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Jin H, Ji L, Cheung OS, Hayward WG. Facilitation and interference are asymmetric in holistic face processing. Psychon Bull Rev 2024; 31:2214-2225. [PMID: 38438710 PMCID: PMC11543743 DOI: 10.3758/s13423-024-02481-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/13/2024] [Indexed: 03/06/2024]
Abstract
A hallmark of face specificity is holistic processing. It is typically measured by paradigms such as the part-whole and composite tasks. However, these tasks show little evidence for common variance, so a comprehensive account of holistic processing remains elusive. One aspect that varies between tasks is whether they measure facilitation or interference from holistic processing. In this study, we examined facilitation and interference in a single paradigm to determine the way in which they manifest during a face perception task. Using congruent and incongruent trials in the complete composite face task, we found that these two aspects are asymmetrically influenced by the location and cueing probabilities of the target facial half, suggesting that they may operate somewhat independently. We argue that distinguishing facilitation and interference has the potential to disentangle mixed findings from different popular paradigms measuring holistic processing in one unified framework.
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Affiliation(s)
- Haiyang Jin
- Department of Psychology, Zhejiang Sci-Tech University, Hangzhou, China.
- Department of Psychology, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.
| | - Luyan Ji
- Department of Psychology, Guangzhou University, Guangzhou, China
| | - Olivia S Cheung
- Department of Psychology, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
- Center for Brain and Health, NYUAD Research Institute, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
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2
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Erickson WB, Weatherford DR. Measuring the Contributions of Perceptual and Attentional Processes in the Complete Composite Face Paradigm. Vision (Basel) 2023; 7:76. [PMID: 37987296 PMCID: PMC10661262 DOI: 10.3390/vision7040076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 11/02/2023] [Accepted: 11/03/2023] [Indexed: 11/22/2023] Open
Abstract
Theories of holistic face processing vary widely with respect to conceptualizations, paradigms, and stimuli. These divergences have left several theoretical questions unresolved. Namely, the role of attention in face perception is understudied. To rectify this gap in the literature, we combined the complete composite face task (allowing for predictions of multiple theoretical conceptualizations and connecting with a large body of research) with a secondary auditory discrimination task at encoding (to avoid a visual perceptual bottleneck). Participants studied upright, intact faces within a continuous recognition paradigm, which intermixes study and test trials at multiple retention intervals. Within subjects, participants studied faces under full or divided attention. Test faces varied with respect to alignment, congruence, and retention intervals. Overall, we observed the predicted beneficial outcomes of holistic processing (e.g., higher discriminability for Congruent, Aligned faces relative to Congruent, Misaligned faces) that persisted across retention intervals and attention. However, we did not observe the predicted detrimental outcomes of holistic processing (e.g., higher discriminability for Incongruent, Misaligned faces relative to Incongruent, Aligned faces). Because the continuous recognition paradigm exerts particularly strong demands on attention, we interpret these findings through the lens of resource dependency and domain specificity.
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Affiliation(s)
- William Blake Erickson
- Department of Health and Behavioral Sciences, Texas A&M University-San Antonio, San Antonio, TX 78224, USA;
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3
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Liu Y, Townsend JT, Wenger MJ. Don't be a Square: The processing mechanisms characterising the elemental dimensions of width and height. Q J Exp Psychol (Hove) 2023; 76:792-826. [PMID: 35422148 DOI: 10.1177/17470218221096950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
What are the geometric and information processing characteristics of elementary figures composed of simple physical dimensions? There have been a number of investigations of perception of rectangles, including debate about configurality (e.g., integrality and gestalt properties) as well as the prime perceptual dimensions. Yet, because of ambiguity even in the "right" definition of configurality and an absence of penetrating methodologies, there is still little known concerning the information processing of these patterns. To this end, the present study brings together two separate theory-driven methodologies, general recognition theory (GRT) and systems factorial technology (SFT). The first attacks the problem of dimensional interactions while the latter seeks to uncover process characteristics such as architecture, decisional stopping rules, and workload capacity. The same observers and as much as possible, the same stimuli were used in both approaches. Through our GRT analyses, we found strong evidence for dependencies between the percepts of height and width on both within-stimulus and cross-stimulus bases. Height perception was better with narrow widths and width perception was superior with short heights. In addition, a significant positive within-trial correlation of dimensions was evidenced within squares but not with rectangles. Our SFT initiative uncovered consistent signatures of parallelism paired with super capacity, the latter appearing both through the traditional conditioning on being correct and still present when modest speed accuracy trade-off was accounted for. Thus, the SFT and GRT inferences were quite compatible with a plausible cause of the positive correlations being across-channel facilitatory interactions which led to super capacity processing.
