Learning eye movement patterns for characterization of perceptual expertise

Eye Tracking Research and Applications Symposium (ETRA)

Volumn , Issue , 2012, Pages 393-396

  Li, Rui ^a   Pelz, Jeff ^a   Shi, Pengcheng ^a   Alm, Cecilia Ovesdotter ^a   Haake, Anne R ^a  

^a ROCHESTER INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

diagnostic reasoning; eye movements; eye tracking; graphical model; multimodal data analysis; user study; verbal description

Indexed keywords

DIAGNOSTIC REASONING; EYE-TRACKING; GRAPHICAL MODEL; MULTIMODAL DATA ANALYSIS; USER STUDY; VERBAL DESCRIPTION;

EYE MOVEMENTS;

EID: 84862694871     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2168556.2168645     Document Type: Conference Paper

References (14)

1. CASTELHANO, M. S., MACK, M. L., AND HENDERSON, J. M. 2009. Viewing Task Influences Eye Movement Control during Active Scene Perception. J. Vision 9, 3, 1-15.
2. DUCHOWSKI, A. T., DRIVER, J., JOLAOSO, S., RAMEY, B. N., AND ROBBINS, A. 2010. Scanpath comparison revisited. In ETRA, 219-226.
3. FEUSNER, M., AND LUKOFF, B. 2008. Testing for statistically significant differences between groups of scan patterns. In ETRA, 43-46.
4. GOLDBERG, J. H., AND HELFMAN, J. I. 2010. Scanpath clustering and aggregation. In ETRA, 227-234.
5. HENDERSON, J. M., AND MALCOLM, G. L. 2009. Searching in the Dark Cognitive Relevance Drives Attention in Real-world Scenes. Psychonomic Bulletin and Review 16, 5, 850-856.
6. HOFFMAN, R., AND FIORE, M. S. 2007. Perceptual (re)learning : a leverage point for human-centered computing. J. Intelligent Systems 22, 3, 79-83.
7. KRUPINSKI, E., TILLACK, A., RICHTER, L., HENDERSON, J., BHATACHARYYA, A., SCOTT, K., GRAHAM, A., DESCOUR, M., DAVIS, J., AND WEINSTEIN, R. 2006. Eye-movement study and human performance using telepathology virtual slides. implications for medical education and differences with experience. Journal of Human Pathology 37, 12, 1543-1556.
8. MANNING, D., ETHELL, S., DONOVAN, T., AND CRAWFORD, T. 2006. How do radiologists do it? the influence of experience and training on searching for chest nodules. Journal of Radiography 12, 2, 134-142.
9. PALMERI, T. J., WONG, A. C.-N., AND GAUTHIER, I. 2004. Computational approaches to the development of perceptual expertise. TRENDS in Cognitive Sciences 8, 8, 378-386.
10. SANTELLA, A., AND DECARLO, D. 2004. Robust clustering of eye movement recordings for quantification of visual interest. In ETRA, 27-34.
11. THIBAUX, R., AND JORDAN, M. I. 2007. Hierarchical beta processes and the indian buffet process. J. Machine Learning and Research 22, 3, 25-31.
12. TORRALBA, A., OLIVA, A., CASTELHANO, M. S., AND HENDERSON, J. M. 2006. Contextual guidance of eye movements and attention in real-world scenes: The role of global features on object search. Psychological Review 113, 4, 766-786.
13. WANG, W., CHEN, C., WANG, Y., JIANG, T., FANG, F., AND YAO, Y. 2011. simulating human saccadic scanpaths on natural images. In CVPR, 441-448.
14. WEST, J. M., HAAKE, A. R., ROZANSKI, E. P., AND KARN, K. S. 2006. eyepatterns: Software for identifying patterns and similarities across fixation sequences. In ETRA, 149-154.