. Borji, Computational Modeling of Top-down Visual Attention in Interactive Environments, Procedings of the British Machine Vision Conference 2011, 2011.
DOI : 10.5244/C.25.85

. Borji, Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study, IEEE Transactions on Image Processing, vol.22, issue.1, pp.55-69
DOI : 10.1109/TIP.2012.2210727

. Bovik, AM-FM energy detection and separation in noise using multiband energy operators, IEEE Transactions on Signal Processing, vol.41, issue.12, pp.3245-3265, 1993.
DOI : 10.1109/78.258071

. Buchan, Spatial statistics of gaze fixations during dynamic face processing, Social Neuroscience, vol.18, issue.1, pp.1-13, 2007.
DOI : 10.1016/S0167-6393(98)00048-X

. Calvert, Handbook of multisensory processes, 2004.

. Carles, Sound influence on landscape values, Landscape and Urban Planning, vol.43, issue.4, pp.191-200, 1999.
DOI : 10.1016/S0169-2046(98)00112-1

&. Carmi and . Itti, Visual causes versus correlates of attentional selection in dynamic scenes, Vision Research, vol.46, issue.26, pp.4333-4345, 2006.
DOI : 10.1016/j.visres.2006.08.019

M. S. Castelhano, L. Michael, J. M. Mack, and . Henderson, Viewing task influences eye movement control during active scene perception, Journal of Vision, vol.9, issue.3, pp.1-15, 2009.
DOI : 10.1167/9.3.6

. Cerf, Predicting human gaze using low-level saliency combined with face detection, Advances in Neural Information Processing Systems 20Cité en page 113.) and Research. Series in affective science, pp.241-248, 2001.

F. Perthes and I. H. Besse, Johann Carl Friedrich Gauss Théorie du mouvement des corps célestes parcourant des sections coniques autour du soleil, pp.1809-76, 1809.

&. Gautier and . Le-meur-2012-]-josselin-gautier-et-olivier-le-meur, A Time-Dependent Saliency Model Combining Center and Depth Biases for 2D and 3D Viewing Conditions, Cognitive Computation, vol.97, issue.2???3, pp.1-16, 2012.
DOI : 10.1007/s12559-012-9138-3
URL : https://hal.archives-ouvertes.fr/hal-00757536

&. Gebhard, . Mowbray, G. Gebhard, and . Mowbray, On Discriminating the Rate of Visual Flicker and Auditory Flutter, The American Journal of Psychology, vol.72, issue.4, pp.521-528, 1959.
DOI : 10.2307/1419493

[. Gebre, The gesturer is the speaker, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, p.2013
DOI : 10.1109/ICASSP.2013.6638359

. Goferman, Context-Aware Saliency Detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.34, issue.10, pp.1915-1926, 2012.
DOI : 10.1109/TPAMI.2011.272

. Goldring, Combined eye-head gaze shifts to visual and auditory targets in humans, Experimental Brain Research, vol.111, issue.1, pp.68-78, 1996.
DOI : 10.1007/BF00229557

. Goldstein, Where people look when watching movies: Do all viewers look at the same place?, Computers in Biology and Medicine, vol.37, issue.7, pp.957-964, 2007.
DOI : 10.1016/j.compbiomed.2006.08.018

&. Gosselin and . Schyns, Bubbles: a technique to reveal the use of information in recognition tasks, Vision Research, vol.41, issue.17, pp.2261-2271, 2001.
DOI : 10.1016/S0042-6989(01)00097-9

. Green, Integrating speech information across talkers, gender, and sensory modality: Female faces and male voices in the McGurk effect, Perception & Psychophysics, vol.3, issue.6, pp.524-536, 1991.
DOI : 10.3758/BF03207536

&. Haaf, ]. R. Bell, R. Q. Haaf, and . Bell, A Facial Dimension in Visual Discrimination by Human Infants, Child Development, vol.38, issue.3, pp.893-899, 1967.
DOI : 10.2307/1127266

. Hadizadeh, Eye-Tracking Database for a Set of Standard Video Sequences, IEEE Transactions on Image Processing, vol.21, issue.2, pp.898-903
DOI : 10.1109/TIP.2011.2165292

&. Harding and . Bloj, Real and predicted influence of image manipulations on eye movements during scene recognition, Journal of Vision, vol.10, issue.2, pp.1-17, 2010.
DOI : 10.1167/10.2.8

. Hasson, Neurocinematics: The Neuroscience of Film, Projections, vol.2, issue.1, pp.1-26, 2008.
DOI : 10.3167/proj.2008.020102

. Hasson, A Hierarchy of Temporal Receptive Windows in Human Cortex, Journal of Neuroscience, vol.28, issue.10, pp.2539-2550, 2008.
DOI : 10.1523/JNEUROSCI.5487-07.2008

. Hastie, The Elements of Statistical Learning : Data Mining, Inference, and Prediction. Springer Series in Statistics, 2009.