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Affiliation(s)
- Yanjun Liu
- Cognition and Cognitive Neuroscience, Vanderbilt University, Nashville, TN, USA
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4
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Niv L, Moran R, Algom D. The nature of Garner interference: The role of uncertainty, information, and variation in the breakdown in selective attention. Cognition 2021; 218:104950. [PMID: 34768122 DOI: 10.1016/j.cognition.2021.104950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 10/29/2021] [Accepted: 11/01/2021] [Indexed: 11/26/2022]
Abstract
The popular measure of Garner Interference specifies the detriment to performance with the task-relevant attribute in the presence of a randomly varying distractor. But is irrelevant variation per se responsible for this breakdown of selective attention as the traditional account suggests? In this study we identified an overlooked alternative account - increased irrelevant information - which threatens the validity of the variation interpretation. We designed a new condition within the Garner paradigm, Roving Baseline, which allowed for dissociating the separate and combined contributions of information and variation at both macro and micro levels of analysis. A third account, increased number of stimuli or stimulus uncertainty, was also considered as well as the rival interpretations of configural processing and change detection. Our conceptual assay was complemented by a pair of dedicated experiments that included the novel Roving Baseline condition. The results of the theoretical analysis and of the experiments converged on supporting variability as the source of Garner interference. We found no evidence for an influence of information or of stimulus uncertainty. Our study thus adds further support for W. R. Garner's original intuition when designing the paradigm and the interference bearing his name.
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Affiliation(s)
| | - Rani Moran
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, 10-12 Russell Square, London WC1B 5EH, UK; Wellcome Centre for Human Neuroimaging, University College London, London WC1N 3BG, UK
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Feizabadi M, Albonico A, Starrfelt R, Barton JJS. Whole-object effects in visual word processing: Parallels with and differences from face recognition. Cogn Neuropsychol 2021; 38:231-257. [PMID: 34529548 DOI: 10.1080/02643294.2021.1974369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Visual words and faces differ in their structural properties, but both are objects of high expertise. Holistic processing is said to characterize expert face recognition, but the extent to which whole-word processes contribute to word recognition is unclear, particularly as word recognition is thought to proceed by a component-based process. We review the evidence for experimental effects in word recognition that parallel those used to support holistic face processing, namely inversion effects, the part-whole task, and composite effects, as well as the status of whole-word processing in pure alexia and developmental dyslexia, contrasts between familiar and unfamiliar languages, and the differences between handwriting and typeset font. The observations support some parallels in whole-object influences between face and visual word recognition, but do not necessarily imply similar expert mechanisms. It remains to be determined whether and how the relative balance between part-based and whole-object processing differs for visual words and faces.
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Affiliation(s)
- Monireh Feizabadi
- Department of Medicine (Neurology), Ophthalmology and Visual Science, University of British Columbia, Vancouver, Canada
| | - Andrea Albonico
- Department of Medicine (Neurology), Ophthalmology and Visual Science, University of British Columbia, Vancouver, Canada
| | - Randi Starrfelt
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Jason J S Barton
- Department of Medicine (Neurology), Ophthalmology and Visual Science, University of British Columbia, Vancouver, Canada
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Jin H, Oxner M, Corballis PM, Hayward WG. Holistic face processing is influenced by non-conscious visual information. Br J Psychol 2021; 113:300-326. [PMID: 34240413 DOI: 10.1111/bjop.12521] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 06/25/2021] [Indexed: 11/28/2022]
Abstract
Holistic face processing has been widely implicated in conscious face perception. Yet, little is known about whether holistic face processing occurs when faces are processed unconsciously. The present study used the composite face task and continuous flash suppression (CFS) to inspect whether the processing of target facial information (the top half of a face) is influenced by irrelevant information (the bottom half) that is presented unconsciously. Results of multiple experiments showed that the composite effect was observed in both monocular and CFS conditions, providing the first evidence that the processing of top facial halves is influenced by the aligned bottom halves no matter whether they are presented consciously or unconsciously. However, much of the composite effect for faces without masking was disrupted when bottom facial parts were rendered with CFS. These results suggest that holistic face processing can occur unconsciously, but also highlight the significance of holistic processing of consciously presented faces.
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Affiliation(s)
- Haiyang Jin
- School of Psychology, University of Auckland, New Zealand
| | - Matt Oxner
- Institute of Psychology, University of Leipzig, Germany
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7
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Wang P, Liu Y, Zhou P. The effect of perceptual load on the processing of multiple social categories in face. Acta Psychol (Amst) 2020; 206:103041. [PMID: 32268258 DOI: 10.1016/j.actpsy.2020.103041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Revised: 02/11/2020] [Accepted: 02/13/2020] [Indexed: 10/24/2022] Open
Abstract
The aim of this study is to explore the processing features of the multi-social categories and their mechanisms of interaction. Adopting the Inhibition Paradigm in experiment 1, this study investigated whether the race and gender information obtained from images of face would influence the judgment of name category under the different perceptual load levels. The results of two sub-experiments showed that facial features contained strong, intuitive clues for race category. When the perceptual load level was low, it was automatically processed whether it was related to the task or not; when the perceptual load level was high, the automated process did not occur. The gender category utilized top-down flexible processing, which could be affected easily by the intent of the task. It was not processed when it was irrelevant to the task. Experiment 2 further proved that the different levels of difficulty would not have impact on the results of experiment 1. In summary, this study suggests that the race category is an automatic process from the bottom to up, which affects the processing of irrelevant primitive social categories; and that gender processing is regulated by the task intention, exhibiting top-down processing characteristics without affecting the processing of irrelevant primary social categories. Therefore, it can be concluded that there is an asymmetry in the interaction of the primary social categories.
