Eye Movements and Active Visual Attention Processes

Year 2024, Volume: 44 Issue: 2, 144 - 178, 14.08.2024

Belgüzar Nilay Türkan

https://doi.org/10.26650/SP2023-1378279

Abstract

The eye is not just an organ limited by anatomical and physical boundaries but is solely associated with the sense of sight. Since the Renaissance, the eye has been used in art as a symbol of the viewer's imaginative life. It has also played an important role as a material for understanding the human mind. Research on the anatomy and movements of the eye has a long history, spanning a wide geographical range from ancient Greece to the civilisations of Babylon, Mesopotamia, and Egypt. Eye movement is a behaviour shared by all animal species with basic visual structures. The fundamental function of this behaviour is to create a stable representation of the visual world on the retina at any given time and to facilitate exploration of the environment. The study of eye movements provides important insights into how organisms perceive the world by revealing how they look at it. Within the repertoire of human eye movements, saccadic and fixational movements are the most frequently measured and studied in attention literature. The eye-tracking method offers an objective measurement approach for testing previously proposed attention hypotheses and allows the investigation of parameters such as where a person looks at any given moment and for how long. These parameters are particularly important for visual attention studies. Through the window opened by the eyes, cognitive psychology and its different disciplines can explore numerous topics related to human visual attention and, consequently, the mind. In addition to its role in psychology, eye tracking remains an important methodological tool in many fields related to human attention and perception mechanisms, such as art, advertising, and industry. This review briefly covers the origins of the eye-tracking technique, followed by the basic mechanics of eye movements. Finally, the study discusses the relationship between eye movements and attentional processes, which are essential for various mental tasks.

Keywords

Eye tracking, overt attention, visual attention, eye movements and attention relationship, saccade-fixation repertoire, scene perception

Göz Hareketleri ve Aktif Görsel Dikkat Süreçleri

Abstract

Göz, anatomik ve fiziksel sınırları içinde sadece görme duyusundan ibaret bir organ değildir. Resim sanatında Rönesans’tan bu yana bakışın, bakanın imgesel hayatına gönderme yapan bir sembol olarak göz, bilim insanlarının zihni anlamak için kullandığı önemli bir malzeme niteliğindedir. Gözün anatomisi ve hareketleri üzerine yapılan araştırmalar, antik Yunan'dan Babil, Mezopotamya ve Mısır uygarlıklarına kadar uzanan geniş bir coğrafyada, oldukça köklü bir geçmişe sahiptir. Göz hareketleri insan gibi temel görme yapılarına sahip olan tüm hayvan türleri ile ortak sahip olduğumuz bir davranıştır. Bu davranışın temel işlevi, belirli bir anda görsel dünyanın retinada sabit bir temsilini oluşturmak ve ardından çevrenin keşfedilmesini sağlamaktır. Göz hareketlerini incelemek, organizmanın dünyaya nasıl baktığıyla ilgili bilgi vererek dünyayı nasıl algıladığı konusunda önemli ipuçları sağlamaktadır. İnsanın göz hareketleri repertuvarı arasından sıçrama ve odaklama türü hareketler alan yazında en sık ölçülen ve dikkat ile ilişkisi çalışılan hareketlerdir. Özellikle daha önce ortaya atılmış olan dikkat hipotezlerinin test edilmesinde objektif bir ölçüm yöntemi sunan göz izleme yöntemi ile bir kişinin belirli bir anda nereye, ne kadar süreyle baktığı gibi parametreler incelenebilmektedir. Bu parametreler özellikle görsel dikkat çalışmaları için önemli ölçüm ve analiz imkanı sağlamaktadır. Bilişsel Psikoloji ve psikolojinin farklı disiplinleri gözler aracılığıyla açılan pencereden, insan görsel dikkati ve dolayısıyla zihnine dair pek çok konuyu araştırabilmektedir. Psikoloji disiplinindeki rolüne ek olarak, göz izleme yöntemi, sanat, reklamcılık ve endüstri gibi insanların dikkat ve algı mekanizmaları ile ilişkili birçok alanda önemli bir yöntemsel araç olmaya devam etmektedir. Bu derleme yazısında kısaca göz izleme yönteminin tarihçesi, ardından temel göz hareketleri sistematiği ve son olarak da göz hareketleri ile çeşitli zihinsel görevler için gerekli olan dikkat süreçleri arasındaki ilişkiler ele alınmaktadır.