. Haxby, The distributed human neural system for face perception, Trends in Cognitive Sciences, vol.4, issue.6, pp.223-233, 2000.
DOI : 10.1016/S1364-6613(00)01482-0

&. Henderson, M. Hollingworth-john, A. Henderson, and . Hollingworth, Eye Movements During Scene Viewing, pp.269-290, 1998.
DOI : 10.1016/B978-008043361-5/50013-4

&. Hershey and . Movellan, John Hershey et Javier Movellan Audio-Vision : Using Audio-Visual Synchrony to Locate Sounds, Advances in Neural Information Processing Systems 12 (NIPS 1999), pp.813-819, 1999.

. Hidaka, Alternation of Sound Location Induces Visual Motion Perception of a Static Object, PLoS ONE, vol.4, issue.12, pp.1-6, 2009.
DOI : 10.1371/journal.pone.0008188.s003

. Hirvenkari, Influence of Turn-Taking in a Two-Person Conversation on the Gaze of a Viewer, PLoS ONE, vol.44, issue.8, pp.1-6
DOI : 10.1371/journal.pone.0071569.t001

. Ho-phuoc, A Functional and Statistical Bottom-Up Saliency Model to Reveal the Relative Contributions of Low-Level Visual Guiding Factors, Cognitive Computation, vol.9, issue.13, pp.344-359, 2010.
DOI : 10.1007/s12559-010-9078-8
URL : https://hal.archives-ouvertes.fr/hal-00537113

. Ho-phuoc, Frédéric Landragin et Anne Guérin-Dugué. When viewing natural scenes, do abnormal colours impact on spatial or temporal parameters of eye movements, Journal of Vision, vol.12, issue.2, pp.1-13, 2012.

E. James and . Hoffman, Visual Attention and Eye Movements, pp.119-154, 1998.

&. Hubel, H. David, . Hubel, N. Torsten, and . Wiesel, Receptive fields of single neurones in the cat's striate cortex, The Journal of Physiology, vol.148, issue.3, pp.574-591, 1959.
DOI : 10.1113/jphysiol.1959.sp006308

. Hughes, Visual-auditory interactions in sensorimotor processing: Saccades versus manual responses., Journal of Experimental Psychology: Human Perception and Performance, vol.20, issue.1, pp.131-153, 1994.
DOI : 10.1037/0096-1523.20.1.131

&. Hui-wen-hsiao, J. Cottrell, . Hui-wen-hsiao, W. Garrison, and . Cottrell, Two Fixations Suffice in Face Recognition, Psychological Science, vol.12, issue.10, pp.998-1006, 2008.
DOI : 10.1111/j.1467-9280.2008.02191.x

. Hung, Estimating the dominant person in multi-party conversations using speaker diarization strategies, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.2197-2200, 2008.
DOI : 10.1109/ICASSP.2008.4518080

. Ionescu, Gelu Ionescu, Nathalie Guyader et Anne Guérin-Dugué. SoftEye software, 2009.

. Isola, What makes an image memorable, IEEE Conference on Computer Vision and Pattern Recognition, pp.145-152, 2007.

