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Analysis of Top-Down Perceptual Modulation Considering Eye Fixations Made on a Bistable Logo. 双稳态标志注视下自上而下知觉调制分析。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2026-01-14 DOI: 10.3390/jemr19010008
Guillermo Rodríguez-Martínez, Juan Camilo Giraldo-Aristizábal

Within the framework of brand communication, several companies choose to use bistable logos. These types of logos fall within the mechanisms inherent to bistable perception, where the interpretation of the two possible percepts involved may depend on the areas being observed or on prior instructions given to the observer to search for a particular shape within the ambiguous image. Perceptual factors related to the stimulus and the areas of eye fixation are called bottom-up aspects. The information exogenous to the bistable stimulus that determines perception is called top-down modulation. In order to determine whether certain bottom-up perceptual modulation areas for the Toblerone bistable logo are related to the search for each percept previously modulated by a written instruction, an experimental task was carried out with 34 participants using a Tobii T-120 eye tracker device, manufactured by Tobii in Danderyd, Sweden. Seven bottom-up modulation clusters were analyzed for ocular responses manifested in two different top-down modulation conditions. The results show that for each of the percepts, some areas correspond to the textual information offered as a top-down modulator. It is concluded that for the perception of the Toblerone® logo, some areas are related to each percept, and the unimodal top-down modulation mechanisms operate in certain areas, while others can be assumed to be parts of the logo that contribute to the recognition of the two percepts involved.

在品牌传播的框架内,一些公司选择使用双稳态标识。这些类型的标志属于双稳态感知的固有机制,其中涉及的两种可能感知的解释可能取决于被观察的区域或事先给予观察者在模糊图像中搜索特定形状的指示。与刺激和眼睛注视区域相关的知觉因素称为自下而上方面。决定感知的双稳态刺激的外生信息称为自顶向下调制。为了确定三角巧克力双稳态标志的某些自下而上的感知调制区域是否与先前由书面指令调制的每个感知的搜索相关,34名参与者使用Tobii T-120眼动仪进行了一项实验任务,该设备由瑞典Danderyd的Tobii制造。分析了七个自下而上的调制簇在两种不同的自上而下的调制条件下的眼反应。结果表明,对于每个感知,一些区域对应于作为自顶向下调制器提供的文本信息。结果表明,对于Toblerone®标志的感知,一些区域与每个感知相关,单模自上而下的调制机制在某些区域起作用,而其他区域可以被认为是标志的一部分,有助于识别所涉及的两个感知。
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引用次数: 0
Analyzing the "Opposite" Approach in Additions to Historic Buildings Using Visual Attention Tools: Dresden Military History Museum Case. 运用视觉注意工具分析历史建筑增建中的“对立”方法:德累斯顿军事历史博物馆案例。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2026-01-12 DOI: 10.3390/jemr19010007
Nuray Özkaraca Özalp, Hicran Hanım Halaç, Mehmet Fatih Özalp, Fikret Bademci

From past to present, modern additions have continued to transform historic environments. While some argue that contemporary extensions disrupt the integrity of historic buildings, others suggest that the contrast between past and present creates a meaningful architectural dialog. This debate raises a key question: in contrasting compositions, which architectural elements draw more visual attention, the historic or the modern? To address this, a visual attention-based analytical approach is adopted. In this study, eye-tracking-based visual attention analysis is used to examine how viewers perceive the relationship between historical and contemporary architectural elements. Instead of conventional laboratory-based eye-tracking, artificial intelligence-supported visual attention software developed from eye-tracking datasets is employed. Four tools-3M-VAS, EyeQuant, Attention Insight, and Expoze-were used to generate heat maps, gaze sequence maps, hotspots, focus maps, attention distribution diagrams, and saliency predictions. These visualizations enabled both a qualitative and quantitative comparison of viewer focus. The case study is the Military History Museum in Dresden, Germany, known for its widely debated contemporary addition representing an oppositional design approach. The results illustrate which architectural components are visually prioritized, offering insight into how contrasting architectural languages are cognitively perceived in historic settings.

