Eye-Tracking Technology

眼动跟踪技术
  • 文章类型: Journal Article
    视觉搜索通常随着重复暴露于搜索显示而改善。先前的研究表明,即使是明确要求参与者忽略的搜索显示方面,也可以支持这种“上下文提示”效果。根据这些证据,有人认为,在试验过程中,情境提示的发展并不依赖于选择性注意力.在目前的一系列实验中,我们表明,用于防止参与者关注与任务无关的干扰因素的最常见策略通常会导致次优选择。具体来说,我们表明,当搜索显示包含许多不相关的干扰因素时,视觉搜索速度较慢。眼球追踪数据显示这种情况发生了,至少在某种程度上,因为参与者专注于它们。这些结果对先前的演示表示怀疑,即上下文提示与选择性注意无关。(PsycInfo数据库记录(c)2024APA,保留所有权利)。
    Visual search usually improves with repeated exposure to a search display. Previous research suggests that such a \"contextual cueing\" effect may be supported even by aspects of the search display that participants have been explicitly asked to ignore. Based on this evidence, it has been suggested that the development of contextual cueing over trials does not depend on selective attention. In the present series of experiments, we show that the most common strategy used to prevent participants from paying attention to task-irrelevant distractors often results in suboptimal selection. Specifically, we show that visual search is slower when search displays include many irrelevant distractors. Eye-tracking data show that this happens, at least in part, because participants fixate on them. These results cast doubts on previous demonstrations that contextual cueing is independent of selective attention. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    众所周知,注意力是由显著对象或事件捕获的。视觉领域中存在的显著信息吸引注意力的概念也是许多有影响力的注意力模型的核心。这些模型通常假定显著性的层次结构,这表明注意力从视野中最突出的项目发展到最不突出的项目。然而,尽管这种说法在各种模型中具有重要意义,对眼球运动的研究挑战了搜索严格遵循这种显著性层次的想法。相反,眼动追踪研究表明,显著性信息具有短暂的影响,只会影响到最突出物体的初始扫视,并且仅在显示开始后迅速执行。虽然这些关于明显眼球运动的发现很重要,它们没有解决在扫视开始之前发生的秘密注意过程。在目前的一系列实验中,我们探讨了是否存在二次捕获的证据-在初次捕获发作后是否可以通过另一个显著项目捕获注意力.为了探索这个,我们利用具有不同显著性水平的多个干扰物的显示。我们的主要问题是,两个具有不同显着性水平的干扰因素是否会比单个干扰干扰搜索更多,高度突出的分心者。在三个实验中,有明确的证据表明,两个干扰物对搜索的干扰比单个干扰物的干扰更大。这一观察表明,在最初捕获之后,发生了下一个最突出的干扰物的二次捕获。这些发现共同支持了隐蔽注意力贯穿显著性层次的观点。(PsycInfo数据库记录(c)2024APA,保留所有权利)。
    It is well known that attention is captured by salient objects or events. The notion that attention is attracted by salience information present in the visual field is also at the heart of many influential models of attention. These models typically posit a hierarchy of saliency, suggesting that attention progresses from the most to the least salient item in the visual field. However, despite the significance of this claim in various models, research on eye movements challenges the idea that search strictly follows this saliency hierarchy. Instead, eye-tracking studies have suggested that saliency information has a transient impact, only influencing the initial saccade toward the most salient object, and only if executed swiftly after display onset. While these findings on overt eye movements are important, they do not address covert attentional processes occurring before a saccade is initiated. In the current series of experiments, we explored whether there was evidence for secondary capture-whether attention could be captured by another salient item after the initial capture episode. To explore this, we utilized displays with multiple distractors of varying levels of saliency. Our primary question was whether two distractors with different saliency levels would disrupt search more than a single, highly salient distractor. Across three experiments, clear evidence emerged indicating that two distractors interfered more with search than a single salient distractor. This observation suggests that following initial capture, secondary capture by the next most salient distractor occurred. These findings collectively support the idea that covert attention traverses the saliency hierarchy. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    眼动追踪技术是用于不同数学认知研究领域的潜在工具。此外,迫切需要更多的研究来提供有关注册眼科数据质量的详细信息。本研究旨在说明眼动追踪在数学认知检查中的适用性。特别关注完成计算机化心算任务的小学生。结果表明,当小学生从事这项特定任务时,眼动跟踪设备有效地捕获了高质量的眼动数据。此外,已发现任务表现与眼睛固定次数之间存在显着负相关。最后,已发现“感兴趣区域”之间的眼球运动差异,指示与算术计算的不同组件相关联的不同视觉跟踪。这项研究强调了未来研究在计算机化计算任务中使用眼动跟踪设备作为评估工具来探索复杂的视觉和认知过程的广泛可能性。
