Advances in Natural Computation. ICNC 2005. Lecture Notes in Computer Science, vol 3610. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11539087_116
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DOI: https://doi.org/10.1007/11539087_116
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28323-2
Online ISBN: 978-3-540-31853-8
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