从过去到现在,现代建筑不断改变着历史环境。一些人认为当代扩建破坏了历史建筑的完整性,而另一些人则认为,过去和现在的对比创造了一个有意义的建筑对话。这场争论提出了一个关键问题:在对比构图中,哪个建筑元素更能吸引视觉注意力,是历史的还是现代的?为了解决这个问题,采用了一种基于视觉注意力的分析方法。在本研究中,使用基于眼动追踪的视觉注意力分析来研究观众如何感知历史和当代建筑元素之间的关系。采用基于眼动数据集开发的人工智能支持的视觉注意软件,取代了传统的基于实验室的眼动追踪。使用3m - vas、EyeQuant、Attention Insight和exposure四种工具生成热图、凝视序列图、热点、焦点图、注意力分布图和显著性预测。这些可视化可以对观看者的焦点进行定性和定量的比较。案例研究是德国德累斯顿的军事历史博物馆,该博物馆以其广受争议的当代建筑而闻名,代表了一种对立的设计方法。结果说明了哪些建筑组件在视觉上是优先考虑的,并提供了在历史背景下不同的建筑语言如何被认知的见解。
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引用次数: 0
Spanish Readers Skip Articles Regardless of Gender and Number Agreement. 西班牙读者跳过文章,不管性别和数字是否一致。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2026-01-09 DOI: 10.3390/jemr19010006
Marina Serrano-Carot, Bernhard Angele

Articles are among the most frequently encountered words during reading; however, it is not clear how deeply they are usually processed. This study examines whether native Spanish speakers use parafoveal article-noun agreement information to guide eye movements during reading. Using the gaze-contingent boundary paradigm, we manipulated the parafoveal preview of articles across two experiments. In Experiment 1, we manipulated gender agreement between the previews readers received of definite articles and the subsequent nouns (e.g., la mesa vs. el* mesa). In Experiment 2, we manipulated grammatical gender and number agreement between parafoveal article previews and the subsequent nouns jointly (e.g., los* mesa vs. una mesa). We found no evidence that parafoveal article-noun gender or number agreement affected article skipping probability, suggesting that initial parafoveal processing of articles does not extend to their grammatical properties. However, we observed increased total viewing time on the noun following mismatching previews, suggesting that, while the decision of whether to skip an article is taken largely without considering the grammatical properties of the upcoming words, readers do need more time to recover from the grammatical mismatch afterwards. We discuss the results in the context of current models of eye-movement control during reading.

冠词是阅读中最常遇到的词汇之一;然而,目前尚不清楚它们通常被加工得有多深。本研究考察了母语为西班牙语的人在阅读过程中是否使用冠词-名词旁中央一致信息来引导眼球运动。使用注视-偶然边界范式,我们在两个实验中操纵文章的准中央预览。在实验1中,我们操纵了读者收到的定冠词预览和后续名词(例如,la mesa和el* mesa)之间的性别一致性。在实验2中,我们操纵了准中心词预览与后续名词之间的语法性别和数量一致性(例如,los* mesa vs. una mesa)。我们没有发现任何证据表明冠状词与名词的性别或数的一致性会影响冠状词的跳过概率,这表明冠状词的初始处理不会延伸到其语法属性。然而,我们观察到,在不匹配的预习之后,名词的总观看时间增加了,这表明,尽管决定是否跳过一篇文章在很大程度上没有考虑接下来的单词的语法特性,但读者确实需要更多的时间从语法不匹配中恢复过来。我们在阅读过程中眼动控制的当前模型的背景下讨论了结果。
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引用次数: 0
Visual Strategies of Avoidantly Attached Individuals: Attachment Avoidance and Gaze Behavior in Deceptive Interactions. 回避型依恋个体的视觉策略:欺骗互动中的依恋回避与凝视行为。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2026-01-07 DOI: 10.3390/jemr19010005
Petra Hypšová, Martin Seitl, Stanislav Popelka