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Affiliation(s)
- Pei Wang
- East China Normal University, Shanghai, China.
| | - Yuting Liu
- Shanghai Normal University, Shanghai, China
| | - Pei Zhou
- Shanghai Normal University, Shanghai, China
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8
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Fitousi D. Decomposing the composite face effect: Evidence for non-holistic processing based on the ex-Gaussian distribution. Q J Exp Psychol (Hove) 2020; 73:819-840. [PMID: 31952449 DOI: 10.1177/1747021820904222] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Composite faces fuse the top and bottom halves from two different faces to create a powerful illusion of a novel face. It has been argued that composite faces are processed holistically, namely that the constituent face parts are perceived as a template, rather than independent features. This study sought to uncover the locus of the composite face effect by relating its empirical reaction time distributions to theoretical ex-Gaussian parameters. The results showed that the composite face effect for unfamiliar (Experiment 1) and familiar (Experiment 2) faces is generated by pure changes in the exponential component of the ex-Gaussian distribution. This held true for both partial and complete design measures. The exponential component has been attributed to working memory and attentional processes. The results suggest the involvement of attentional and working memory processes in the composite face effect and in the perception of faces in general. They cast doubts on the holistic nature of face processing. The results also provide important constraints on future computational theories of the effect.
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Affiliation(s)
- Daniel Fitousi
- Department of Behavioral Science, Ariel University, Ariel, Israel
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Holistic word context does not influence holistic processing of artificial objects in an interleaved composite task. Atten Percept Psychophys 2019; 81:1767-1780. [PMID: 31290132 DOI: 10.3758/s13414-019-01812-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Holistic processing, a hallmark of expert processing, has been shown for written words, signaled by the word composite effect, similar to the face composite effect: fluent readers find it difficult to focus on just one half of a written word while ignoring the other half, especially when the two word halves are aligned rather than misaligned. This effect is signaled by a significant interaction between alignment and congruency of the two word parts. Face and visual word recognition, however, involve different neural mechanisms with an opposite hemispheric lateralization. It is then possible that faces and words can both involve holistic processing in their own separate face and word processing systems, but by using different mechanisms. In the present study, we replicated with words a previous study done with faces (Richler, Bukach, & Gauthier, 2009, Experiment 3). In a first experiment we showed that in a composite task with aligned artificial objects, no congruency effects are found. In a second experiment, using an interleaved task, a congruency effect for Ziggerins was induced in trials in which a word was first encoded, but more strongly when it was aligned. However, in a stricter test, we found no differences between the congruency effect for Ziggerins induced by aligned words versus pseudowords. Our results demonstrate that different mechanisms can underlie holistic processing in different expertise domains.
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Gandolfo M, Downing PE. Perceiving emotion and sex from the body: evidence from the Garner task for independent processes. Cogn Emot 2019; 34:427-437. [PMID: 31234731 DOI: 10.1080/02699931.2019.1634003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The appearance of the body signals socially relevant states and traits, but the how these cues are perceived is not well understood. Here we examined judgments of emotion and sex from the body's appearance. Understanding how we extract these cues is important because they are both salient and socially relevant. Participants viewed body images and either reported the emotion expressed by each body while ignoring its sex, or else reported the sex while ignoring its emotion. Following Garner's logic, two types of blocks were compared. In control blocks, the task-irrelevant dimension was fixed (e.g. all male in an emotion judgment task), whereas in orthogonal blocks it varied orthogonally to the task-relevant dimension (e.g. male-female). Where two dimensions draw on shared processes, interference results in relatively slower responses during orthogonal blocks. In contrast, a finding of no Garner interference - efficient selection of the task-relevant dimension - is taken to reflect independent processes. Bayesian analyses revealed evidence of no Garner interference between sex and emotion judgments, showing that extraction of these distinct signals from the body's appearance proceeds along largely parallel processing streams. These findings are informative about the mental architecture behind our perception of socially relevant characteristics of other people.
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11
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Abstract
The other-race effect refers to the difficulty of discriminating between faces from ethnic and racial groups other than one's own. This effect may be caused by a slow, feature-by-feature, analytic process, whereas the discrimination of own-race faces occurs faster and more holistically. However, this distinction has received inconsistent support. To provide a critical test, we employed Systems Factorial Technology (Townsend & Nozawa in Journal of Mathematical Psychology, 39, 321-359, 1995), which is a powerful tool for analyzing the organization of mental networks underlying perceptual processes. We compared Taiwanese participants' face discriminations of both own-race (Taiwanese woman) and other-race (Caucasian woman) faces according to the faces' nose-to-mouth separation and eye-to-eye separation. We found evidence for weak holistic processing (parallel processing) coupled with the strong analytic property of a self-terminating stopping rule for own-race faces, in contrast to strong analytic processing (serial self-terminating processing) for other-race faces, supporting the holistic/analytic hypothesis.