    Eye tracking technology is a high-potential tool for different mathematic cognition research areas. Moreover, there is a dire need for more studies that provide detailed information on the quality of registered eye data. This study aimed to illustrate the applicability of eye tracking in the examination of mathematical cognition, focusing specifically on primary school students completing a computerized mental arithmetic task. Results suggested that the eye tracking device effectively captured high-quality eye movement data when primary school children engaged in this specific task. Furthermore, significant negative correlations have been found between task performance and number of eye fixations. Finally, eye movements distinctions between \"Areas of Interest\" have been found, indicating different visual tracking associated with different components of arithmetic calculations. This study underscores the extensive possibilities for future research employing eye tracking devices during computerized calculation tasks as assessment tools to explore the complex visual and cognitive processes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的婴儿视力评估通常依赖于光栅敏锐度;然而,必须提高其客观性和便利性。无需校准的眼动跟踪系统,即使在前言者中,实现简单和精确的凝视分析。这项初步研究旨在开发可靠的自动单目视觉筛查。方法参与者(n=118)使用眼睛跟踪系统进行光栅视力测试。光栅敏锐度之间的相关性,未矫正视力,和屈光不正在不同的固定时间百分比截止值之间进行分析。结果光栅敏锐度与屈光不正的阈值分别为69%和88%。在70%和89%的阈值处注意到与未矫正视力类似的相关性。注意到大约70%阈值的假阴性,表明在低视力/高屈光不正的情况下可能高估视力。讨论结果强调了基于无校准眼睛跟踪系统的单目视觉筛查的可行性,最佳筛查阈值为90%。
    Purpose Infant vision assessment often relies on grating acuity; however, its objectivity and convenience must be improved. A calibration-free eye-tracking system, even in preverbal children, enables easy and precise gaze analysis. This pilot study aimed to develop a reliable automated monocular vision screening. Methods Participants (n=118) underwent a grating visual acuity test using the eye-tracking system. Correlations between the grating acuity, uncorrected visual acuity, and refractive error were analyzed across different cutoff values of fixation duration percentage. Results Strong correlations were found between the grating acuity and refractive error at 69% and 88% thresholds. Similar correlations with uncorrected visual acuity were noted at 70% and 89% thresholds. False-negatives around the 70% threshold were noted, indicating potential overestimation of acuity in cases of low visual acuity/high refractive error. Discussion The results highlight the feasibility of calibration-free eye-tracking system-based monocular vision screening with an optimal screening threshold of 90%.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    使用激活MRI在认知任务期间确定视觉注意力仍然具有挑战性。这项研究旨在开发一种新的眼动追踪(ET)后处理平台,以提高数据准确性。验证后续ET-fMRI应用的可行性,并提供工具支持。16名年龄在18至20岁之间的志愿者暴露于视觉时间范式,在不同位置改变物体和面部的图像,同时使用与MRI兼容的ET系统记录他们的眼球运动。结果表明,后处理后数据的准确性明显提高。参与者通常在屏幕上保持视觉注意力,平均注视位置从89.1%到99.9%不等。在认知任务中,凝视的位置显示了对指令的坚持,平均值从46.2%到50%不等。时间一致性评估表明,长时间的视觉任务可能导致某些任务期间注意力下降。提出的方法有效地识别和量化的视觉伪影和损失,提供视觉注意力的精确测量。这项研究为未来的工作提供了一个强大的框架,将过滤的眼睛跟踪数据与fMRI分析相结合。支持认知神经科学研究。
