Visuomotor characterization of eye movements in a drawing task

Vision Research

Volumn 49, Issue 8, 2009, Pages 810-818

  Coen Cagli, Ruben ^a   Coraggio, Paolo ^e   Napoletano, Paolo ^b   Schwartz, Odelia ^a   Ferraro, Mario ^c   Boccignone, Giuseppe ^d  

^a ALBERT EINSTEIN COLLEGE OF MEDICINE   (United States)

^b UNIVERSITY OF SALERNO   (Italy)

^c UNIVERSITY OF TURIN   (Italy)

^d UNIVERSITY OF MILAN   (Italy)

^e UNIVERSITY OF GENOA   (Italy)

Author keywords

Bayesian; Drawing; Visuomotor

Indexed keywords

ARTICLE; CONTROLLED STUDY; DRAWING; GAZE; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; MOTOR PERFORMANCE; NORMAL HUMAN; PRIORITY JOURNAL; SIMULATION; TASK PERFORMANCE; VISUAL STIMULATION; VISUOMOTOR COORDINATION;

ALGORITHMS; ART; EYE MOVEMENTS; FIXATION, OCULAR; HAND; HUMANS; MODELS, PSYCHOLOGICAL; MOVEMENT; PSYCHOMOTOR PERFORMANCE; VISION, BINOCULAR;

EID: 64449085155     PISSN: 00426989     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.visres.2009.02.016     Document Type: Article

References (58)