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12
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Wang CC. Investigating the Time Course of Part-Based and Holistic Processing in Face Perception. Front Psychol 2019; 9:2630. [PMID: 30719016 PMCID: PMC6348790 DOI: 10.3389/fpsyg.2018.02630] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 12/06/2018] [Indexed: 11/13/2022] Open
Abstract
Human has an exceptional ability for face recognition to keep up social network. However, it is unclear to understand the mechanisms of face recognition until now. Specifically, there is less research to examine the time course of part-based and holistic processing when these two routes trigger and finish. In the present experiments, the exposure time was manipulated to examine the time course of face processing and found evidence suggesting that holistic processing occurs shortly after part-based processing at about 200 ms, and can last for a relatively long duration up to 2,000 ms. These results may support to a dual-route model comprising holistic processing and part-based processing in face perception. Moreover, our findings were inconsistent with the previous study which suggests that no holistic processing was observed at the relatively long duration, and suspected that perceptual discriminability may have been responsible for the discrepancy.
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Affiliation(s)
- Chao-Chih Wang
- Research Center for Education and Mind Sciences, Hsinchu Teachers College, National Tsing Hua University, Hsinchu, Taiwan
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Gerlach C, Klargaard SK, Petersen A, Starrfelt R. Delayed processing of global shape information in developmental prosopagnosia. PLoS One 2017; 12:e0189253. [PMID: 29261708 PMCID: PMC5738059 DOI: 10.1371/journal.pone.0189253] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2017] [Accepted: 11/22/2017] [Indexed: 11/24/2022] Open
Abstract
There is accumulating evidence suggesting that a central deficit in developmental prosopagnosia (DP), a disorder characterized by profound and lifelong difficulties with face recognition, concerns impaired holistic processing. Some of this evidence comes from studies using Navon’s paradigm where individuals with DP show a greater local or reduced global bias compared with controls. However, it has not been established what gives rise to this altered processing bias. Is it a reduced global precedence effect, changes in susceptibility to interference effects or both? By analyzing the performance of 10 individuals with DP in Navon’s paradigm we find evidence of a reduced global precedence effect: The DPs are slower than controls to process global but not local shape information. Importantly, and in contrast to previous studies, we demonstrate that the DPs perform normally in a comprehensive test of visual attention, showing normal: visual short-term memory capacity, speed of visual processing, efficiency of top-down selectivity, and allocation of attentional resources. Hence, we conclude that the reduced global precedence effect reflects a perceptual rather than an attentional deficit. We further show that this reduced global precedence effect correlates both with the DPs’ face recognition abilities, as well as their ability to recognize degraded (non-face) objects. We suggest that the DPs’ impaired performance in all three domains (Navon, face and object recognition) may be related to the same dysfunction; delayed derivation of global relative to local shape information.
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Affiliation(s)
- Christian Gerlach
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- * E-mail:
| | - Solja K. Klargaard
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Anders Petersen
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Randi Starrfelt
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
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Meaux E, Vuilleumier P. Facing mixed emotions: Analytic and holistic perception of facial emotion expressions engages separate brain networks. Neuroimage 2016; 141:154-173. [DOI: 10.1016/j.neuroimage.2016.07.004] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Revised: 06/26/2016] [Accepted: 07/02/2016] [Indexed: 11/27/2022] Open
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Little DR, Wang T, Nosofsky RM. Sequence-sensitive exemplar and decision-bound accounts of speeded-classification performance in a modified Garner-tasks paradigm. Cogn Psychol 2016; 89:1-38. [PMID: 27472912 DOI: 10.1016/j.cogpsych.2016.07.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2016] [Revised: 07/12/2016] [Accepted: 07/14/2016] [Indexed: 11/17/2022]
Abstract
Among the most fundamental results in the area of perceptual classification are the "correlated facilitation" and "filtering interference" effects observed in Garner's (1974) speeded categorization tasks: In the case of integral-dimension stimuli, relative to a control task, single-dimension classification is faster when there is correlated variation along a second dimension, but slower when there is orthogonal variation that cannot be filtered out (e.g., by attention). These fundamental effects may result from participants' use of a trial-by-trial bypass strategy in the control and correlated tasks: The observer changes the previous category response whenever the stimulus changes, and maintains responses if the stimulus repeats. Here we conduct modified versions of the Garner tasks that eliminate the availability of a pure bypass strategy. The fundamental facilitation and interference effects remain, but are still largely explainable in terms of pronounced sequential effects in all tasks. We develop sequence-sensitive versions of exemplar-retrieval and decision-bound models aimed at capturing the detailed, trial-by-trial response-time distribution data. The models combine assumptions involving: (i) strengthened perceptual/memory representations of stimuli that repeat across consecutive trials, and (ii) a bias to change category responses on trials in which the stimulus changes. These models can predict our observed effects and provide a more complete account of the underlying bases of performance in our modified Garner tasks.