    Determining visual attention during cognitive tasks using activation MRI remains challenging. This study aimed to develop a new eye-tracking (ET) post-processing platform to enhance data accuracy, validate the feasibility of subsequent ET-fMRI applications, and provide tool support. Sixteen volunteers aged 18 to 20 were exposed to a visual temporal paradigm with changing images of objects and faces in various locations while their eye movements were recorded using an MRI-compatible ET system. The results indicate that the accuracy of the data significantly improved after post-processing. Participants generally maintained their visual attention on the screen, with mean gaze positions ranging from 89.1% to 99.9%. In cognitive tasks, the gaze positions showed adherence to instructions, with means ranging from 46.2% to 50%. Temporal consistency assessments indicated prolonged visual tasks can lead to decreased attention during certain tasks. The proposed methodology effectively identified and quantified visual artifacts and losses, providing a precise measure of visual attention. This study offers a robust framework for future work integrating filtered eye-tracking data with fMRI analyses, supporting cognitive neuroscience research.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    精神病患者,特别是精神病和强迫症(OCD),经常表现出执行功能和视觉空间记忆的缺陷。传统评估,例如雷伊奥斯特里思复杂图形测试(RCFT),在临床环境中进行需要时间和精力.这项研究旨在开发一种使用RCFT并基于眼动追踪的深度学习模型,以检测精神疾病患者在视觉空间记忆编码过程中受损的执行功能。96例首发精神病患者,49例临床精神病风险高,104患有强迫症,和159名健康对照,在3分钟的RCFT图形记忆任务中记录眼球运动,获得了组织和即时召回分数。这些分数,以及图中指示眼睛聚焦位置的固定点,用于训练长期短期记忆注意力模型,以检测受损的执行功能和视觉空间记忆。该模型区分了正常执行功能和受损执行功能,F1得分为83.5%,并确定了视觉空间记忆缺陷,F1得分为80.7%,不管精神病诊断。这些发现表明,这种基于眼动跟踪的深度学习模型可以在视觉空间记忆编码过程中直接快速地识别受损的执行功能。在各种精神和神经系统疾病中具有潜在的应用。
    Patients with mental illnesses, particularly psychosis and obsessive‒compulsive disorder (OCD), frequently exhibit deficits in executive function and visuospatial memory. Traditional assessments, such as the Rey‒Osterrieth Complex Figure Test (RCFT), performed in clinical settings require time and effort. This study aimed to develop a deep learning model using the RCFT and based on eye tracking to detect impaired executive function during visuospatial memory encoding in patients with mental illnesses. In 96 patients with first-episode psychosis, 49 with clinical high risk for psychosis, 104 with OCD, and 159 healthy controls, eye movements were recorded during a 3-min RCFT figure memorization task, and organization and immediate recall scores were obtained. These scores, along with the fixation points indicating eye-focused locations in the figure, were used to train a Long Short-Term Memory + Attention model for detecting impaired executive function and visuospatial memory. The model distinguished between normal and impaired executive function, with an F1 score of 83.5%, and identified visuospatial memory deficits, with an F1 score of 80.7%, regardless of psychiatric diagnosis. These findings suggest that this eye tracking-based deep learning model can directly and rapidly identify impaired executive function during visuospatial memory encoding, with potential applications in various psychiatric and neurological disorders.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    :尽管缺氧性脑病后经常发生视觉认知障碍,只有少数研究分析了脑病后的凝视运动。这项研究使用眼动追踪系统确定了缺氧性脑病患者的视觉认知特征。
    :本研究包括10名缺氧性脑病患者和10名年龄/性别匹配的对照。从医疗记录中提取了缺氧性脑病发作的因素和脑影像学检查结果。在三个视觉搜索任务(弹出,串行搜索,和显著性)在患者和健康对照组中。平均目标搜索时间,扫视次数,并比较了对显著刺激的固定次数。
    :血流停滞,在十个患者中的六个中观察到,是疾病发作的最常见原因,其中4人在单光子发射计算机断层扫描中表现为双侧枕叶或顶叶灌注不足。患者组在所有视觉搜索任务期间需要更长的搜索时间,并且在弹出和串行搜索任务期间需要更多的扫视次数。然而,在显著性任务期间,两组对显著性刺激的固定次数没有显著差异.