Gaze behavior is a critical component of social interaction, reflecting emotional recognition and social regulation. While previous research has emphasized either situational influences (e.g., deception) or stable individual differences (e.g., attachment avoidance) on gaze patterns, studies exploring how these factors interact to shape gaze behavior in interpersonal contexts remain scarce. In this vein, the aim of the present study was to experimentally determine whether the gaze direction of individuals differs, with respect to their avoidant orientation, under changing situational conditions, including truthful and deceptive communication towards a counterpart. Using a within-person experimental design and the eye-tracking methodology, 31 participants took part in both rehearsed and spontaneous truth-telling and lie-telling tasks. Consistent with expectations, higher attachment avoidance was associated with significantly fewer fixations on emotionally expressive facial regions (e.g., mouth, jaw), and non-significant but visually consistent increases in fixations on the upper face (e.g., eyes) and background. These findings indicate that stable dispositional tendencies, rather than situational demands such as deception, predominantly shape gaze allocation during interpersonal interactions. They further provide a foundation for future investigations into the dynamic interplay between personality and situational context in interactive communicative settings.

凝视行为是社会互动的重要组成部分,反映了情感认知和社会调节。虽然先前的研究强调情境影响(如欺骗)或稳定的个体差异(如依恋回避)对凝视模式的影响,但探索这些因素如何在人际环境中相互作用以塑造凝视行为的研究仍然很少。在这种情况下,本研究的目的是通过实验确定在不同的情境条件下,包括对对方的诚实和欺骗沟通,个体的凝视方向是否会因回避取向而不同。采用人体内实验设计和眼球追踪方法,31名参与者参加了预先演练的和自发的说真话和说谎任务。与预期一致,更高的依恋回避与情感表达面部区域(如嘴,下巴)的注视显著减少有关,而对上脸(如眼睛)和背景的注视增加不显著,但在视觉上是一致的。这些发现表明,稳定的性格倾向,而不是情境需求(如欺骗),在人际交往中主导着凝视分配。他们进一步为未来研究互动交际环境中人格和情境之间的动态相互作用提供了基础。
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引用次数: 0
Reading Music or Reading Notes? Rethinking Musical Stimuli in Eye-Movement Research. 读音乐还是读笔记?重新思考眼动研究中的音乐刺激。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2025-12-29 DOI: 10.3390/jemr19010003
Katarzyna Julia Leikvoll

This article examines the nature of musical stimuli used in eye-movement research on music reading, with a focus on syntactic elements essential for fluent reading: melody, rhythm, and harmony. Drawing parallels between language and music as syntactic systems, the study critiques the widespread use of stimuli that lack coherent musical structure, such as random pitch sequences or rhythmically ambiguous patterns. Eight peer-reviewed studies were analyzed based on their use of stimuli specifically composed for research purposes. The findings reveal that most stimuli do not reflect authentic musical syntax, limiting the validity of conclusions about music reading processes. The article also explores how researchers interpret the concept of "complexity" in musical stimuli, noting inconsistencies and a lack of standardized criteria. Additionally, it highlights the importance of considering motor planning and instrument-specific challenges, which are often overlooked in experimental design. The study calls for more deliberate and informed stimulus design in future research, emphasizing the need for syntactically meaningful musical excerpts and standardized definitions of complexity. Such improvements are essential for advancing the understanding of syntactic processing in music reading and ensuring methodological consistency across studies.

本文探讨了在音乐阅读的眼动研究中使用的音乐刺激的性质,重点关注流畅阅读所必需的语法元素:旋律、节奏和和声。该研究将语言和音乐作为句法系统进行类比,批评了缺乏连贯音乐结构的刺激的广泛使用,例如随机的音高序列或节奏模糊的模式。八项同行评议的研究分析了它们对专门为研究目的而编写的刺激的使用。研究结果表明,大多数刺激并不反映真实的音乐语法,限制了音乐阅读过程结论的有效性。文章还探讨了研究人员如何解释音乐刺激中的“复杂性”概念,指出了不一致和缺乏标准化标准。此外,它强调了考虑运动规划和仪器特定挑战的重要性,这在实验设计中经常被忽视。该研究呼吁在未来的研究中进行更多深思熟虑和知情的刺激设计,强调需要有句法意义的音乐节选和标准化的复杂性定义。这些改进对于提高对音乐阅读中句法处理的理解和确保研究方法的一致性至关重要。
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引用次数: 0
The Impact of Ophthalmic Lens Power and Treatments on Eye Tracking Performance. 晶状体功率和治疗对眼动追踪性能的影响。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2025-12-29 DOI: 10.3390/jemr19010004
Marta Lacort-Beltrán, Adrián Alejandre, Sara Guillén, Marina Vilella, Xian Pan, Victoria Pueyo, Marta Ortin, Eduardo Esteban-Ibañez