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Affiliation(s)
| | - Tony Wang
- The University of Melbourne, Australia; Brown University, United States
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17
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Abstract
Holistic processing is often used as a construct to characterize face recognition. An important recent study by Gold, Mundy, and Tjan (2012) quantified holistic processing by computing a facial-feature integration index derived from an ideal observer model. This index was mathematically defined as the ratio of the psychophysical contrast sensitivities squared for recognizing a whole face versus the sum of contrast sensitivities squared for individual face parts (left eye, right eye, nose, and mouth). They observed that this index was not significantly different from 1, leading to the provocative conclusion that the perception of a face is no more than the sum of its parts. What may not be obvious to all readers of this work is that these conclusions were based on a collection of faces that shared essentially the same configuration of face parts. We tested whether the facial-feature integration index would also equal 1 when faces have a range of configurations mirroring the range of variability in real-world faces, using the same experimental procedure and calculating the same integration index as Gold et al. When tested on faces with the same configuration, we also observed an integration index similar to what Gold et al. reported. But when tested on faces with variable configurations, we observed an integration index significantly greater than 1. Combing our results with those of Gold et al. further clarifies the theoretical construct of holistic processing in face recognition and what it means for the whole to be greater than the sum of its parts.
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Abstract
Why do faces become easier to recognize with repeated exposure? Previous research has suggested that familiarity may induce a qualitative shift in visual processing from an independent analysis of individual facial features to analysis that includes information about the relationships among features (Farah, Wilson, Drain, & Tanaka Psychological Review, 105, 482-498, 1998; Maurer, Grand, & Mondloch Trends in Cognitive Science, 6, 255-260, 2002). We tested this idea by using a "summation-at-threshold" technique (Gold, Mundy, & Tjan Psychological Science, 23, 427-434, 2012; Nandy & Tjan Journal of Vision, 8, 3.1-20, 2008), in which an observer's ability to recognize each individual facial feature shown independently is used to predict their ability to recognize all of the features shown in combination. We find that, although people are better overall at recognizing familiar as opposed to unfamiliar faces, their ability to integrate information across features is similar for unfamiliar and highly familiar faces and is well predicted by their ability to recognize each of the facial features shown in isolation. These results are consistent with the idea that familiarity has a quantitative effect on the efficiency with which information is extracted from individual features, rather than a qualitative effect on the process by which features are combined.
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Holistic face perception is modulated by experience-dependent perceptual grouping. Atten Percept Psychophys 2016; 78:1392-404. [DOI: 10.3758/s13414-016-1077-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Holistic processing as measured in the composite task does not always go with right hemisphere processing in face perception. Neurocomputing 2016. [DOI: 10.1016/j.neucom.2015.12.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Fitousi D. Comparing the role of selective and divided attention in the composite face effect: Insights from Attention Operating Characteristic (AOC) plots and cross-contingency correlations. Cognition 2015; 148:34-46. [PMID: 26722710 DOI: 10.1016/j.cognition.2015.12.012] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Revised: 12/15/2015] [Accepted: 12/16/2015] [Indexed: 11/20/2022]
Abstract
Composite faces combine the top half of one face with the bottom half of another to create a compelling illusion of a new face. Evidence for holistic processing with composite faces comes primarily from a matching procedure in a selective attention task. In the present study, a dual-task approach has been employed to study whether composite faces reflect genuine holistic (i.e., fusion of parts) or non-holistic processing strategies (i.e., switching, resource sharing). This has been accomplished by applying the Attention Operation Characteristic methodology (AOC, Sperling & Melchner, 1978a, 1978b) and cross-contingency correlations (Bonnel & Prinzmetal, 1998) to composite faces. Overall, the results converged on the following conclusions: (a) observers can voluntarily allocate differential amounts of attention to the top and bottom parts in both spatially aligned and misaligned composite faces, (b) the interaction between composite face halves is due to attentional limitations, not due to switching or fusion strategies, and (c) the processing of aligned and misaligned composite faces is quantitatively and qualitatively similar. Taken together, these results challenge the holistic interpretation of the composite face illusion.
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Affiliation(s)
- Daniel Fitousi
- Department of Behavioral Sciences, Ariel University, Ariel, Israel.