    :缺氧性脑病后,自下而上(弹出任务)和自上而下(连续搜索任务)的视线控制被认为是由于血流停滞后的顶枕叶广泛损伤而受损。患者在寻找目标方面表现出自上而下的功能降低(连续搜索任务),但相对保留了对显着刺激的抑制功能(显着性任务)。凝视分析可用于揭示缺氧性脑病的临床特征。
    UNASSIGNED: : Despite the frequent occurrence of visual cognitive impairment after anoxic encephalopathy, only a few studies have analyzed gaze movements following encephalopathy. This study determined the visual cognitive characteristics of patients with anoxic encephalopathy using an eye-tracking system.
    UNASSIGNED: : This study included ten patients with anoxic encephalopathy and ten age/sex-matched controls. Factors for anoxic encephalopathy onset and brain imaging findings were extracted from medical records. An eye-tracking system was used to track eye movements during three visual search tasks (pop-out, serial search, and saliency) in patient and healthy control groups. The average target search time, number of saccades, and number of fixations to salient stimuli were compared.
    UNASSIGNED: : Stagnant blood flow, observed in six of ten patients, was the most common cause of disease onset, four of whom exhibited hypoperfusion in bilateral occipital or parietal lobes on single-photon emission computed tomography. The patient group required longer search times during all visual search tasks and a higher number of saccades during pop-out and serial search tasks. However, no significant difference was observed between the two groups for the number of fixations to salient stimuli during the saliency task.
    UNASSIGNED: : Following anoxic encephalopathy, bottom-up (pop-out task) and top-down (serial search task) gaze control were considered impaired because of extensive parieto-occipital lobe damage after blood flow stagnation. Patients exhibited reduced top-down function for finding targets (serial search task) but relatively retain inhibitory function for salient stimuli (saliency task). Gaze analysis can be used to reveal the clinical characteristics of anoxic encephalopathy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    这项研究的目的是调查在中间街区人行道上行走时,具有同义偏盲(HH)的行人的凝视扫描。
    右同义偏盲(RHH)的行人,在没有和没有左空间忽略(LHSN)的情况下,左同义偏盲(LHH)戴着视线跟踪系统在城市街道上行走。通过结合头部运动和眼睛在头部运动获得凝视点。混合效应回归模型用于比较水平凝视扫描幅度和半球损失侧(BlindSide)和观察侧(SeeingSide)之间的速率。在三个主题组中,在中间街区步行和过街路段之间。
    从19名参与者341分钟的中间街区步行视频中获得了总共7021次凝视扫描(6名LHH,7与RHH,和6与LHSN)。LHH中块段的平均凝视幅度和扫描速率明显高于盲侧(幅度大1.9°(度),P=0.006;扫描速率提高4.2次/分钟,P<0.001)和RHH受试者(幅度大3.3°,P<0.001;扫描速率提高3.2扫描/分钟,P=0.002),但它们在LHSN受试者中没有显著差异。扫描速率,就扫描/分钟而言(平均,LHSN受试者(平均=6.9,95%CI=5.6-8.7)的95%置信区间[CI])显着低于LHH(平均=10.2,95%CI=8.0-13.1;P=0.03)和RHH(平均=11.1,95%CI=9.0-13.7;P=0.007)受试者。与过马路相比,在3组中,中块段的扫描速率降低了3.5次扫描/分钟(P<0.001),凝视幅度降低了3.8°(P<0.001).
    补偿性扫描的证据表明,自上而下的机构在HH中驾驶凝视。空间忽略(SN)的存在似乎对自上而下的过程产生了负面影响。
    UNASSIGNED: The purpose of this study was to investigate gaze-scanning by pedestrians with homonymous hemianopia (HH) when walking on mid-block sidewalks.