Keywords

Göz izleme, açık dikkat, görsel dikkat, göz hareketleri ve dikkat ilişkisi, sıçrama-odaklama metrikleri, sahne algısı

References

• Abrams, R. A., Meyer, D. E. ve Kornblum, S. (1989). Speed and accuracy of saccadic eye movements: Characteristics of impulse variability in the oculomotor system. Journal of Experimental Psychology: Human Perception and Performance, 15(3), 529. https://doi.org/10.1037/0096-1523.15.3.529 google scholar
• Alexander, R. G. ve Martinez-Conde, S. (2019). Fixational eye movements. C. Klein ve U. Ettinger (Ed.), Eye movement research: Studies in neuroscience, psychology and behavioral economics içinde (s. 73-115). Springer. https://doi.org/10.1007/978-3-540-29678-2_1764 google scholar
• Alvarez, T. L., Semmlow, J. L. ve Pedrono, C. (2005). Divergence eye movements are dependent on initial stimulus position. Vision Research, 45(14), 1847-1855. https://doi.org/10.1016/j.visres.2005.01.017 google scholar
• Amador, N., Schlag-Rey, M. ve Schlag, J. (1998). Primate antisaccades. I. Behavioral characteristics. Journal ofNeurophysiology 80(4), 1775-1786. https://doi.Org/10.1152/jn.1998.80.4.1775 google scholar
• Amor, T. A., Reis, S. D., Campos, D., Herrmann, H. J. ve Andrade Jr, J. S. (2016). Persistence in eye movement during visual search. Scientific Reports, 6(1), 20815. https://doi.org/10.1038/srep20815 google scholar
• Andrade, M.Â., Cipriano, M. ve Raposo, A. (2024). ObScene database: Semantic congruency norms for 898 pairs of object-scene pictures. Behavior Research Methods, 56, 3058-3071. https://doi.org/10.3758/s13428-023-02181-7 google scholar
• Armstrong, T. ve Olatunji, B. O. (2012). Eye tracking of attention in the affective disorders: A meta-analytic review and synthesis. Clinical Psychology Review, 32(8), 704-723. https://doi.org/10.1016/j.cpr.2012.09.004 google scholar
• Ashby, J., Rayner, K. ve Clifton, C. (2005). Eye movements of highly skilled and average readers: Differential effects of frequency and predictability. Quarterly Journal of Experimental Psychology Section A: Human Experimental Psychology, 58(6), 1065-1086. https://doi.org/10.1080/02724980443000476 google scholar
• Awh, E., Belopolsky, A. V. ve Theeuwes, J. (2012). Top-down versus bottom-up attentional control: A failed theoretical dichotomy. Trends in Cognitive Sciences, 16(8), 437-443. https://doi: 10.1016/j.tics.2012.06.010 google scholar
• Baddeley, R. J. ve Tatler, B. W. (2006). High frequency edges (but not contrast) predict where we fixate: A Bayesian system identification analysis. Vision Research, 46, 2824-2833. https://doi.org/10.1016/j.visres.2006.02.024 google scholar
• Bahill, A. T., Clark, M. R. ve Stark, L. (1975). The main sequence, a tool for studying human eye movements. Mathematical Biosciences, 24(3-4), 191-204. https://doi.org/10.1016/0025-5564(75)90075-9 google scholar
• Bar, M. (2004). Visual objects in context. Nature Reviews/ Neuroscience, 5, 617-629. https://doi.org/ 10.1038/nrn1476 google scholar
• Bar-Haim, Y., Lamy, D., Pergamin, L., Bakermans-Kranenburg, M. J. ve Van Ijzendoorn, M. H. (2007). Threat-related attentional bias in anxious and nonanxious individuals: A meta-analytic study. Psychological Bulletin, 133 (1), 1. https://doi.org/10.1037/0033-2909.133.1.1 google scholar
• Barnes, G. R. (2011). Ocular pursuit movements. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The Oxford handbook of eye movements içinde (s. 115-132). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.013.0007 google scholar
• Belting, H. (2020). İbnü’l Heysem’in ışık ölçümü. Z. A. Yılmazer (Çev.). Floransa ve Bağdat içinde (s. 97-134). Koç Üniversitesi Yayınları. google scholar
• Buswell, G. T. (1935). How people look at pictures: A study of the psychology of perception in art. University of Chicago Press. google scholar
• Bridgeman, B. (1983). Mechanisms of space constancy. A. Hein ve M. Jeannerod (Ed.), Spatially oriented behavior içinde (s. 263-279). Springer. https://doi.org/10.1007/978-1-4612-5488-1_15 google scholar
• Brown, B. (1972). Dynamic visual acuity, eye movements and peripheral acuity for moving targets. Vision Research, 12, 305-321. https://doi.org/10.1016/0042-6989(72)90120-4 google scholar
• Brouwer, A. M., Franz, V. H. ve Gegenfurtner, K. R. (2009). Differences in fixations between grasping and viewing objects. Journal of Vision, 9(1), 18-18. https://doi.org/10.1167/9.1.18 google scholar
• Brunye, T. T., Drew, T., Weaver, D. L. ve Elmore, J. G. (2019). A review of eye tracking for understanding and improving diagnostic interpretation. Cognitive Research: Principles and Implications, 4(1), 1-16. https://doi.org/10.1186/s41235-019-0159-2 google scholar
• Cangöz, B., Oktay, B., Ruzgar Kayıran, N. ve Karamanoğlu, S. (2021). Art education and expertise: An eye tracking study. Hacettepe Üniversitesi Edebiyat Fakültesi Dergisi, 38(1), 259-271. https://doi.org/10.32600/huefd.780593 google scholar
• Capozzi, F. ve Kingstone, A. (2024). The effects of visual attention on social behavior. Social and Personality Psychology Compass, 18(1), e12910. https://doi.org/10.1111/spc3.12910 google scholar
• Capozzi, F. ve Ristic, J. (2018). How attention gates social interactions. Annals of the New York Academy of Sciences, 1426 (1), 179-198. https://doi.org/10.1111/nyas.13854 google scholar
• Carrasco, M. (2011). Visual attention: The past 25 years. Vision Research, 51(13), 1484-1525. https://doi.org/10.1016/j.visres.2011.04.012 google scholar
• Caseras, X., Gamer, M., Bradley, B. P. ve Mogg, K. (2007). Biases in visual orienting to negative and positive scenes in dysphoria: An eye movement study. Journal of Abnormal Psychology, 116, 491-7. https://doi.org/10.1037/0021-843x.116.3.491 google scholar