1. Aivar M., Hayhoe M., Chizk C., and Mruczek R. Spatial memory and saccadic targeting in a natural task. Journal of Vision 5 3 (2005) 177-193
2. Ballard D., Hayhoe M., Li F., and Whitehead S. Hand-eye coordination during sequential tasks. Philosophical Transactions of the Royal Society of London B: Biological Sciences 337 (1992) 331-338
3. Bengio Y., and Frasconi P. Input-output hmm's for sequence processing. IEEE Transactions on Neural Networks 7 (1996) 1231-1249
4. Bishop C. Pattern recognition and machine learning (2007), Springer, Berlin
5. Boccignone G., and Ferraro M. Modelling gaze shift as a constrained random walk. Physica A: Statistical Mechanics and its Applications 331 1-2 (2004) 207-218
6. Brouwer A., and Knill D. The role of memory in visually guided reaching. Journal of Vision 7 5 (2007) 6
7. Carmi R., and Itti L. The role of memory in guiding attention during natural vision. Journal of Vision 6 9 (2006) 898-914
8. Carter N., Tenenbaum J.B., and Yuille A. Probabilistic models of cognition: Where next?. Trends in Cognitive Sciences 10 7 (2006) 292-293
9. Chen X., and Zelinsky G. Real-world visual search is dominated by top-down guidance. Vision Research 46 (2006) 4118-4133
10. Coen-Cagli R., Coraggio P., Napoletano P., and Boccignone G. What the draughtsmans hand tells the draughtsmans eye: A sensorimotor account of drawing. International Journal of Pattern Recognition and Artificial Intelligence 5 (2008) 1015-1029
11. Coen-Cagli, R., Coraggio, P., Boccignone, G., & Napoletano, P. (2007). The bayesian draughtsman: A model for visuomotor coordination in drawing. In Advances in brain vision and artificial intelligence, LNCS (Vol. 4729, pp. 161-170). Berlin: Springer-Verlag.
12. Cohen D.J. Look little, look often: The influence of gaze frequency on drawing accuracy. Perception Psychophysics 67 (2005) 997-1007
13. Cover T., and Thomas J. Elements of information theory (1991), Wiley and Sons, New York, NY
14. Desimone R., and Duncan J. Neural mechanisms of selective visual attention. Annual Review of Neuroscience 18 (1995) 193-222
15. Droll J., Gigone K., and Hayhoe M. Learning where to direct gaze during change detection. Journal of Vision 7 14 (2007) 1-12
16. Einhauser W., Rutishauser U., and Koch C. Task-demands can immediately reverse the effects of sensory-driven saliency in complex visual stimuli. Journal of Vision 8 2 (2008) 1-19
17. Ellis S.R., and Smith J.D. Patterns of statistical dependency in visual scanning. In: Groner R., McConkie G.W., and Menz C. (Eds). Eye movements and human information processing (1985), Elsevier, Amsterdam 221-238
18. Feng G. Eye movements as time-series random variables: A stochastic model of eye movement control in reading. Cognitive Systems Research 7 (2006) 70-95
19. Findlay J., and Walker R. A model of saccadic eye movement generation based on parallel processing and competitive inhibition. Behavioral and Brain Science 22 (1999) 661-674
20. Foulsham T., and Underwood G. What can saliency models predict about eye movements? Spatial and sequential aspects of fixations during encoding and recognition. Journal of Vision 8 2 (2008) 1-17
21. Gowen E., and Miall R. Eye-hand interactions in tracing and drawing tasks. Human Movement Science 25 (2006) 568-585
22. Hacisalihzade S.S., Stark L.W., and Allen J.S. Visual perception and sequences of eye movement fixations: A stochastic modeling approach. IEEE Transactions on Systems, Man and Cybernetics 22 (1992) 474-481
23. Hayhoe M., and Ballard D. Eye movements in natural behavior. Trends in Cognitive Sciences 9 4 (2005)
24. Itti L. Quantitative modeling of perceptual salience at human eye position. Visual Cognition 14 (2006) 959-984
25. Itti, L., & Baldi, P. (2006). Bayesian surprise attracts human attention. In Advances in neural information processing systems (Vol. 18, pp. 1-8). MIT Press.
26. Itti L., and Koch C. Computational modelling of visual attention. Nature Reviews - Neuroscience 2 (2001) 1-11
27. Johansson R., Westling G., Backstrom A., and Randall Flanagan J. Eye-hand coordination in object manipulation. Journal of Neuroscience 21 (2001) 6917-6932
28. Kording K., and Wolpert D. Bayesian decision theory in sensorimotor control. Trends in Cognitive Sciences 10 7 (2006) 319-326
29. Land M. Predictable eye-head coordination during driving. Nature 359 (1992) 318-320
30. Land M. Eye movements and the control of actions in everyday life. Progress in Retinal and Eye Research 25 (2006) 296-324
31. Lee T., and Mumford D. Hierarchical bayesian inference in the visual cortex. Journal of the Optical Society of America A 20 7 (2003) 1434-1448
32. Levenshtein V. Binary codes capable of correcting deletions, insertions and reversals. Doklady Akademii Nauk SSSR 163 (1965) 845-848
33. Marr, D. (1982). Vision. Francisco, CA: Freeman, S.
34. Murphy, K. (2002). Dynamic Bayesian Networks: Representation, inference and learning. PhD dissertation, Berkeley, University of California, Computer Science Division.
35. Najemnik J., and Geisler W. Optimal eye movement strategies in visual search. Nature 434 (2005) 387-391
36. Najemnik J., and Geisler W. Eye movement statistics in humans are consistent with an optimal search strategy. Journal of Vision 8 3 (2008) 1-14
37. Neggers S., and Bekkering H. Ocular Gaze is anchored to the target of an ongoing pointing movement. Journal of Neurophysiology 83 2 (2000) 639-651
38. Nelson J., and Cottrell G. A probabilistic model of eye movements in concept formation. Neurocomputing 70 (2007) 2256-2272
39. Parkhurst D., Law K., and Niebur E. Modeling the role of salience in the allocation of overt visual attention. Vision Research 42 (2002) 107-123
40. Pelz J., Hayhoe M., and Loeber R. The coordination of eye, head, and hand movements in a natural task. Experimental Brain Research 139 (2001) 266-277
41. Privitera C., and Stark L. Algorithms for defining visual regions-of-interest: Comparison with eye fixations. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 9 (2000) 970-982
42. Rabiner, L. (1989). A tutorial on hmm and selected applications in speech recognition. In Proceedings of IEEE (pp. 257-286).
43. Raj R., Geisler W., Frazor R., and Bovik A. Contrast statistics for foveated visual systems: Fixation selection by minimizing contrast entropy. Journal of the Optical Society of America A: Optics, Image Science, and Vision 22 (2005) 2039-2049
44. Renninger L., Verghese P., and Coughlan J. Where to look next? Eye movements reduce local uncertainty. Journal of Vision 7 3 (2007) 1-17
45. Rimey R.D., and Brown C.M. Controlling eye movements with hidden markov models. International Journal of Computer Vision 7 1 (1991) 47-65
46. Rizzolatti G., Riggio L., Dascola I., and Umiltà C. Reorienting attention across the horizontal and vertical meridians: Evidence in favor of a premotor theory of attention. Neuropsychologia 25 (1987) 31-40
47. Rizzolatti G., Riggio L., and Sheliga B. Space and selective attention. In: Umiltà C., and Moscovitch M. (Eds). Attention and performance Vol. XV (1994), MIT Press, Cambridge, MA 231-265
48. Rothkopf C., Ballard D., and Hayhoe M. Task and context determine where you look. Journal of Vision 7 14 (2007) 1-20
49. Scholl B. Objects and attention: The state of the art. Cognition 80 1-2 (2001) 1-46
50. Sheliga B., Craighero L., Riggio L., and Rizzolatti G. Effects of spatial attention on directional manual and ocular responses. Experimental Brain Research 114 (1997) 339-351
51. Stritzke M., and Trommershäuser J. Eye movements during movement under risk. Vision Research 47 (2007) 2000-2009
52. Tchalenko J. Eye movements in drawing simple lines. Perception 36 (2007) 1152-1167
53. Tchalenko J., Dempere-Marco R., Hu X., and Yang G. Eye movement and voluntary control in portrait drawing. The mind's eye: Cognitive and applied aspects of eye movement research (2003), Elsevier, Amsterdam 705-727
54. Tchalenko J., and Miall C. Eye-hand strategies in copying complex lines. Cortex (2008) 28
55. Torralba A. Contextual priming for object detection. International Journal of Computer Vision 53 (2003) 153-167
56. Torralba A., Oliva A., Castelhano M., and Henderson J. Contextual guidance of eye movements and attention in real-world scenes: The role of global features in object search. Psychological Review 113 (2006) 766-786
57. Viviani P., and Flash T. Minimum-jerk model, two-thirds power law, and isochrony: Converging approaches to the movement planning. Journal of Experimental Psychology 21 (1995) 32-53
58. Wooding, D. (2002). Fixation maps: Quantifying eye-movement traces. In Eye tracking research and applications (ETRA) symposium (pp. 31-36).