Attentional Push: Augmenting Salience with Shared Attention Modeling

Preprint English OPEN
Gorji, Siavash; Clark, James J.;
  • Subject: Computer Science - Computer Vision and Pattern Recognition

We present a novel visual attention tracking technique based on Shared Attention modeling. Our proposed method models the viewer as a participant in the activity occurring in the scene. We go beyond image salience and instead of only computing the power of an image regi... View more
  • References (50)
    50 references, page 1 of 5

    1. Tsotsos, J.K.: Analyzing vision at the complexity level. Behavioral and Brain Sciences 13 (1990) 423{445

    2. Walther, D., Koch, C.: Modeling attention to salient proto-objects. Neural Networks 19(9) (2006) 1395 { 1407

    3. Benfold, B., Reid, I.: Guiding visual surveillance by tracking human attention. In: Proceedings of the 20th British Machine Vision Conference. (2009) 1{11

    4. Ferreira, J., Dias, J.: Attentional mechanisms for socially interactive robots- a survey. Autonomous Mental Development, IEEE Transactions on 6(2) (June 2014) 110{125

    5. Rosenholtz, R., Dorai, A., Freeman, R.: Do predictions of visual perception aid design? ACM Trans. Appl. Percept. 8(2) (February 2011) 12:1{12:20

    6. Treisman, A.M., Gelade, G.: A feature-integration theory of attention. Cognitive Psychology 12(1) (1980) 97{136

    7. Koch, C., Ullman, S.: Shifts in selective visual attention: Towards the underlying neural circuitry. Human Neurobiology 4(4) (1985) 219{227

    8. Clark, J.J., Ferrier, N.J.: Modal control of an attentive vision system. In: Computer Vision., Second International Conference on. (Dec 1988) 514{523

    9. Itti, L., Koch, C., Niebur, E.: A model of saliency-based visual attention for rapid scene analysis. Pattern Analysis and Machine Intelligence, IEEE Transactions on 20(11) (1998) 1254{1259

    10. Harel, J., Koch, C., Perona, P.: Graph-based visual saliency. In: NIPS. (2007) 545{52

  • Metrics
Share - Bookmark