. Itier, Eyes always attract attention but gaze orienting is task-dependent: Evidence from eye movement monitoring, Neuropsychologia, vol.45, issue.5, pp.1019-1028, 2007.
DOI : 10.1016/j.neuropsychologia.2006.09.004

&. Itti, L. Koch, C. Itti, and . Koch, A saliency-based search mechanism for overt and covert shifts of visual attention, Vision Research, vol.40, issue.10-12, pp.1489-1506, 2000.
DOI : 10.1016/S0042-6989(99)00163-7

. Itti, A model of saliency-based visual attention for rapid scene analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.20, issue.11, pp.1254-1259, 1998.
DOI : 10.1109/34.730558

. Kayser, Mechanisms for Allocating Auditory Attention: An Auditory Saliency Map, Current Biology, vol.15, issue.21, pp.1943-1947, 2005.
DOI : 10.1016/j.cub.2005.09.040

. Kidron, Cross-Modal Localization via Sparsity, Schechner et Michael Elad, pp.1390-1404, 2007.
DOI : 10.1109/TSP.2006.888095

]. R. Klein, Does oculomotor readiness mediate cognitive control of visual attention ? In R. S. Nickerson, editeur, Attention and performance VIII, pp.259-276, 1980.

. Krieger, Object and scene analysis by saccadic eye-movements: an investigation with higher-order statistics, Spatial Vision, vol.13, issue.2, pp.201-214, 2000.
DOI : 10.1163/156856800741216

&. Kullback, ]. S. Leibler, R. A. Kullback, and . Leibler, On Information and Sufficiency, The Annals of Mathematical Statistics, vol.22, issue.1, pp.79-86, 1951.
DOI : 10.1214/aoms/1177729694

R. Charissa, . Lansing, W. George, and . Mcconkie, Word identification and eye fixation locations in visual and visual-plus-auditory presentations of spoken sentences, Perception & Psychophysics, vol.65, issue.4, pp.536-552, 2003.

L. Meur, &. Baccino-2013-]-olivier-le-meur, and T. Baccino, Methods for comparing scanpaths and saliency maps: strengths and weaknesses, Behavior Research Methods, vol.11, issue.3, Art. 9, pp.251-266, 2013.
DOI : 10.3758/s13428-012-0226-9
URL : https://hal.archives-ouvertes.fr/hal-00757615

L. Meur, Predicting visual fixations on video based on low-level visual features, Vision Research, vol.47, issue.19, pp.2483-2498, 2007.
DOI : 10.1016/j.visres.2007.06.015
URL : https://hal.archives-ouvertes.fr/hal-00287424

A. Legendre, Appendice sur la méthodes des moindres quarrés, Nouvelles méthodes pour la détermination des orbites des comètes, pp.72-80

. Lettvin, What the Frog's Eye Tells the Frog's Brain, Proceedings of the Institute of Radio Engineers, pp.1940-1951, 1959.
DOI : 10.1109/JRPROC.1959.287207

]. V. Levenshtein, Binary codes capable of correcting deletions, insertions, and reversals, Journal of Vision, vol.10, issue.8, pp.707-710, 1966.

. Munhall, Temporal constraints on the McGurk effect, Perception & Psychophysics, vol.88, issue.3, pp.351-362, 1996.
DOI : 10.3758/BF03206811

. Nahorna, Binding and unbinding the auditory and visual streams in the McGurk effect, The Journal of the Acoustical Society of America, vol.132, issue.2, pp.1061-1077
DOI : 10.1121/1.4728187
URL : https://hal.archives-ouvertes.fr/hal-00968408

. Navarra, Assessing the role of attention in the audiovisual integration of speech, Information Fusion, vol.11, issue.1, pp.4-11, 2010.
DOI : 10.1016/j.inffus.2009.04.001

Y. Andrew and . Ng, Feature selection, L1 vs. L2 regularization, and rotational invariance, International Conference on Machine Learning, 2004.

K. Athanasios, G. Noulas, J. A. Englebienne-et-ben, and . Kröse, Multimodal Speaker Diarization, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.34, issue.1, pp.79-93

K. Athanasios and . Noulas, Audiovisual fusion for speaker diarization, 2010.

. Nozawa, Parallel and serial processes in the human oculomotor system: bimodal integration and express saccades, Biological Cybernetics, vol.31, issue.1, pp.19-34, 1994.
DOI : 10.1007/BF00206235

&. Olivers, N. Van-der-burg-christian, E. Olivers, and . Van-der-burg, Bleeping you out of the blink: Sound saves vision from oblivion, Brain Research, vol.1242, pp.191-199, 2008.
DOI : 10.1016/j.brainres.2008.01.070

. Onat, Integrating audiovisual information for the control of overt attention, Journal of Vision, vol.7, issue.10, pp.1-16, 2007.
DOI : 10.1167/7.10.11

. Otero-millan, Stronger Misdirection in Curved than in Straight Motion, Frontiers in Human Neuroscience, vol.5, pp.1-4, 2011.
DOI : 10.3389/fnhum.2011.00133

. Pannasch, Visual Fixation Durations and Saccade Amplitudes : Shifting Relationship in a Variety of Conditions, Journal of Eye Movement Research, vol.2, issue.86, pp.1-19, 2008.