Eye tracking (ET) technology is increasingly used in both research and clinical practice, but its accuracy may be compromised by the presence of ophthalmic lenses. This study systematically evaluated the influence of different optical prescriptions and lens treatments on ET performance using DIVE (Device for an Integral Visual Examination). Fourteen healthy participants underwent oculomotor control tests under thirteen optical conditions: six with varying dioptric powers and six with optical filters, compared against a no-lens control. Key parameters analysed included angle error, fixation stability (bivariate contour ellipse area, BCEA), saccadic accuracy, number of data gaps, and proportion of valid frames. High-powered spherical lenses (+6.00 D and -6.00 D) significantly increased gaze angle error, and the negative lens also increased data gaps, while cylindrical lenses had a moderate effect. Among filters, the Natural IR coating caused the greatest deterioration in ET performance, reducing valid samples and increasing the number of gaps with data loss, likely due to interference with the infrared-based detection system. The lens with basic anti-reflective treatment (SV Org 1.5 AR) also showed some deterioration in interaction with the ET. Other filters showed minimal or no significant impact. These findings demonstrate that both high-powered prescriptions and certain lens treatments can compromise ET data quality, highlighting the importance of accounting for optical conditions in experimental design and clinical applications.

眼动追踪技术越来越多地应用于研究和临床实践,但其准确性可能会受到眼镜片的影响。本研究系统地评估了不同的光学处方和晶状体治疗对使用DIVE(整体视力检查设备)的ET性能的影响。14名健康的参与者在13种光学条件下进行了眼球运动控制测试:6人具有不同的屈光度,6人具有光学滤光片,与无透镜控制相比。分析的关键参数包括角度误差、固定稳定性(双变量轮廓椭圆面积,BCEA)、跳跃精度、数据间隙数和有效帧比例。高倍率球面透镜(+6.00 D和-6.00 D)显著增加了凝视角误差,负透镜也增加了数据间隙,而圆柱透镜的影响一般。在滤波器中,天然红外涂层对ET性能的影响最大,减少了有效样本,增加了数据丢失的间隙数量,这可能是由于基于红外的检测系统的干扰。经过基本抗反射处理(SV Org 1.5 AR)的镜片与ET的相互作用也出现了一些恶化。其他滤光片的影响很小或没有显著影响。这些发现表明,高倍处方和某些晶状体治疗都会影响ET数据的质量,突出了在实验设计和临床应用中考虑光学条件的重要性。
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引用次数: 0
Comparing Eye-Tracking and Verbal Reports in L2 Reading Process Research: Three Qualitative Studies. 比较眼动追踪和口头报告在二语阅读过程中的作用:三个定性研究。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2025-12-25 DOI: 10.3390/jemr19010002
Chengsong Yang, Guangwei Hu, Keyu Que, Na Fan

This study compares the roles of eye-tracking and verbal reports (think-alouds and retrospective verbal reports, RVRs) in L2 reading process research through three qualitative studies. Findings indicate that eye-tracking provided precise, quantitative data on visual attention and reading patterns (e.g., fixation duration, gaze plots) and choice-making during gap-filling. Based on our mapping, it was mostly effective in identifying 13 out of 47 reading processing strategies, primarily those involving skimming or scanning that had distinctive eye-movement signatures. Verbal reports, while less exact in measurement, offered direct access to cognitive processes (e.g., strategy use, reasoning) and uncovered content-specific thoughts inaccessible to eye-tracking. Both methods exhibited reactivity: eye-tracking could cause physical discomfort or altered reading behavior, whereas think-alouds could disrupt task flow or enhance reflection. This study reveals the respective strengths and limitations of eye-tracking and verbal reports in L2 reading research. It facilitates a more informed selection and application of these methodological approaches in alignment with specific research objectives, whether employed in isolation or in an integrated manner.