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Kang JH, Kim SJ, Cho YS, Kim SP. Modulation of Alpha Oscillations in the Human EEG with Facial Preference. PLoS One 2015; 10:e0138153. [PMID: 26394328 PMCID: PMC4578776 DOI: 10.1371/journal.pone.0138153] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Accepted: 08/25/2015] [Indexed: 12/03/2022] Open
Abstract
Facial preference that results from the processing of facial information plays an important role in social interactions as well as the selection of a mate, friend, candidate, or favorite actor. However, it still remains elusive which brain regions are implicated in the neural mechanisms underlying facial preference, and how neural activities in these regions are modulated during the formation of facial preference. In the present study, we investigated the modulation of electroencephalography (EEG) oscillatory power with facial preference. For the reliable assessments of facial preference, we designed a series of passive viewing and active choice tasks. In the former task, twenty-four face stimuli were passively viewed by participants for multiple times in random order. In the latter task, the same stimuli were then evaluated by participants for their facial preference judgments. In both tasks, significant differences between the preferred and non-preferred faces groups were found in alpha band power (8-13 Hz) but not in other frequency bands. The preferred faces generated more decreases in alpha power. During the passive viewing task, significant differences in alpha power between the preferred and non-preferred face groups were observed at the left frontal regions in the early (0.15-0.4 s) period during the 1-s presentation. By contrast, during the active choice task when participants consecutively watched the first and second face for 1 s and then selected the preferred one, an alpha power difference was found for the late (0.65-0.8 s) period over the whole brain during the first face presentation and over the posterior regions during the second face presentation. These results demonstrate that the modulation of alpha activity by facial preference is a top-down process, which requires additional cognitive resources to facilitate information processing of the preferred faces that capture more visual attention than the non-preferred faces.
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Affiliation(s)
- Jae-Hwan Kang
- Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea
| | - Su Jin Kim
- Department of Psychology, Korea University, Seoul, Republic of Korea
| | - Yang Seok Cho
- Department of Psychology, Korea University, Seoul, Republic of Korea
| | - Sung-Phil Kim
- Department of Human and Systems Engineering, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea
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Abstract
Using the Garner speeded classification task, Amishav and Kimchi (Psychonomic Bulletin & Review, 17, 743-748, 2010) found that participants could selectively attend to face features: Classifying faces based on the shape of the eyes was not influenced by task-irrelevant variation in the shape of the mouth, and vice versa. This result contrasts with a large body of work using another selective attention task, the composite task, in which participants are unable to selectively attend to face parts: Same/different judgments for one-half of a composite face are influenced by the same/different status of the task-irrelevant half of that composite face. In Amishav and Kimchi, faces all shared a common configuration of face features. By contrast, configuration is typically never controlled in the composite task. We asked whether failures of selective attention observed in the composite task are caused by faces varying in both features and configuration. In two experiments, we found that participants exhibited failures of selective attention to face parts in the composite task even when configuration was held constant, which is inconsistent with Amishav and Kimchi's conclusion that face features can be processed independently unless configuration varies. Although both measure failures of selective attention, the Garner task and composite task appear to measure different mechanisms involved in holistic face perception.
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Affiliation(s)
- Jennifer J Richler
- Department of Psychology, Vanderbilt University, PMB 407817, 2301 Vanderbilt Place, Nashville, TN, 37240-7817, USA,
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Composite faces are not processed holistically: evidence from the Garner and redundant target paradigms. Atten Percept Psychophys 2015; 77:2037-60. [DOI: 10.3758/s13414-015-0887-4] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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25
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Liu TT, Behrmann M. Impaired holistic processing of left-right composite faces in congenital prosopagnosia. Front Hum Neurosci 2014; 8:750. [PMID: 25324755 PMCID: PMC4179530 DOI: 10.3389/fnhum.2014.00750] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 09/05/2014] [Indexed: 11/13/2022] Open
Abstract
Congenital prosopagnosia (CP) refers to a lifelong impairment in face processing despite normal visual and intellectual skills. Many studies have suggested that the key underlying deficit in CP is one of a failure to engage holistic processing. Moreover, there has been some suggestion that, in normal observers, there may be greater involvement of the right than left hemisphere in holistic processing. To examine the proposed deficit in holistic processing and its potential hemispheric atypicality in CP, we compared the performance of 8 CP individuals with both matched controls and a large group of non-matched controls on a novel, vertical composite task. In this task, participants judged whether a cued half of a face (either left or right half) was the same or different at study and test, and the two face halves could be either aligned or misaligned. The standard index of holistic processing is one in which the unattended face half influences performance on the cued half and this influence is greater in the aligned than in the misaligned condition. Relative to controls, the CP participants, both at a group and at an individual level, did not show holistic processing in the vertical composite task. There was also no difference in performance as a function of hemifield of the cued face half in the CP individuals, and this was true in the control participants, as well. The findings clearly confirm the deficit in holistic processing in CP and reveal the useful application of this novel experimental paradigm to this population and potentially to others as well.