. Paré, Gaze behavior in audiovisual speech perception: The influence of ocular fixations on the McGurk effect, Perception & Psychophysics, vol.26, issue.4, pp.553-567, 2003.
DOI : 10.3758/BF03194582

J. Derrick, E. Parkhurst, and . Niebur, Scene content selected by active vision, Spatial Vision, vol.16, issue.2, pp.125-154, 2003.

. Parkhurst, Modeling the role of salience in the allocation of overt visual attention, Vision Research, vol.42, issue.1, pp.107-123, 2002.
DOI : 10.1016/S0042-6989(01)00250-4

. Perrott, Auditory psychomotor coordination and visual search performance, Perception & Psychophysics, vol.134, issue.3, pp.214-226, 1990.
DOI : 10.3758/BF03211521

. Peters, Components of bottom-up gaze allocation in natural images, Vision Research, vol.45, issue.18, pp.2397-2416, 2005.
DOI : 10.1016/j.visres.2005.03.019

C. Mary and . Potter, Short-term conceptual memory for pictures, Journal of Experimental Psychology : Human Learning and Memory, vol.2, issue.5, pp.509-522, 1976.

. Queste-devillez, Hélène Queste-Devillez Etude des processus attentionnels mis en jeu lors de l'exploration de scènes naturelles : enregistrement conjoint des mouvements oculaires et de l'activité EEG, pp.2014-75, 2014.

. Quigley, Audio-visual integration during overt visual attention, Journal of Eye Movement Research, vol.1, issue.40, pp.1-17, 2008.

. Raab, Statistical facilitation of simple reaction times, Transactions of the New York Academy of Sciences, vol.24, pp.574-590, 1962.
DOI : 10.1037/e666432011-117

. Rahman, Anis Rahman, Denis Pellerin et Dominique Houzet Influence of number, location and size of faces on gaze in video, Journal of Eye Movement Research, vol.7, issue.2, pp.1-11, 2014.

K. Rapantzikos and G. Evangelopoulos, An Audio-Visual Saliency Model for Movie Summarization, 2007 IEEE 9th Workshop on Multimedia Signal Processing, p.425, 2007.
DOI : 10.1109/MMSP.2007.4412882

. Gh-recanzone, Auditory Influences on Visual Temporal Rate Perception, Journal of Neurophysiology, vol.89, issue.2, pp.1078-1093, 2003.
DOI : 10.1152/jn.00706.2002

H. Gregg and . Recanzone, Interactions of auditory and visual stimuli in space and time, Hearing Research, vol.258, issue.12, pp.89-99, 2009.

&. Richardson, C. Daniel, R. Richardson, and . Dale, Looking To Understand: The Coupling Between Speakers' and Listeners' Eye Movements and Its Relationship to Discourse Comprehension, Cognitive Science, vol.171, issue.6, pp.39-54, 2005.
DOI : 10.1207/s15516709cog0000_29

. Richardson, Synchrony and swing in conversation: coordination, temporal dynamics, and communication, Embodied Communication, pp.75-94, 2008.
DOI : 10.1093/acprof:oso/9780199231751.003.0004

. Richardson, Conversation, Gaze Coordination, and Beliefs About Visual Context, Cognitive Science, vol.246, issue.7, pp.1468-1482, 2009.
DOI : 10.1111/j.1551-6709.2009.01057.x

. Richardson, Joint perception: gaze and social context, Frontiers in Human Neuroscience, vol.6, pp.1-8
DOI : 10.3389/fnhum.2012.00194

. Riche, Study of Parameters Affecting Visual Saliency Assessment, Proceedings of the 6th International Symposium on Attention in Cognitive Systems (ISACS'13), pp.2013-138
DOI : 10.1007/978-1-4939-3435-5_13

. Riche, Saliency and Human Fixations: State-of-the-Art and Study of Comparison Metrics, 2013 IEEE International Conference on Computer Vision, p.2013, 2013.
DOI : 10.1109/ICCV.2013.147