• Castelhano, M. S. ve Henderson, J. M. (2008). The influence of color on the perception of scene gist. Journal ofExperimental Psychology: Human Perception and Performance, 34(3), 660-675. https://doi: 10.1037/0096-1523.34.3.660 google scholar
• Castelhano, M. S. ve Rayner, K. (2008). Eye movements during reading, visual search, and scene perception: An overview. K. Rayner, D. Shen, X. Bai ve G. Yan (Ed.), Cognitive and cultural influences on eye movements içinde (s. 3-33). Tianjin People’s Publishing House. google scholar
• Castelhano, M. S., Mack, M. L. ve Henderson, J. M. (2009). Viewing task influences eye movement control during active scene perception. Journal of Vision, 9(3), 1-15. https://doi.org/10.1167/9.3.6 google scholar
• Cimminella, F., Sala, S. D. ve Coco, M. I. (2020). Extra-foveal processing of object semantics guides early overt attention during visual search. Attention, Perception, & Psychophysics, 82, 655-670. https://doi.org/10.3758/s13414-019-01906-1 google scholar
• Charness, N., Reingold, E. M., Pomplun, M. ve Stampe, D. M. (2001). The perceptual aspect of skilled performance in chess: Evidence from eye movements. Memory & Cognition, 29(8), 1146-1152. https://doi.org/10.3758/bf03206384 google scholar
• Collewijn, H. ve Kowler, E. (2008). The significance of microsaccades for vision and oculomotor control. Journal of Vision, 8(14), 1-21. https://doi.org/10.1167/8.14.20 google scholar
• Cornelissen, T. H. ve Vö, M. L. H. (2016). Stuck on semantics: Processing of irrelevant object-scene inconsistencies modulates ongoing gaze behavior. Attention, Perception, & Psychophysics, 1-15. https://doi.org/ 10.37.58/s13414-016-1203-7 google scholar
• Curcio, C. A., Sloan, K. R., Kalina, R. E. ve Hendrickson, A. E. (1990). Human photoreceptor topography. The Journal of Comparative Neurology, 292(4), 497-523. https://doi.org/ 10.1002/cne.902920402 google scholar
• De Graef, P., Christiaens, D. ve d’Ydewalle, G. (1990). Perceptual effects of scene context on object identification. Psychological Research, 52, 317-329. https://doi.org/ 10.1007/BF00868064 google scholar
• Deubel, H. ve Schneider, W. X. (1996). Saccade target selection and object recognition: Evidence for a common attentional mechanism. Vision Research, 36, 1827-1837. https://doi.org/10.1016/0042-6989(95)00294-4 google scholar
• Distler, C. ve Hoffmann, K. P. (2011). The optokinetic reflex. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The Oxford handbook of eye movements içinde (s. 65-83). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.013.0004 google scholar
• Di Stasi, L. L., Catena, A., Canas, J. J., Macknik, S. L. ve Martinez-Conde, S. (2013). Saccadic velocity as an arousal index in naturalistic tasks. Neuroscience & Biobehavioral Reviews, 37(5), 968-975. https://doi.org/10.1016/j.neubiorev.2013.03.011 google scholar
• Dodge, R. (1903). Five types of eye movement in the horizontal meridian plane of the field of regard. google scholar
• American Journal ofPhysiology, 8(4), 307-329. https://doi.Org/10.1152/ajplegacy.1903.8.4.307 google scholar
• Duchowski, A. T. (2007). Eye tracking methodology (2. basım). Springer- Verlag. https://doi.org/10.1007/978-1-84628-609-4 google scholar
• Engbert, R. ve Kliegl, R. (2003). Microsaccades uncover the orientation of covert attention. Vision Research, 43(9),1035-45. https://doi.org/10.1016/s0042-6989(03)00084-1 google scholar
• Findlay, J. M. ve Gilchrist, I. D. (2003). Active vision ( 3. basım). Oxford University Press. google scholar
• Fooken, J., Kreyenmeier, P. ve Spering, M. (2021). The role of eye movements in manual interception: A mini-review. Vision Research, 183, 81-90. https://doi.org/10.1016/j.visres.2021.02.007 google scholar
• Foulsham, T. (2015). Scene perception. J. M. Fawcett, E. F. Risko ve A. Kingstone (Ed.), The handbook of attention içinde (s. 257-280). Boston Review. google scholar
• Foulsham, T. (2019). Scenes, saliency maps and scanpaths. C. Klein ve U. Ettinger (Ed.), Eye movement research: Studies in neuroscience, psychology and behavioral economics içinde (s. 197-238). Springer. https://doi.org/10.1007/978-3-030-20085-5_6 google scholar
• Foulsham, T. ve Underwood, G. (2007). How does the purpose of inspection influence the potency of visual salience in scene perception? Perception, 36, 1123-1138. https://doi.org/10.1068/p5659 google scholar
• Foulsham, T. ve Underwood, G. (2009). Does conspicuity enhance distraction? Saliency and eye landing position when searching for objects. The Quarterly Journal Of Experimental Psychology, 62(6), 1088-1098. https://doi.org/ 10.1080/17470210802602433 google scholar
• Forrester, J. V., Dick, A. D., McMenamin, P. G., Roberts, F. ve Pearlman, E. (2016). The Eye: Basic sciences in practice (4. baskı). W.B. Saunders. google scholar
• Gareze, L. ve Findlay, J. M. (2007). Absence of scene context effects in object detection and eye gaze capture. R. P. Gompel, M. H. Fischer, W. S. Murray ve R. L. Hill (Ed.), Eye movements: A window on mind and brain içinde (s. 617-637). Elsevier. https://doi.org/10.1016/b978-008044980-7/50031-8 google scholar
• Geisler, W. S. ve Cormack, L. K. (2011). Models of overt attention. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The Oxford handbook of eye movements içinde (s. 439-454). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.013.0024 google scholar
• Gilchrist, I. D. (2011). Saccades. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The Oxford handbook of eye movements içinde (s. 85-94). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.001.0001 google scholar
• Godijn, R. ve Pratt, J. (2002). Endogenous saccades are preceded by shifts of visual attention: Evidence from cross-saccadic priming effects. Acta Psychologica, 110, 83-102. https://doi.org/10.1016/s0001-6918(01)00071-3 google scholar