本研究通过三个定性研究比较了眼动追踪和口头报告(大声思考和回顾性口头报告)在二语阅读过程研究中的作用。研究结果表明,眼动追踪提供了关于视觉注意和阅读模式(如注视时间、注视图)以及填补空白时的选择决策的精确定量数据。基于我们的映射,它在识别47种阅读处理策略中的13种时最有效,主要是那些涉及略读或扫描的具有独特眼动特征的阅读处理策略。口头报告,虽然在测量上不太精确,但提供了直接的认知过程(例如,策略使用,推理),并揭示了眼球追踪无法获得的特定内容的想法。两种方法都表现出反应性:眼球追踪可能会导致身体不适或改变阅读行为,而大声思考可能会扰乱任务流程或增强反思。本研究揭示了眼动追踪和口头报告在二语阅读研究中各自的优势和局限性。它有助于根据具体研究目标更明智地选择和应用这些方法学方法,无论是单独使用还是综合使用。
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引用次数: 0
Discriminative Capabilities of Eye Gaze Measures for Cognitive Load Evaluation in a Driving Simulation Task. 驾驶模拟任务中眼睛注视测量对认知负荷评估的判别能力。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2025-12-24 DOI: 10.3390/jemr19010001
Anastasiia Bakhchina, Karina Arutyunova, Evgenii Burashnikov, Anastasiya Filatova, Andrei Filimonov, Ivan Shishalov

Driving is a cognitively demanding task engaging attentional effort and working memory resources, which increases cognitive load. The aim of this study was to evaluate the discriminative capabilities of an objective eye tracking method in comparison to a subjective self-report scale (the NASA-Task Load Index) in distinguishing cognitive load levels during driving. Participants (N = 685) performed highway and urban driving in a fixed-base driving simulator. The N-Back test was used as a secondary task to increase cognitive load. In line with previous studies, the NASA-Task Load Index was shown to be an accurate self-report tool in distinguishing conditions with higher and lower levels of cognitive load due to the additional N-Back task, with best average accuracy of 0.81 within the highway driving scenario. Eye gaze metrics worked best when differentiating between stages of highway and urban driving, with an average accuracy of 0.82. Eye gaze entropy measures were the best indicators for cognitive load dynamics, with average accuracy reaching 0.95 for gaze transition entropy in the urban vs. highway comparison. Eye gaze metrics showed significant correlations with the NASA-Task Load Index results in urban driving stages, but not in highway driving. The results demonstrate that eye gaze metrics can be used in combination with self-reports for developing algorithms of cognitive load evaluation and reliable driver state prediction in different road conditions.

驾驶是一项涉及注意力和工作记忆资源的认知要求任务,这增加了认知负荷。本研究的目的是评估客观眼动追踪方法与主观自我报告量表(NASA-Task Load Index)在区分驾驶过程中的认知负荷水平方面的判别能力。参与者(N = 685)在固定基地的驾驶模拟器中进行高速公路和城市驾驶。N-Back测试被用作增加认知负荷的次要任务。与之前的研究一致,nasa任务负荷指数被证明是一种准确的自我报告工具,可以区分由于额外的N-Back任务而导致的认知负荷水平较高和较低的情况,在高速公路驾驶场景中,平均准确率最高为0.81。眼睛注视指标在区分高速公路和城市驾驶阶段时效果最好,平均准确率为0.82。眼睛注视熵指标是认知负荷动态的最佳指标,在城市和公路对比中,注视转移熵的平均准确率达到0.95。在城市驾驶阶段,眼睛注视指标与nasa任务负荷指数结果显著相关,而在高速公路驾驶阶段则无显著相关性。结果表明,在不同道路条件下,人眼注视指标可与自我报告相结合,用于开发认知负荷评估算法和可靠的驾驶员状态预测算法。
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引用次数: 0
The Role of Spontaneous Eye Blinks in Temporal Perception: An Eye Tracking Study. 自发性眨眼在时间知觉中的作用:一项眼动追踪研究。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2025-12-16 DOI: 10.3390/jemr18060076
Domenica Abad-Malo, Omar Alvarado-Cando, Hakan Karsilar