    UNASSIGNED: Pedestrians with right homonymous hemianopia (RHH), and left homonymous hemianopia (LHH) without and with left spatial neglect (LHSN) walked on city streets wearing a gaze-tracking system. Gaze points were obtained by combining head movement and eye-in-head movement. Mixed-effects regression models were used to compare horizontal gaze scan magnitudes and rates between the side of the hemi-field loss (BlindSide) and the seeing side (SeeingSide), among the three subject groups, and between mid-block walking and street crossing segments.
    UNASSIGNED: A total of 7021 gaze scans were obtained from 341 minutes of mid-block walking videos by 19 participants (6 with LHH, 7 with RHH, and 6 with LHSN). The average gaze magnitude and scanning rate in mid-block segments were significantly higher towards the BlindSide than the SeeingSide in LHH (magnitude larger by 1.9° (degrees), P = 0.006; scan rate higher by 4.2 scans/minute, P < 0.001) and RHH subjects (magnitude larger by 3.3°, P < 0.001; scan rate higher by 3.2 scans/minute, P = 0.002), but they were not significantly different in LHSN subjects. The scanning rate, in terms of scans/minute (mean, 95% confidence interval [CI]) was significantly lower in LHSN subjects (mean = 6.9, 95% CI = 5.6-8.7) than LHH (mean = 10.2, 95% CI = 8.0-13.1; P = 0.03) and RHH (mean = 11.1, 95% CI = 9.0-13.7; P = 0.007) subjects. Compared to street-crossings, the scan rate during the mid-block segments was lower by 3.5 scans/minute (P < 0.001) and the gaze magnitude was smaller by 3.8° (P < 0.001) over the 3 groups.
    UNASSIGNED: Evidence of compensatory scanning suggests a proactive, top-down mechanism driving gaze in HH. The presence of spatial neglect (SN) appeared to negatively impact the top-down process.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    由于行为量表的局限性,评估意识障碍(DOC)患者的沟通能力具有挑战性。基于脑电图的脑机接口(BCI)和用于检测眼部变化的眼睛跟踪可以捕获心理活动,而无需物理行为,因此可能是一种解决方案。这项研究提出了一种混合的BCI,它集成了EEG和眼动追踪,以促进DOC患者的交流。具体来说,BCI提出了一个问题和两个随机闪烁的答案(是/否)。受试者被指示专注于答案。提出了一种多模态目标识别网络(MTRN)来检测P300电位和眼睛跟踪响应(即瞳孔收缩和凝视)并实时识别目标。在MTRN中,具有两个独立的多尺度卷积神经网络的双流特征提取模块从多模态数据中提取多尺度特征。然后,多模态注意力策略自适应地从多模态数据中提取与目标最相关的信息。最后,设计了一个原型网络作为分类器,以促进小样本数据分类。十个健康的人,本研究包括9例DOC患者和1例LIS患者.所有健康受试者达到100%准确度。五名患者可以与我们的BCI进行交流,准确率为76.1±7.9%。其中,在行为量表上非交流的两名患者通过我们的BCI表现出交流能力。此外,我们评估了单峰BCI的性能,并将MTRN与其他方法进行了比较.所有实验结果表明,我们的BCI可以产生比CRS-R更敏感的结果,并且可以作为有价值的交流工具。
    Assessing communication abilities in patients with disorders of consciousness (DOCs) is challenging due to limitations in the behavioral scale. Electroencephalogram-based brain-computer interfaces (BCIs) and eye-tracking for detecting ocular changes can capture mental activities without requiring physical behaviors and thus may be a solution. This study proposes a hybrid BCI that integrates EEG and eye tracking to facilitate communication in patients with DOC. Specifically, the BCI presented a question and two randomly flashing answers (yes/no). The subjects were instructed to focus on an answer. A multimodal target recognition network (MTRN) is proposed to detect P300 potentials and eye-tracking responses (i.e., pupil constriction and gaze) and identify the target in real time. In the MTRN, the dual-stream feature extraction module with two independent multiscale convolutional neural networks extracts multiscale features from multimodal data. Then, the multimodal