• Godijn, R. ve Theeuwes, J. (2002). Programming of endogenous and exogenous saccades: evidence for a competitive integration model. Journal of Experimental Psychology: Human Perception and Performance, 28, 1039-1054. https://doi.org/10.1037/0096-1523.28.5.1039 google scholar
• Goldstein, E. B. (2013). Sensation & Perception. Cengage Learning. google scholar
• Goodale, M. ve Milner, D. (2006). The visual brain in action. Oxford Psychology Series. Oxford University Press. google scholar
• Goodman, L. R. ve Felson, B. (2007). Felson’s principles of chest roentgenology. Elsevier. google scholar
• Greenlee, M. W. ve Kimmig, H. (2019). Visual perception and eye movements. C. Klein ve U. Ettinger (Ed.), Eye movement research. Studies in neuroscience, psychology and behavioral economics içinde (s. 165-196). Springer. https://doi.org/10.1007/978-3-030-20085-5_5 google scholar
• Harris, C. M. ve Wolpert, D. M. (2006). The main sequence of saccades optimizes speed-accuracy trade-off. Biological Cybernetics, 95(1), 21-29. https://doi.org/10.1007/s00422-006-0064-x google scholar
• Harvey, A. G., Watkins, E. ve Mansell, W. (2004). Cognitive behavioural processes across psychological disorders: A transdiagnostic approach to research and treatment. Oxford University Press. google scholar
• Hayes, T. R. ve Henderson, J. M. (2019). Scene semantics involuntarily guide attention during visual search. Psychonomic Bulletin and Review, 26, 1683-1689. https://doi.org/10.3758/s13423-019-01642-5 google scholar
• Henderson, J. M. (2011). Eye movements and scene perception. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The Oxford handbook of eye movements içinde (s. 593-606). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.013.0033 google scholar
• Henderson, J. M. ve Ferreira, F. (2004). Scene perception for psycholinguists. J. M. Henderson ve F. Ferreira (Ed.), The Interface of language, vision, and action: Eye movements and the visual world içinde (s. 1-58). New Psychology Press. google scholar
• Henderson, J. M. ve Hollingworth, A. (1998). Eye movements during scene viewing: An overview. G. Underwood (Ed.), Eye guidance in reading and scene perception içinde (s. 269-293). Elsevier Science Ltd. https://doi.org/10.1016/b978-008043361-5/50013-4 google scholar
• Henderson, J. M. ve Hollingworth, A. (1999a). The role of fixation position in detecting scene changes across saccades. Psychological Science, 10, 438-443. https://doi.org/10.1111/1467-9280.00183 google scholar
• Henderson, J. M. ve Hollingworth, A. (1999b). High-level scene perception. Annual Review of Psychology, 50, 243-71. https://doi.org/10.1146/annurev.psych.50.1.243 google scholar
• Hollingworth, A. ve Henderson, J. M. (2000). Semantic informativeness mediates the detection of changes in natural scenes. Visual Cognition, 7(1-3), 213-235. https://doi.org/10.1080/135062800394775 google scholar
• Henderson, J. M., Pollatsek, A. ve Rayner, K. (1989). Covert visual attention and extrafoveal information during object identification. Perception & Psychophysics, 45, 196-208. https://doi.org/10.3758/bf03210697 google scholar
• Henderson, J. M., Williams, C. C., Castelhano, M. ve Falk, R. J. (2003). Eye movements and picture processing during recognition. Perception & Psychophysics, 65, 725-734. https://doi.org/10.3758/bf03194809 google scholar
• Hess, B. J. M. (2011). Vestibular response. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The Oxford handbook of eye movements içinde (s. 45-65). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.013.0003 google scholar
• Hollingworth, A. ve Henderson, J. M. (2000). Semantic informativeness mediates the detection of changes in natural scenes. Visual Cognition, 7, 213-235. https://doi.org/ 10.1080/135062800394775 google scholar
• Holmqvist, K., Nyström, M., Andersson, R., Dewhurst, R., Jarodzka, H. ve Van de Weijer, J. (2011). Eye tracking: A comprehensive guide to methods and measures. Oxford University Press. google scholar
• Hooge, I. T. ve Erkelens, C. J. (1996). Control of fixation duration in a simple search task. Perception & Psychophysics, 58 (7), 969-976. https://doi.org/10.3758/bf03206825 google scholar
• Huber-Huber, C., Ditye, T., Fernandez, M. M. ve Ansorge, U. (2016). Using temporally aligned event-related potentials for the investigation of attention shifts prior to and during saccades. Neuropsychologia, 92, 129-141. https://doi.org/10.1016/j.neuropsychologia.2016.03.035 google scholar
• Hutton, S. (2024). Sıçrama hareketinin ölçüm parametreleri [Şekil]. Eye tracking terminology-eye movements. https://www.sr-research.com/eye-tracking-blog/background/eye-tracking-terminology -eye-movements/ adresinden 15.02.2024 tarihinde alınmıştır. google scholar
• Itti, L. ve Koch, C. (2000). A saliency-based search mechanism for overt and covert shifts of visual attention. Vision Research, 40(10), 1489-1506. https://doi.org/10.1016/s0042-6989(99)00163-7 google scholar
• Itti, L., Koch, C. ve Niebur, E. (1998). A model of saliency-based visual attention for rapid scene analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(11), 1254-1259. https://doi.org/10.1109/34.730558 google scholar
• Jacobs, R. J. (1979). Visual resolution and contour interaction in the fovea and periphery. Vision Research, 19(11), 1187-1195. https://doi.org/10.1016/0042-6989(79)90183-4 google scholar
• Kotowicz, A., Rutishauser, U. ve Koch, C. (2010). Time course of target recognition in visual search. Frontiers in Human Neuroscience, 4, 31. https://doi.org/10.3389/fnhum.2010.00031 google scholar
• Kowler, E. (2009). Attention and eye movements. L. R. Squire, F. E. Bloom, N. C. Spitzer, F. Gage ve T. Albright (Ed.), Encyclopedia of neuroscience içinde (s. 605-616). Elsevier Ltd. https://doi.org/10.1016/b978-008045046-9.01087-1 google scholar