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Affiliation(s)
- Tina T Liu
- Department of Psychology, Carnegie Mellon University Pittsburgh, PA, USA ; Center for the Neural Basis of Cognition, Carnegie Mellon University Pittsburgh, PA, USA
| | - Marlene Behrmann
- Department of Psychology, Carnegie Mellon University Pittsburgh, PA, USA ; Center for the Neural Basis of Cognition, Carnegie Mellon University Pittsburgh, PA, USA
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26
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Yovel G, Wilmer JB, Duchaine B. What can individual differences reveal about face processing? Front Hum Neurosci 2014; 8:562. [PMID: 25191241 PMCID: PMC4137541 DOI: 10.3389/fnhum.2014.00562] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2014] [Accepted: 07/10/2014] [Indexed: 11/29/2022] Open
Abstract
Faces are probably the most widely studied visual stimulus. Most research on face processing has used a group-mean approach that averages behavioral or neural responses to faces across individuals and treats variance between individuals as noise. However, individual differences in face processing can provide valuable information that complements and extends findings from group-mean studies. Here we demonstrate that studies employing an individual differences approach—examining associations and dissociations across individuals—can answer fundamental questions about the way face processing operates. In particular these studies allow us to associate and dissociate the mechanisms involved in face processing, tie behavioral face processing mechanisms to neural mechanisms, link face processing to broader capacities and quantify developmental influences on face processing. The individual differences approach we illustrate here is a powerful method that should be further explored within the domain of face processing as well as fruitfully applied across the cognitive sciences.
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Affiliation(s)
- Galit Yovel
- School of Psychological Sciences, Sagol School of Neuroscience, Tel Aviv University Tel Aviv, Israel
| | - Jeremy B Wilmer
- Department of Psychology, Wellesley College Wellesley, MA, USA
| | - Brad Duchaine
- Department of Psychological and Brain Sciences, Dartmouth College Hanover, NH, USA
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Abstract
The face-inversion effect (FIE) can be viewed as being based on two kinds of findings. According to the face(UI) effect, perception and recognition are better for faces presented upright (U) than for faces presented inverted (I). According to the face/object(UI) effect, inversion impairs the processing of faces more than the processing of nonfacial objects (e.g., buildings or cars). Part I of this article focuses on the face(UI) effect and the configural-processing hypothesis, which is considered the most popular explanatory hypothesis of the FIE. In this hypothesis, it is proposed that inversion impairs the processing of configural information (the spatial relations between features) but hardly (if at all) impairs the processing of featural information (e.g., eyes, nose, and mouth). Part II of the article starts from the conclusion reached in part I, that the configural-processing hypothesis has not succeeded in explaining a substantial number of the findings and in resolving certain theoretical problems. The part then goes on to outline a new alternative model, the face-scheme incompatibility (FSI) model, which contends with these theoretical problems, accounts for the configural-processing hypothesis, succeeds in explaining a considerable portion of the empirical findings related to the face(UI) effect, and proposes a relatively new research program on the concept of the face scheme. The basic assumption of the FSI model is that schemes and prototypes are involved in processing a visual stimulus of a face and in transforming it to a "meaning-bearing" face, and that different schemes are involved if the face is presented upright or inverted.
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Freud E, Avidan G, Ganel T. Holistic processing of impossible objects: Evidence from Garner’s speeded-classification task. Vision Res 2013; 93:10-8. [DOI: 10.1016/j.visres.2013.10.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2013] [Revised: 08/08/2013] [Accepted: 10/02/2013] [Indexed: 11/25/2022]
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Richler JJ, Palmeri TJ, Gauthier I. The effects of varying configuration in the composite task support an attentional account of holistic processing. VISUAL COGNITION 2013. [DOI: 10.1080/13506285.2013.844968] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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30
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Kimchi R, Behrmann M, Avidan G, Amishav R. Perceptual separability of featural and configural information in congenital prosopagnosia. Cogn Neuropsychol 2013; 29:447-63. [DOI: 10.1080/02643294.2012.752723] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Ruth Kimchi
- a Department of Psychology , University of Haifa , Haifa , Israel
- d Institute of Information Processing and Decision Making , University of Haifa , Haifa , Israel
| | - Marlene Behrmann
- b Department of Psychology , Carnegie Mellon University , Pittsburgh , PA , USA
| | - Galia Avidan
- c Department of Psychology , Ben-Gurion University of the Negev , Beer-Sheva , Israel
| | - Rama Amishav
- d Institute of Information Processing and Decision Making , University of Haifa , Haifa , Israel
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31
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Rossion B. The composite face illusion: A whole window into our understanding of holistic face perception. VISUAL COGNITION 2013. [DOI: 10.1080/13506285.2013.772929] [Citation(s) in RCA: 128] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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32
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Richler JJ, Palmeri TJ, Gauthier I. Meanings, mechanisms, and measures of holistic processing. Front Psychol 2012; 3:553. [PMID: 23248611 PMCID: PMC3520179 DOI: 10.3389/fpsyg.2012.00553] [Citation(s) in RCA: 128] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2012] [Accepted: 11/26/2012] [Indexed: 11/13/2022] Open
Abstract
Few concepts are more central to the study of face recognition than holistic processing. Progress toward understanding holistic processing is challenging because the term “holistic” has many meanings, with different researchers addressing different mechanisms and favoring different measures. While in principle the use of different measures should provide converging evidence for a common theoretical construct, convergence has been slow to emerge. We explore why this is the case. One challenge is that “holistic processing” is often used to describe both a theoretical construct and a measured effect, which may not have a one-to-one mapping. Progress requires more than greater precision in terminology regarding different measures of holistic processing or different hypothesized mechanisms of holistic processing. Researchers also need to be explicit about what meaning of holistic processing they are investigating so that it is clear whether different researchers are describing the same phenomenon or not. Face recognition differs from object recognition, and not all meanings of holistic processing are equally suited to help us understand that important difference.