attention strategy adaptively extracts the most relevant information about the target from multimodal data. Finally, a prototype network is designed as a classifier to facilitate small-sample data classification. Ten healthy individuals, nine DOC patients and one LIS patient were included in this study. All healthy subjects achieved 100% accuracy. Five patients could communicate with our BCI, with 76.1±7.9% accuracy. Among them, two patients who were noncommunicative on the behavioral scale exhibited communication ability via our BCI. Additionally, we assessed the performance of unimodal BCIs and compared MTRNs with other methods. All the results suggested that our BCI can yield more sensitive outcomes than the CRS-R and can serve as a valuable communication tool.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    甲基苯丙胺经常与酒精共同消费,然而,对视觉引导行为的综合影响尚未通过实验评估.这项研究研究了在模拟驾驶任务中是否可以准确检测和索引甲基苯丙胺和酒精引起的凝视行为变化,以建立与交通安全相关的特征模式。
    在一个随机的,安慰剂对照,交叉研究设计,急性口服甲基苯丙胺(0.42mg/kg)在有或没有低剂量酒精(目标血液酒精含量为0.04%)的情况下对驾驶过程中凝视行为的影响进行了评估.20名健康成年人(平均年龄29.5岁(SD±4.9),40%女性)完成了四个,在为期4周的实验范例中,使用SensoMotoricInstruments帽式眼动仪进行1小时模拟驱动器,同时进行眼睛监测。凝视熵测量用于量化视觉扫描效率,表示为注视转换熵和静止注视熵。固定,记录为持续时间(毫秒,ms)和每分钟速率(计数),在开车期间,在10分钟的垃圾箱中进行检查。驾驶性能通过横向位置的标准偏差进行评估,速度和转向可变性的标准偏差。
    甲基苯丙胺增加了固定的速度和持续时间,并在高速公路行驶中产生了较少分散但更无序的注视模式,同时保持了性能。酒精单独损害眼球运动控制和驾驶性能,即使消费水平远低于许多国际司法管辖区规定的法定限额。
    受甲基苯丙胺影响的驾驶员在驾驶过程中在有限的视觉范围内表现出低效的探索。因此,眼动追踪指标显示出由于使用精神活性物质而导致中毒的可能性。
    UNASSIGNED: Methamphetamine is frequently co-consumed with alcohol, yet combined effects on visually guided behaviours have not been experimentally assessed. This study examined whether methamphetamine and alcohol-induced changes in gaze behaviour can be accurately detected and indexed during a simulated driving task to establish characteristic patterns relevant to traffic safety.
    UNASSIGNED: In a randomised, placebo-controlled, cross-over study design, the effects of acute oral methamphetamine (0.42 mg/kg) were assessed with and without low doses of alcohol (target 0.04% blood alcohol content) on gaze behaviour during driving. Twenty healthy adults (mean age 29.5 years (SD ± 4.9), 40% female) completed four, 1-h simulated drives with simultaneous eye monitoring using the SensoMotoric Instruments cap-mounted eye tracker over a 4-week experimental paradigm. Gaze entropy measures were used to quantify visual scanning efficiency, expressed as gaze transition entropy and stationary gaze entropy. Fixations, recorded as duration (milliseconds, ms) and rate (count) per minute, were examined in 10-min bins over the duration of the drive. Driving performance was assessed by the standard deviation of lateral position, standard deviation of speed and steering variability.
    UNASSIGNED: Methamphetamine increased the rate and duration of fixations and produced a less dispersed but more disorganised pattern of gaze during highway driving while preserving performance. Alcohol alone impaired both oculomotor control and driving performance, even when consumed at levels well below the legal limit stipulated in many international jurisdictions.
    UNASSIGNED: Methamphetamine-affected drivers display inefficient exploration in a limited visual range during driving. Eye-tracking metrics thus show potential for indexing intoxication due to psychoactive substance usage.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号