. Rizzolati, Reorienting attention across the horizontal and vertical meridians: Evidence in favor of a premotor theory of attention, Neuropsychologia, vol.25, issue.1, pp.31-40, 1987.
DOI : 10.1016/0028-3932(87)90041-8

. Ruesch, Multimodal saliency-based bottom-up attention a framework for the humanoid robot iCub, 2008 IEEE International Conference on Robotics and Automation, pp.962-967, 2008.
DOI : 10.1109/ROBOT.2008.4543329

. Rummukainen, Categorization of Natural Dynamic Audiovisual Scenes, PLoS ONE, vol.6, issue.2, pp.1-14
DOI : 10.1371/journal.pone.0095848.t002

&. Schauerte and . Stiefelhagen, Boris Schauerte et Rainer Stiefelhagen Bayesian Surprise for Salient Acoustic Event Detection, IEEE International Conference on Acoustics, Speech, and Signal Processing, pp.2013-2034, 2013.

B. Kühn, K. Kroschel, and R. Stiefelhagen, Multimodal Saliency-based Attention for Object-based Scene Analysis, International Conference on Intelligent Robots and Systems (IROS), pp.1173-1179, 2011.

E. Gideon and . Schwarz, Estimating the dimension of a model, Annals of Statistics, vol.6, issue.2, pp.461-464, 1978.

. Sekuler, Sound alters visual motion perception, Nature, vol.385, issue.6614, p.308, 1997.
DOI : 10.1038/385308a0

. Senkowski, Look who's talking: The deployment of visuo-spatial attention during multisensory speech processing under noisy environmental conditions, NeuroImage, vol.43, issue.2, pp.379-387, 2008.
DOI : 10.1016/j.neuroimage.2008.06.046

. Séré, Nonhomogeneous Resolution of Images of Natural Scenes, Perception, vol.26, issue.12, pp.1403-1412, 2000.
DOI : 10.1068/p2991

P. Arthur and . Shimamura, Psychocinematics : Exploring Cognition at the Movies, 2013.

. Shipley, Auditory Flutter-Driving of Visual Flicker, Science, vol.145, issue.3638, pp.1328-1330, 1964.
DOI : 10.1126/science.145.3638.1328

. Sjöstrand, SpaSM : A Matlab Toolbox for Sparse Statistical Modeling, Journal of Statistical Software, pp.1-24

&. Sloboda, ]. J. Neill, S. A. Sloboda, and . Neill, Emotions in everyday listening to music, Music and Emotion : Theory and Research. Series in affective science, pp.413-429, 2001.

T. J. Smith, K. Parag, and . Mital, Attentional synchrony and the influence of viewing task on gaze behavior in static and dynamic scenes, Journal of Vision, vol.13, issue.8, pp.1-24, 2013.
DOI : 10.1167/13.8.16

. Smith, Transmitting and Decoding Facial Expressions, Psychological Science, vol.17, issue.3, pp.184-189, 2005.
DOI : 10.1016/j.cub.2003.09.038

. Smith, A Window on Reality, Current Directions in Psychological Science, vol.24, issue.4, pp.107-113
DOI : 10.3389/fnhum.2010.00168

J. Tim and . Smith, The Attentional Theory of Cinematic Continuity, Projections, vol.6, issue.1, pp.1-50, 2012.

T. J. Smith, Watching You Watch Movies: Using Eye Tracking to Inform Cognitive Film Theory, Psychocinematics : Exploring Cognition at the Movies, pp.165-191, 2013.
DOI : 10.1093/acprof:oso/9780199862139.003.0009

J. Tim and . Smith, Audiovisual Correspondences in Sergei Eisenstein's Alexander Nevsky : A Case Study in Viewer Attention, AFI Film Readers, pp.85-105, 2014.

. Song, Guanghan Song, Denis Pellerin et Lionel Granjon Different types of sounds influence gaze differently in videos, Journal of Eye Movement Research, vol.6, issue.4, pp.1-13, 2013.

&. Spence, J. Spence, and . Driver, Audiovisual links in exogenous covert spatial orienting, Perception & Psychophysics, vol.246, issue.6, pp.1-22, 1997.
DOI : 10.3758/BF03206843

. Staufenbiel, Spatially uninformative sounds increase sensitivity for visual motion change, Experimental Brain Research, vol.63, issue.4, pp.457-464, 2011.
DOI : 10.1007/s00221-011-2797-6

&. Stein, . Meredith, M. Stein, and . Meredith, The Merging of the Senses, pp.25-27, 1993.