• Kowler, E. (2011). Eye movements: The past 25 years. Vision Research, 51(13), 1457-1483. https://doi.org/10.1016/j.visres.2010.12.014 google scholar
• Kowler, E., Anderson, E., Dosher, B. ve Blaser, E. (1995). The role of attention in the programming ofsaccades. Vision Research, 35, 1897-1916. https://doi.org/10.1016/0042-6989(94)00279-u google scholar
• Kristjansson, A. (2011). The intriguing interactive relationship between visual attention and saccadic eye movements. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The Oxford handbook of eye movements içinde (s. 455-469). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.013.0025 google scholar
• Kundel, H. L., Nodine, C. F., Krupinski, E. A. ve Mello-Thoms, C. (2008). Using gaze-tracking data and mixture distribution analysis to support a holistic model for the detection of cancers on mammograms. Academic Radiology, 15(7), 881-886. https://doi.org/10.1016/j.acra.2008.01.023 google scholar
• Lai, M. L., Tsai, M. J., Yang, F. Y., Hsu, C. Y., Liu, T. C., Lee, S. W. Y., Lee, M. H., Chiou, G. L., Liang J. C. ve Tsai, C. C. (2013). A review of using eye-tracking technology in exploring learning from 2000 to 2012. Educational Research Review, 10, 90-115. https://doi.org/10.1016/j.edurev.2013.10.001 google scholar
• Land, M. F. (2006). Eye movements and the control of actions in everyday life. Progress in Retinal and Eye Research, 25(3), 296-324. https://doi.org/10.1016/j.preteyeres.2006.01.002 google scholar
• Land, M. F. (2015). Eye movements of vertebrates and their relation to eye form and function. Journal of Comparative Physiology A, 201(2), 195-214. https://doi.org/10.1007/s00359-014-0964-5 google scholar
• Land, M. F. (2019). The evolution of gaze shifting eye movements. Processes of Visuospatial Attention and Working Memory, 41(3) 3-11. https://doi.org/10.1007/7854_2018_60 google scholar
• Land, M. F. ve Hayhoe, M. (2001). In what ways do eye movements contribute to everyday activities. Vision Research, 41, 3559-3565. https://doi.org/10.1016/s0042-6989(01)00102-x google scholar
• Lencer, R., Sprenger A. ve Trillenberg, P. (2019). Smooth eye movements in humans: Smooth pursuit, optokinetic nystagmus and vestibular ocular reflex. C. Klein ve U. Ettinger (Ed.), Eye movement research: Studies in neuroscience, psychology and behavioral economics içinde (s. 117-163). Springer, Cham. https://doi.org/10.1007/978-3-030-20085-5_4 google scholar
• Liu, B., Nobre, A. C. ve van Ede, F. (2022). Functional but not obligatory link between microsaccades and neural modulation by covert spatial attention. Nature Communications, 13(1), 3503. https://doi.org/10.1038/s41467-022-31217-3 google scholar
• Liu, B., Nobre, A. C. ve van Ede, F. (2023). Microsaccades transiently lateralise EEG alpha activity. Progress in Neurobiology, 224, 102433. https://doi.org/10.1016/j.pneurobio.2023.102433 google scholar
• Liversedge, S. P. (2008). Binocular eye movements during reading. K. Rayner, D. Shen, X. Bai ve G. Yan (Ed.), Cognitive and cultural influences on eye movements içinde (s. 108-122). Tianjin People’s Publishing House. google scholar
• Liversedge, S. P. ve Findlay, J. M. (2000). Saccadic eye movements and cognition. Trends in Cognitive Sciences, 4(1), 6-14. https://doi.org/ 10.1016/s1364-6613(99)01418-7 google scholar
• Livingstone, M. (2014). Vision and art : The biology of seeing (revised and expanded edition). Abrams. google scholar
• Lock, J. (1689/1975). An essay concerning human understanding. google scholar
• https://www.gutenberg.org/files/10615/10615-h/10615-h.htm adresinden 07.02.2024 tarihinde alınmıştır. google scholar
• Loftus, G. R. ve Mackworth, N. H. (1978). Cognitive determinants of fixation location during picture viewing. Journal of Experimental Psychology: Human Perception and Performance, 4, 565572. https://doi:10.1037/0096-1523.4.4.565 google scholar
• Loschky, L. C., Nuthmann, A., Fortenbaugh, F. C. ve Levi, D. M. (2017). Scene perception from central to peripheral vision. Journal of Vision, 17(1), 1-5. https://doi:10.1167/17.1.6 google scholar
• Lowe, M. X., Rajsic, J., Ferber, S. ve Walther, D. B. (2018). Discriminating scene categories from brain activity within 100 milliseconds. Cortex, 106, 275-287. https://doi.org/10.1016/j.cortex.2018.06.006 google scholar
• Luck, S. J. ve Hillyard, S. A. (1994). Spatial filtering during visual search: Evidence from human electrophysiology. Journal of Experimental Psychology: Human Perception and Performance, 20(5), 1000-1014. http://doi.Org/10.1037/0096-1523.20.5.1000. google scholar
• Manning, D., Ethell, S., Donovan, T. ve Crawford, T. (2006). How do radiologists do it? The influence of experience and training on searching for chest nodules. Radiography, 12(2), 134-142. https://doi.org/10.1016/j.radi.2005.02.003 google scholar
• Martinez-Conde, S. ve Macknik, S. L. (2011). Microsaccades. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The Oxford handbook of eye movements içinde (s. 45-65). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.013.0006 google scholar
• Martinez-Conde, S. ve Macknik, S. L. (2017). Unchanging visions: The effects and limitations of ocular stillness. Philosophical Transactions of the Royal Society B: Biological Sciences, 372(1718), 20160204. https://doi.org/10.1098/rstb.2016.0204 google scholar
• Martinez-Conde, S., Macknik, S. L. ve Hubel, D. H. (2004). The role of fixational eye movements in visual perception. Nature Reviews Neuroscience, 5(3), 229-40. https://doi.org/10.1038/nrn1348 google scholar
• Martinez-Conde S., Macknik, S. L., Troncoso, X. G. ve Dyar, T. A. (2006). Microsaccades counteract visual fading during fixation. Neuron, 49(2), 297-305. https://doi.org/10.1016/j.neuron.2006.02.007 google scholar
