[1] | Itti L, Koch C (2001) Computational modelling of visual attention. Nature Reviews Neuroscience 2: 194–203.
|
[2] | Itti L, Baldi P (2005) Bayesian surprise attracts human attention. Vision Research 49: 1295–306.
|
[3] | Kanan C, Tong M, Zhang L, Cottrell G (2009) SUN: Top-down saliency using natural statistics. Visual Cognition 17: 979–1003.
|
[4] | Kienzle W, Franz M, Sch?lkopf B, Wichmann F (2009) Center-surround patterns emerge as optimal predictors for human saccade targets. Journal of Vision 9: 1–15.
|
[5] | Parkhurst D, Law K, Niebur E (2002) Modeling the role of salience in the allocation of overt visual attention. Vision Research 42: 107–123.
|
[6] | Peters R, Iyer A, Itti L, Koch C (2005) Components of bottom-up gaze allocation in natural images. Vision Research 45: 2397–2416.
|
[7] | Zhang L, Tong M, Marks T, Shan H, Cottrell G (2008) SUN: A Bayesian framework for saliency using natural statistics. Journal of Vision 8: 1–32.
|
[8] | Tatler B, Vincent B (2009) The prominence of behavioural biases in eye guidance. Visual Cognition 17: 1029–1054.
|
[9] | Tatler B (2007) The central fixation bias in scene viewing: Selecting an optimal viewing position independently of motor biases and image feature distributions. Journal of Vision 7: 1–17.
|
[10] | Tatler BW, Baddeley RJ, Gilchrist ID (2005) Visual correlates of fixation selection: effects of scale and time. Vision Research 45: 643–59.
|
[11] | Cerf M, Harel J, Ein?user W, Koch C (2008) Predicting human gaze using low-level saliency combined with face detection. Advances in Neural Information Processing Systems 20: 241–248.
|
[12] | Cerf M, Frady EP, Koch C (2009) Faces and text attract gaze independent of the task: Experi mental data and computer model. Journal of Vision 9: 1–15.
|
[13] | Hwang A, Higgins E, Pomplun M (2009) A model of top-down attentional control during visual search in complex scenes. Journal of Vision 9: 1–18.
|
[14] | Torralba A, Oliva A, Castelhano MS, Henderson JM (2006) Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search. Psychological Review 113: 766–86.
|
[15] | Ehinger KA, Hidalgo-Sotelo B, Torralba A, Oliva A (2009) Modeling Search for People in 900 Scenes: A combined source model of eye guidance. Visual Cognition 17: 945–978.
|
[16] | Einh?user W, Spain M, Perona P (2008) Objects predict fixations better than early saliency. Journal of Vision 8: 1–18.
|
[17] | Harel J, Koch C, Perona P (2007) Graph-based visual saliency. Advances in Neural Information Processing Systems 19: 545–552.
|
[18] | Acik A, Onat S, Schumann F, Ein?user W, K?nig P (2009) Effects of luminance contrast and its modifications on fixation behavior during free viewing of images from different categories. Vision research 49: 1541–1553.
|
[19] | Baddeley RJ, Tatler BW (2006) High frequency edges (but not contrast) predict where we fixate: A Bayesian system identification analysis. Vision research 46: 2824–33.
|
[20] | Elazary L, Itti L (2008) Interesting objects are visually salient. Journal of Vision 8: 1–15.
|
[21] | Betz T, Kietzmann T, Wilming N, K?nig P (2010) Investigating task-dependent top-down effects on overt visual attention. Journal of Vision 10: 1–14.
|
[22] | Butko NJ, Movellan JR (2008) I-POMDP: An infomax model of eye movement. 2008 7th IEEE International Conference on Development and Learning 139–144.
|
[23] | Renninger LW, Verghese P, Coughlan J (2007) Where to look next? eye movements reduce local uncertainty. J Vis 7: 6.
|
[24] | Bruce NDB, Tsotsos JK (2009) Saliency, attention, and visual search: an information theoretic approach. J Vis 9: 5.1–24.
|
[25] | Kootstra G, de Boer B, Schomaker LRB (2011) Predicting eye fixations on complex visual stimuli using local symmetry. Cognit Comput 3: 223–240.
|
[26] | Yanulevskaya V, Marsman JB, Cornelissen F, Geusebroek JM (2011) An image statistics-based model for fixation prediction. Cognit Comput 3: 94–104.
|
[27] | Parikh N, Itti L, Weiland J (2010) Saliency-based image processing for retinal prostheses. Journal of Neural Engineering 7: 16006.
|
[28] | Fawcett T (2006) An introduction to ROC analysis. Pattern recognition letters 27: 861–874.
|
[29] | Itti L, Baldi P (2005) A principled approach to detecting surprising events in video. Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Washington, DC: IEEE, volume 1. pp. 631–637.
|
[30] | Frey H, Honey C, K?nig P (2008) What's color got to do with it? The inuence of color on visual attention in different categories. Journal of Vision 8: 1–17.
|
[31] | A?ik A, Sarwary A, Schultze-Kraft R, Onat S, K?nig P (2010) Developmental changes in natural viewing behavior: bottom-up and top- down differences between children, young adults and older adults. Frontiers in Psychology 2:
|
[32] | Hausser J, Strimmer K (2009) Entropy inference and the James-Stein estimator, with application to nonlinear gene association networks. The Journal of Machine Learning Research 10: 1469–1484.
|
[33] | Miller G (1955) Note on the bias of information estimates. Information Theory in Psychology: Problems and Methods II-B II: 95–100.
|
[34] | Nemenman I, Shafee F, Bialek W (2002) Entropy and inference, revisited. Advances in Neural Information Processing Systems 1: 471–478.
|
[35] | Chao A, Shen T (2003) Nonparametric estimation of Shannon's index of diversity when there are unseen species in sample. Environmental and Ecological Statistics 10: 429–443.
|
[36] | Holste D, Grosse I, Herzel H (1998) Bayes' estimators of generalized entropies. Journal of Physics A: Mathematical and General 31: 2551.
|
[37] | Krichevsky R, Trofimov V (2002) The performance of universal encoding. IEEE Transactions on Information Theory 27: 199–207.
|
[38] | Schürmann T, Grassberger P (1996) Entropy estimation of symbol sequences. Chaos 6: 414–427.
|
[39] | Trybula S (1958) Some problems of simultaneous minimax estimation. The Annals of Mathematical Statistics 29: 245–253.
|
[40] | Gilland J (2008) Driving, eye-tracking and visual entropy: Exploration of age and task effects. Ph.D. thesis, The University of South Dakota.
|
[41] | Recarte M, Nunes L (2000) Effects of verbal and spatial-imagery tasks on eye fixations while driving. Journal of Experimental Psychology Applied 6: 31–43.
|