Our interaction with the world depends on our ability to process temporal information, which is a key component of human cognition that directly impacts decision-making, planning, and prediction of events. Visual information plays a crucial role in shaping our subjective perception of time, and even brief interruptions, such as those caused by eye blinks, can disrupt the continuity of our perception and alter how we estimate durations. The purpose of this study is to investigate the relationship between spontaneous eye blinks and time perception using a temporal bisection task. In particular, we focus on how blinks preceding stimulus presentation impact the perceived duration of that stimulus. The results of fitting a generalized linear mixed-effects model revealed that blinking can indeed influence the duration estimation. Specifically, the presence of a single blink before the stimulus presentation had a significant effect on subjective time perception; participants were more likely to categorize a duration as shorter compared to when they did not blink. In contrast, two or more blinks before stimulus presentation did not have a significant effect compared to not blinking. This study further elucidates the complex interaction between the momentary suppression of visual input and the perception of time.

我们与世界的互动取决于我们处理时间信息的能力,这是人类认知的一个关键组成部分,直接影响到事件的决策、计划和预测。视觉信息在塑造我们对时间的主观感知方面起着至关重要的作用,即使是短暂的中断,比如眨眼造成的中断,也会破坏我们感知的连续性,改变我们对持续时间的估计。本研究的目的是利用时间对分任务来研究自发性眨眼与时间知觉之间的关系。我们特别关注刺激呈现前的眨眼如何影响该刺激的感知持续时间。对广义线性混合效应模型的拟合结果表明,眨眼确实会影响持续时间的估计。具体而言,在刺激呈现前出现一次眨眼对主观时间知觉有显著影响;与不眨眼相比,参与者更倾向于认为持续时间较短。相比之下,在刺激呈现前眨眼两次或更多次与不眨眼相比没有显著的影响。本研究进一步阐明了视觉输入的瞬时抑制与时间感知之间复杂的相互作用。
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引用次数: 0
Stimulus Center Bias Persists Irrespective of Its Position on the Display. 无论刺激中心在显示器上的位置如何,它都会持续存在。
IF 2.8 4区 心理学 Q3 OPHTHALMOLOGY Pub Date : 2025-12-16 DOI: 10.3390/jemr18060077
Rotem Mairon, Ohad Ben-Shahar

Since the earliest studies on human eye movements, it has been repeatedly demonstrated that observers fixate the center of visual stimuli more than their periphery, regardless of visual content. Subsequent research suggested only little effect of typical biases in experimental setups, such as observer's position relative to the screen or the relative location of the cue marker. While comparative studies of the screen center vs. stimulus center revealed that both conspire in the process, much of the prior art is still confounded by experimental details that leave the origins of the center-bias debatable. We thus propose methodological novelties to rigorously test the effect of the stimulus center, isolated from other factors. In particular, eye movements were tracked in a free-viewing experiment in which stimuli were presented at a wide range of horizontal displacements from a counterbalanced cue marker in a wide visual field. Stimuli spanned diverse natural scene images to allow inherent biases to surface in the pooled data. Various analyses of the first few fixations show a robust bias toward the center of the stimulus, independent of its position on the display, but affected by its distance to the cue marker. Center bias is thus a tangible phenomenon related to the stimulus.

自最早的人眼运动研究以来,已经反复证明,无论视觉内容如何,观察者都更关注视觉刺激的中心而不是外围。随后的研究表明,在实验设置中,典型偏差的影响很小,比如观察者相对于屏幕的位置或线索标记的相对位置。虽然对屏幕中心和刺激中心的比较研究表明,两者在这个过程中都是合谋的,但许多现有技术仍然被实验细节所混淆,这使得中心偏见的起源存在争议。因此,我们提出新颖的方法来严格测试刺激中心的影响,与其他因素隔离。特别地,在一个自由观看实验中,眼球运动被跟踪,在这个实验中,刺激被呈现在宽视野中一个平衡的线索标记的大范围水平位移上。刺激跨越了不同的自然场景图像,从而允许在汇集的数据中出现固有的偏差。对前几次注视的各种分析表明,对刺激中心的强烈偏向与它在显示器上的位置无关,但受其与提示标记的距离的影响。因此,中心偏差是一种与刺激相关的有形现象。
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引用次数: 0
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Journal of Eye Movement Research
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