• Mathöt, S. ve Theeuwes, J. (2011). Visual attention and stability. Philosophical Transactions of the Royal Society B: Biological Sciences, 366(1564), 516-527. https://doi.org/ 10.1098/rstb.2010.0187 google scholar
• Matin, E. (1974). Saccadic suppression: A review and an analysis. Psychological Bulletin, 81(12), 899. https://doi.org/10.1037/h0037368 google scholar
• Matlow, R. B., Gard, D. E., Berg, D. J., Krausova, M. ve Jones, R. (2008). Difficulty disengaging from affective stimuli in anxiety: Converging evidence of reaction time and eye movement. Psychophysiology, 45,S50-1. google scholar
• Maturi, K. S. ve Sheridan, H. (2020). Expertise effects on attention and eye-movement control during visual search: Evidence from the domain of music reading. Attention, Perception, & Psychophysics, 82, 2201-2208. https://doi.org/10.3758/s13414-020-01979-3 google scholar
• McCamy, M. B., Macknik, S. L. ve Martinez-Conde, S. (2014). Different fixational eye movements mediate the prevention and the reversal of visual fading. The Journal of Physiology, 592(19), 4381-4394. https://doi.org/10.1113/jphysiol.2014.279059 google scholar
• Meister, M. ve Tessier-Lavigne, M. (2021). Low-level visual processing: The retina. S. A. Siegelbaum, J. D. Koester, S. H. Mack ve E. R. Kandel (Ed.), Principles of neural science içinde (6. Baskı, s. 521-544). McGraw Hill LLC. google scholar
• Mills, M., Hollingworth, A., Van der Stigchel, S., Hoffman, L. ve Dodd, M. D. (2011). Examining the influence of task set on eye movements and fixations. Journal of Vision, 11(8), 17. https://doi.org/10.1037/e520592012-445 google scholar
• Mogg, K., Millar, N. ve Bradley, B. P. (2000). Biases in eye movements to threatening facial expressions in generalized anxiety disorder and depressive disorder. Journal of Abnormal Psychology, 109(4), 695. https://doi.org/10.1037/0021-843x.109.4.695 google scholar
• Murphy, B. J. (1978). Pattern thresholds for moving and stationary gratings during smooth eye movement. Vision Research, 18, 521-530. https://doi.org/10.1016/0042-6989(78)90196-7 google scholar
• Nodine, C. F., Locher, P. J. ve Krupinski, E. A. (1993). The role of formal art training on perception and aesthetic judgment of art compositions. Leonardo, 26(3) 219-227. https://doi.org/10.2307/1575815 google scholar
• Neider, M. B. ve Zelinsky, G. J. (2006). Scene context guides eye movements during visual search. Vision Research, 46(5), 614-621. https://doi.org/10.1016/j.visres.2005.08.025 google scholar
• Nelson, A. L., Quigley, L., Carriere, J., Kalles, E., Smilek, D. ve Purdon, C. (2022). Avoidance of mild threat observed in generalized anxiety disorder (GAD) using eye tracking. Journal of Anxiety Disorders, 88, 102577. https://doi.org/10.1016/j.janxdis.2022.102577 google scholar
• Nobre, A. C. ve Kastner, S. (2014). Attention: Time capsule 2013. S. Kastner (Ed.), The oxford handbook of attention içinde (s. 912-928). Oxford University Press. google scholar
• Noton, D. ve Stark, L. (1971). Scanpaths in saccadic eye movements while viewing and recognizing patterns. Vision Research, 11(9), 929. https://doi.org/10.1016/0042-6989(71)90213-6 google scholar
• Oliva, A. ve Torralba, A. (2007). The role of context in object recognition. Trends in Cognitive Sciences, 11, 520-527. https://doi:10.1016/j.tics.2007.09.009 google scholar
• Öhlschlager, S. ve Vö, M. L. (2017). SCEGRAM: An image database for semantic and syntactic inconsistencies in scenes. Behavior Research Methods, 49, 1780-1791. https://doi.org/10.3758/s13428-016-0820-3 google scholar
• Paeye, C. ve Madelain, L. (2011). Reinforcing saccadic amplitude variability. Journal of the Experimental Analysis of Behavior, 95, 149-162. https://doi.org/10.1901/jeab.2011.95-149 google scholar
• Paoletti, D., Weaver, M. D., Braun, C. ve van Zoest, W. (2014). Trading off stimulus salience for identity: A cueing approach to disentangle visual selection strategies. Vision Research, 113, 116-124. https://doi.org/10.1016/j.visres.2014.08.003 google scholar
• Paoletti, D., Braun, C., Vargo, E. J. ve van Zoest, W. (2019). Spontaneous pre-stimulus oscillatory activity shapes the way we look: A concurrent imaging and eye-movement study. European Journal of Neuroscience, 49(1), 137-149. https://doi.org/10.1111/ejn.14285 google scholar
• Parker, R. E. (1978). Picture processing during recognition. Journal of Experimental Psychology: Human Perception and Performance, 4, 284-293. https://doi: 10.1037/0096-1523.4.2.284 google scholar
• Parker, A. J., Harris, J. M., Cumming, B. G. ve Sumnall, J. H. (1996). Binocular correspondence in stereoscopic vision. Eye, 10(2), 177-181. https://doi.org/10.1038/eye.1996.44 google scholar
• Pierce, J. E., Brett, A., Clementz ve McDowell, J. E. (2019). Saccades: Fundamentals and neural mechanisms. C. Klein ve U. Ettinger (Ed.), Eye movement research: Studies in neuroscience, psychology and behavioral economics içinde (s.11-71). Springer. https://doi.org/10.1007/978-3-030-20085-5_2 google scholar
• Poletti, M. (2023). An eye for detail: Eye movements and attention at the foveal scale. Vision Research, 211, 108277. https://doi.org/10.1016/j.visres.2023.108277 google scholar
• Poletti, M., Listorti, C. ve Rucci, M. (2013). Microscopic eye movements compensate for nonhomogeneous vision within the fovea. Current Biology, 23(17), 1691-5. https://doi.org/10.1016/j.cub.2013.07.007 google scholar
• Poletti, M. ve Rucci, M. (2016). A compact field guide to the study of microsaccades: Challenges and functions. Vision Research, 118, 83-97. https://doi.org/10.1016/j.visres.2015.01.018 google scholar
• Rayner, K. (1998). Eye movements in reading and information processing: 20 years of research. Psychological bulletin, 124(3), 372. https://doi.org/10.1037/0033-2909.124.3.372 google scholar