. Stevens, A Scale for the Measurement of the Psychological Magnitude Pitch, The Journal of the Acoustical Society of America, vol.8, issue.3, pp.185-190, 1937.
DOI : 10.1121/1.1915893

&. Sumby and . Pollack, Visual Contribution to Speech Intelligibility in Noise, The Journal of the Acoustical Society of America, vol.26, issue.2, pp.212-215, 1954.
DOI : 10.1121/1.1907309

. Talsma, The multifaceted interplay between attention and multisensory integration, Trends in Cognitive Sciences, vol.14, issue.9, pp.400-410, 2010.
DOI : 10.1016/j.tics.2010.06.008

. Tatler, Visual correlates of fixation selection: effects of scale and time, Vision Research, vol.45, issue.5, pp.643-659, 2005.
DOI : 10.1016/j.visres.2004.09.017

. Tatler, The long and the short of it: Spatial statistics at fixation vary with saccade amplitude and task, Vision Research, vol.46, issue.12, pp.1857-1862, 2006.
DOI : 10.1016/j.visres.2005.12.005

. Tatler, Eye guidance in natural vision: Reinterpreting salience, Journal of Vision, vol.11, issue.5, pp.1-23, 2011.
DOI : 10.1167/11.5.5

W. Benjamin and . Tatler, The central fixation bias in scene viewing : Selecting an optimal viewing position independently of motor biases and image feature distributions, Journal of Vision, vol.7, issue.14, pp.1-17, 2007.

]. H. Teager, Some observations on oral air flow during phonation, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol.28, issue.5, pp.599-601, 1980.
DOI : 10.1109/TASSP.1980.1163453

. Thorpe, Speed of processing in the human visual system, Nature, vol.381, issue.6582, pp.520-522, 1996.
DOI : 10.1038/381520a0

R. Willard, . Thurlow, E. Charles, and . Jack, Certain Determinants of the "Ventriloquism Effect, Perceptual and Motor Skills, vol.36, pp.1171-1184, 1973.

]. Tibshirnani, Regression Shrinkage and Selection via the Lasso, Journal of the Royal Statistical Society. Series B (Methodological), vol.58, issue.1, pp.267-288, 1996.

T. S. Tiippana, M. Andersen, and . Sams, Visual attention modulates audiovisual speech perception, European Journal of Cognitive Psychology, vol.16, issue.3, pp.457-472, 2004.
DOI : 10.1080/09541440340000268

]. Todd, Reaction to multiple stimuli, Archives of Psychology, vol.25, 1912.
DOI : 10.1037/13053-000

. Vatikiotis-bateson, Eye movement of perceivers during audiovisualspeech perception, Perception & Psychophysics, vol.37, issue.65, pp.926-940, 1998.
DOI : 10.3758/BF03211929

. Velichkovsky, Two Visual Systems and their Eye Movements : Evidence from Static and Dynamic Scene Perception, In Cognitive Science Society (XXVIIth), vol.86, pp.74-86, 2005.

A. Vilaró, T. Andrew, P. Duchowski, T. Orero, S. Grindinger et al., How sound is the Pear Tree Story? Testing the effect of varying audio stimuli on visual attention distribution, Perspectives, vol.98, issue.1, pp.55-65
DOI : 10.1080/13825570802151454

. Vincent, Do we look at lights? Using mixture modelling to distinguish between low- and high-level factors in natural image viewing, Visual Cognition, vol.1, issue.6-7, pp.6-7, 2009.
DOI : 10.1016/j.neunet.2006.10.001

P. Viola, J. Michael, and . Jones, Robust Real-Time Face Detection, International Journal of Computer Vision, vol.57, issue.2, pp.137-154, 2004.
DOI : 10.1023/B:VISI.0000013087.49260.fb

. Võ, Do the eyes really have it? Dynamic allocation of attention when viewing moving faces, Journal of Vision, vol.12, issue.13, pp.1-14, 2012.
DOI : 10.1167/12.13.3