• Rayner, K. (2009). Eye movements and attention in reading, scene perception, and visual search. The Quarterly Journal of Experimental Psychology, 62(8), 1457-1506. https://doi.org/10.1080/17470210902816461 google scholar
• Rayner, K. ve Castelhano, M. S. (2008). Eye movements during reading, scene perception, visual search, and while looking at print advertisements. M. Wedel ve R. Pieters (Ed.), Visual marketing: From attention to action içinde (s. 9-42). Taylor & Francis Group/Lawrence Erlbaum Associates. google scholar
• Rayner, K., Reichle, E. D., Stroud, M. J., Williams, C. C. ve Pollatsek, A. (2006). The effect of word frequency, word predictability, and font difficulty on the eye movements of young and older readers. Psychology and Aging, 21(3), 448. https://doi.org/10.1037/0882-7974.21.3.448 google scholar
• Reingold, E. M., Charness, N., Pomplun, M. ve Stampe, D. M. (2001). Visual span in expert chess players: Evidence from eye movements. Psychological Science, 12(1), 48-55. https://doi.org/10.1111/1467-9280.00309 google scholar
• Rensink, R. A., O’Regan, J.K. ve Clark, J. J. (1997). To see or not to see: The need for attention to perceive changes in scenes. Psychological Science, 8, 268-373. https://doi.org/10.1111/j.1467-9280.1997.tb00427.x google scholar
• Rizzolatti, G., Riggio, L. ve Sheliga, B. M. (1994). Space and selective attention. Attention and Performance XV, 15, 231-265. https://doi.org/10.7551/mitpress/1478.003.0016 google scholar
• Rolfs, M. (2009). Microsaccades: Small steps on a long way. Vision Research, 49(20), 2415-2441. https://doi.org/10.1016/j.visres.2009.08.010 google scholar
• Rucci, M., McGraw, P. V. Krauzlis, R. J. (2016). Fixational eye movements and perception. Vision Research, 118, 1-4. https://doi.Org/10.1016/j.visres.2015.12.001 google scholar
• Rudaizky, D., Basanovic, J. ve MacLeod, C. (2014). Biased attentional engagement with, and disengagement from, negative information: Independent cognitivepathways to anxiety vulnerability? Cognition & Emotion, 28(2), 245-259. https://doi.org/10.1080/02699931.2013.815154 google scholar
• Saccades and microsaccades. Wikimedia Commons. https://commons.wikimedia.org/wiki/File:Sacc-ades_and_Microsaccades.jpg. adresinden 15.02.2024 tarihinde alınmıştır. google scholar
• Sanchez, A., Vazquez, C., Marker, C., LeMoult, J. ve Joormann, J. (2013). Attentional disengagement predicts stress recovery in depression: An eye-tracking study. Journal of Abnormal Psychology, 122(2), 303-313. https://doi.org/10.1037/a0031529 google scholar
• Shamsi, F., Chen, V., Liu, R., Pergher, V. ve Kwon, M. (2021). Functional field of view determined by crowding, aging, or glaucoma under divided attention. Translational Vision Science & Technology, 10(14), 1-14. https://doi.org/10.1167/tvst.10.14.14 google scholar
• Sheliga, B. M., Riggio, L. ve Rizzolatti, G. (1995). Spatial attention and eye movements. Experimental Brain Research, 105, 261-275. https://doi.org/10.1007/bf00240962 google scholar
• Shiffrin, R. M. ve Schneider, W. (1977). Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. Psychological Review, 84(2), 127-190. https://doi.org/10.1037/0033-295X.84.1.1 google scholar
• Schofield, C. A., Johnson, A. L., Inhoff, A. W. ve Coles, M. E. (2012). Social anxiety and difficulty disengaging threat: Evidence from eye-tracking. Cognition & Emotion, 26(2), 300-311. https://doi.org/10.1080/02699931.2011.602050 google scholar
• Snowden, R.J., Thompson, P. ve Troscianko, T. (2012). Basic Vision: An introduction to visual perception. Oxford University Press, Revised Edition. google scholar
• Spotorno, S. ve Tatler, B. W. (2017). The elephant in the room: Inconsistency in scene viewing and representation. Journal of Experimental Psychology: Human Perception and Performance, 43(10), 1717-1743. https://doi.org/10.1037/xhp0000456 google scholar
• Strasburger, H. (2020). Seven Myths on Crowding and Peripheral Vision. i-Perception, 11(3), 1-46. https://doi.org/10.7287/peerj.preprints.27353v4 google scholar
• Tatler, B. W. (2014). Eye movements from laboratory to life. M. Horsley, M. Eliot, B. A. Knight ve R. Reilly (Ed.), Current trends in eye tracking research içinde (s. 17-35). Springer. https://doi.org/10.1007/978-3-319-02868-2_2 google scholar
• Tatler, B.W., Hayhoe, M. M., Land, M. F. ve Ballard, D. H. (2011). Eye guidance in natural vision: Reinterpreting salience. Journal of Vision, 11(5), 5. https://doi.org/10.1167/11.5.5 google scholar
• Tobii Annual Research Report. (2022). Scientific publications with Tobii eye tracking solutions. https://www.tobii.com/resource-center/reports-and-papers/annual-research-report adresinden 30.04.2024 tarihinde alınmıştır. google scholar
• Toh, W. L., Rossell, S. L. ve Castle, D. J. (2011). Current visual scanpath research: A review of investigations into the psychotic, anxiety, and mood disorders. Comprehensive Psychiatry, 52(6), 567-579. https://doi.org/10.1016/j.comppsych.2010.12.005 google scholar
• Torralba, A., Oliva, A., Castelhano, M. S. ve Henderson, J. M. (2006). Contextual guidance of eye movements and attention in real-world scenes: The role of global features in object search. Pyschological Review, 113, 766-786. https://doi.org/10.1037/0033-295X.113.4.766 google scholar
• Türkan, B. N., İyilikci, O. ve Amado, S. (2021). Ways of processing semantic information during different change detection tasks. Visual Cognition, 29(6), 366-378. https://doi.org/10.1080/13506285.2021.1927276 google scholar
• Two types of fixational eye movement. Wikimedia Commons. https://commons.wikimedia.org/wiki/File:Two_Types_of_Fixational_Eye_Movement.png. adresinden 15.02.24 tarihinde alınmıştır. google scholar
• Underwood, G. ve Foulsham, T. (2006). Visual saliency and semantic incongruency influence eye movements when inspecting pictures. Quarterly Journal of Experimental Psychology, 59(11), 1931-1949. https://doi.org/10.1080/17470210500416342 google scholar
• Underwood, G., Humphreys, L. ve Cross, E. (2007). Congruency, saliency, and gist in the inspection of objects in natural scenes. R. P. G. van Gompel, M. H. Fischer, W. S. Murray ve R. L. Hill (Ed.), Eye Movements: A window on mind and brain içinde (s. 564—579). Elsevier. https://doi.org/10.1016/b978-008044980-7/50028-8 google scholar
• Valsecchi, M. ve Gegenfurtner, K. R. (2015). Control of binocular gaze in a high-precision manual task. Vision Research, 110, 203-214. https://doi.Org/10.1016/j.visres.2014.09.0o5 google scholar
• Van der Gijp, A., Ravesloot, C. J., Jarodzka, H., van der Schaaf, M. F., van der Schaaf, I. C. ve van Schaik, J. P. J. (2017). How visual search relates to visual diagnostic performance: A narrative systematic review of eye-tracking research in radiology. Advances in Health Sciences Education, 22, 765-787. https://doi.org/10.1007/s10459-016-9698-1 google scholar
• Van der Stigchel, S., Meeter, M. ve Theeuwes, J. (2006). Eye movement trajectories and what they tell us. Neuroscience & Biobehavioral Reviews, 30(5), 666-679. https://doi.org/10.1016/j.neubiorev.2005.12.001 google scholar
• Von Helmholtz, H. (1962). Treatise on physiological optics Volume III. (J.P.C. Southall, Çev.). Dover (Orijinal eserin basım tarihi 1866, 3. Baskı). google scholar
• Vö, M. L. ve Henderson, J. M. (2009). Does gravity matter? Effects of semantic and syntactic inconsistencies on the allocation of attention during scene perception. Journal of Vision, 9, 1-15. https://doi.org/10.1167/9.3.24 google scholar
• Vö, M. L. ve Henderson, J. M. (2011). Object-scene inconsistencies do not capture gaze: Evidence from the flash-preview moving-window paradigm. Attention Perception, & Psychophysics, 73, 1742-1753. https://doi.org/10.3758/s13414-011-0150-6 google scholar
• Wade, N. J. (2007). Scanning the seen: Vision and the origins of eye movement research. R. P. G. van Gompel, M. H. Fischer, W. S. Murray ve R. L. Hill (Ed.), Eye movements: A window on mind and brain içinde (s. 31-61). Elsevier. https://doi.org/10.1016/b978-008044980-7/50004-5 google scholar
• Wade, N. J. (2010). Pioneers of eye movement research. i-Perception, 1(2), 33-68. https://doi.org/10.1068/i0389 google scholar
• Wade, N. J. ve Tatler, B. W. (2005). The moving tablet of the eye: The origins of modern eye movement research. Oxford University Press. google scholar
• Wade, N. J. ve Tatler, B. W. (2011). Origins and applications of eye movement research. S. P. Liversedge, I. D. Gilchrist ve S. Everling (Ed.), The oxford handbook of eye movements içinde (s. 17-45). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199539789.013.0002 google scholar
• Waechter, S., Nelson, A.L., Wright, C., Hyatt, A. ve Oakman, J. (2014). Measuring attentional bias to threat: Reliability of dot probe and eye movement indices. Cognitive Therapy and Research, 38, 313-333. https://doi.org/10.1007/s10608-013-9588-2 google scholar
• Walls, G. L. (1962). The evolutionary history of eye movements. Vision Research, 2, 69-80. https://doi.org/10.1016/0042-6989(62)90064-0 google scholar
• Walls, G. L. (1963). The vertebrate eye and its adaptive radiation. Hafner. google scholar
• Weaver, M. D., Hickey, C. ve Van Zoest, W. (2017). The impact of salience and visual working memory on the monitoring and control of saccadic behavior: An eye-tracking and EEG study. Psychophysiology, 54(4), 544-554. https://doi.org/10.1111/psyp.12817 google scholar
• Wen, G., Rodriguez-Nino, B., Pecen, F. Y., Vining, D. J., Garg, N. ve Markey, M. K. (2017). Comparative study of computational visual attention models on two-dimensional medical images. Journal of Medical Imaging, 4, 025503. https://doi.org/10.1117/1.jmi.4.2.025503 google scholar
• Westheimer, G. (2007). Eye movement research in the 1950s. R. P. G. van Gompel, M. H. Fischer, W. S. Murray ve R. L. Hill (Ed.), Eye movements: A window on mind and brain içinde (s. 65-74). Elsevier. https://doi.org/10.1016/b978-008044980-7/50005-7 google scholar
• Winsor, A. M., Pagoti, G. F., Daye, D. J., Cheries, E. W., Cave, K. R. ve Jakob, E. M. (2021). What gaze direction can tell us about cognitive processes in invertebrates. Biochemical and Biophysical Research Communications, 564, 43-54. https://doi.org/10.1016/j.bbrc.2020.12.001 google scholar
• Wolfe, J. M., Evans, K. K., Drew, T., Aizenman, A. ve Josephs, E. (2016). How do radiologists use the human search engine? Radiation Protection Dosimetry, 169, 24-31. https://doi.org/10.1093/rpd/ncv501 google scholar
• Xu-Wilson, M., Zee, D. S. ve Shadmehr, R. (2009). The intrinsic value of visual information affects saccade velocities. Experimental Brain Research, 196, 475-481. https://doi.org/10.1007/s00221-009-1879-1 google scholar
• Yarbus A. L. (1967). Eye movements and vision. Plenum Press. google scholar
• Yuval-Greenberg, S., Merriam, E. P. ve Heeger, D. J. (2014). Spontaneous microsaccades reflect shifts in covert attention. Journal of Neuroscience, 34(41), 13693-13700. https://doi.org/10.1523/JNEUROSCI.0582-14.2014 google scholar
• Zhao, M., Gersch, T. M., Schnitzer, B. S., Dosher, B. A. ve Kowler, E. (2012). Eye movements and attention: The role of pre-saccadic shifts of attention in perception, memory and the control of saccades. Vision Research, 74, 40-60. https://doi.org/10.1016/j.visres.2012.06.017 google scholar
• Zelinsky, G. J. (1996). Using eye saccades to assess the selectivity of search movements. Vision Research, 36(14), 2177-2187. https://doi.org/10.1016/0042-6989(95)00300-2 google scholar