&. Vroomen and . De-gelder-jean-vroomen-et-beatrice-de-gelder, Sound enhances visual perception: Cross-modal effects of auditory organization on vision., Journal of Experimental Psychology: Human Perception and Performance, vol.26, issue.5, pp.1583-1590, 2000.
DOI : 10.1037/0096-1523.26.5.1583

J. Vroomen, J. Jeroen, and . Stekelenburg, Perception of intersensory synchrony in audiovisual speech: Not that special, Cognition, vol.118, issue.1, pp.75-83, 2011.
DOI : 10.1016/j.cognition.2010.10.002

. Wagner, A pivotable head mounted camera system that is aligned by three-dimensional eye movements, Proceedings of the 2006 symposium on Eye tracking research & applications , ETRA '06, pp.117-124, 2006.
DOI : 10.1145/1117309.1117354

. Walker and . Scott, Auditory?visual conflicts in the perceived duration of lights, tones, and gaps Journal of Experimental Psycho- Bibliographie logy : Human Perception and Performance, pp.1327-1339, 1981.

. Walker, The control of saccade trajectories: Direction of curvature depends on prior knowledge of target location and saccade latency, Perception & Psychophysics, vol.130, issue.1, pp.129-138, 2006.
DOI : 10.3758/BF03193663

. Wandell, Visual Field Maps in Human Cortex, Neuron, vol.56, issue.2, pp.366-383, 2007.
DOI : 10.1016/j.neuron.2007.10.012

. Wang, Quantifying the relationship between visual salience and visual importance, Human Vision and Electronic Imaging XV, pp.2010-87
DOI : 10.1117/12.845231
URL : https://hal.archives-ouvertes.fr/hal-00494592

. Wang, Temporal eye movement strategies during naturalistic viewing, Journal of Vision, vol.12, issue.1, pp.1-27, 2012.
DOI : 10.1167/12.1.16

&. Watanabe, S. Watanabe, and . Shimojo, Attentional Modulation in Perception of Visual Motion Events, Perception, vol.33, issue.4, pp.1041-1054, 1998.
DOI : 10.1037/11059-000

&. Welch, ]. R. Warren, D. H. Welch, and . Warren, Immediate perceptual response to intersensory discrepancy., Psychological Bulletin, vol.88, issue.3, pp.638-667, 1980.
DOI : 10.1037/0033-2909.88.3.638

. Welch, Contributions of audition and vision to temporal rate perception, Perception & Psychophysics, vol.88, issue.4, pp.294-300, 1986.
DOI : 10.3758/BF03204939

M. Jeremy and . Wolfe, Guided Search 2.0 -A revised model of visual search, Psychonomic Bulletin & Review, vol.1, issue.2, pp.202-238, 1994.

. Wright, Sparse Representation for Computer Vision and Pattern Recognition, Proceedings of the IEEE, pp.1031-1044
DOI : 10.1109/JPROC.2010.2044470

O. Wu, E. Kwon, and . Kowler, Fitts???s Law and speed/accuracy trade-offs during sequences of saccades: Implications for strategies of saccadic planning, Vision Research, vol.50, issue.21, pp.2142-2157
DOI : 10.1016/j.visres.2010.08.008

. Xu, Predicting human gaze beyond pixels, Journal of Vision, vol.14, issue.1, pp.1-20
DOI : 10.1167/14.1.28

. Pour-chaque-catégorie-visuelle-et-chaque-métrique, nous avons mené une ANOVA à un facteur intra (les conditions expérimentales) Pour la dispersion et la distance au centre, chaque niveau a 15 items (les stimuli) Pour les amplitudes de saccade et les durées de fixation, p.72

{. Coutrot, A. Caplier, A. Guyader, and N. , Influence of soundtrack on eye movements, EEATS Doctoral School PhD Students' Day, 2012.

. Gipsa-lab, Vision and Brain Signal Processing team 11 rue des mathématiques, 38402 Grenoble Campus, France nathalie.guyader@gipsa-lab

-. Caplier and P. Prof, Alice Caplier is my PhD co-advisor

. Gipsa-lab, Geometry, Perception, Images and Gestures team 11 rue des mathématiques, 38402 Grenoble Campus, France alice.caplier@gipsa-lab

-. Schwartz and P. Prof, Jean-Luc Schwartz was my teacher and is a collaborator. Gipsa-lab Multimodality and Development team 11 rue des mathématiques, 38402 Grenoble Campus, France jean-luc.schwartz@gipsa-lab