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33
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Dyson MC, Stott C. Characterizing typographic expertise: Do we process typefaces like faces? VISUAL COGNITION 2012. [DOI: 10.1080/13506285.2012.722568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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34
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Jung K, Ruthruff E, Tybur JM, Gaspelin N, Miller G. Perception of facial attractiveness requires some attentional resources: implications for the “automaticity” of psychological adaptations. EVOL HUM BEHAV 2012. [DOI: 10.1016/j.evolhumbehav.2011.10.001] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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35
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Carlson CA, Gronlund SD, Weatherford DR, Carlson MA. Processing Differences between Feature-Based Facial Composites and Photos of Real Faces. APPLIED COGNITIVE PSYCHOLOGY 2012. [DOI: 10.1002/acp.2824] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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36
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Gilad-Gutnick S, Yovel G, Sinha P. Recognizing Degraded Faces: The Contribution of Configural and Featural Cues. Perception 2012; 41:1497-511. [PMID: 23586289 DOI: 10.1068/p7064] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Human face-recognition processes must maintain high levels of performance under different viewing conditions. An important dimension of variability is image resolution, which is affected by distance, refractive errors, and light levels. Here, we investigate how changes in resolution modulate the visual-system's ability to detect featural versus configural changes in face images. It has been suggested that at lower spatial frequencies the visual system relies predominantly on configural information, yet, to our knowledge, no experiments have systematically examined this idea. We determined subjects' relative sensitivities to configural and featural changes for systematically degraded images. We show that overall configuration and local features are processed equally well at the different resolution levels, supporting the idea of a holistic face-representation that encompasses both feature shape information and information about the distance between the features. These data have also enabled us to derive lower bounds for the resolution needed to effectively use each type of information. Our data are replicated with a completely different face stimulus set, but are not replicated when subjects were shown houses instead of faces. Overall, these results suggest that at lower spatial frequencies, facial representations embody both configural and featural attributes equally, and provide a platform for investigating the essence of holistic facial representations for low-resolution images.
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Affiliation(s)
- Sharon Gilad-Gutnick
- The School of Psychological Sciences, Tel-Aviv University, Israel
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Galit Yovel
- The School of Psychological Sciences, Tel-Aviv University, Israel
| | - Pawan Sinha
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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37
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Avidan G, Tanzer M, Behrmann M. Impaired holistic processing in congenital prosopagnosia. Neuropsychologia 2011; 49:2541-52. [PMID: 21601583 DOI: 10.1016/j.neuropsychologia.2011.05.002] [Citation(s) in RCA: 164] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2010] [Revised: 05/01/2011] [Accepted: 05/05/2011] [Indexed: 11/26/2022]
Abstract
It has long been argued that face processing requires disproportionate reliance on holistic or configural processing, relative to that required for non-face object recognition, and that a disruption of such holistic processing may be causally implicated in prosopagnosia. Previously, we demonstrated that individuals with congenital prosopagnosia (CP) did not show the normal face inversion effect (better performance for upright compared to inverted faces) and evinced a local (rather than the normal global) bias in a compound letter global/local (GL) task, supporting the claim of disrupted holistic processing in prosopagnosia. Here, we investigate further the nature of holistic processing impairments in CP, first by confirming, in a large sample of CP individuals, the absence of the normal face inversion effect and the presence of the local bias on the GL task, and, second, by employing the composite face paradigm, often regarded as the gold standard for measuring holistic face processing. In this last task, we show that, in contrast with controls, the CP group perform equivalently with aligned and misaligned faces and was impervious to (the normal) interference from the task-irrelevant bottom part of faces. Interestingly, the extent of the local bias evident in the composite task is correlated with the abnormality of performance on diagnostic face processing tasks. Furthermore, there is a significant correlation between the magnitude of the local bias in the GL and performance on the composite task. These results provide further evidence for impaired holistic processing in CP and, moreover, corroborate the critical role of this type of processing for intact face recognition.
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Affiliation(s)
- Galia Avidan
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
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38
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Abstract
In the field of face processing, the configural hypothesis is defended by many researchers. It is often claimed that this thesis is robustly supported by a large number of experiments exploring the face-inversion effect, the composite face effect, the face superiority effect, and the negative face effect. However, this claim is generally based on a rudimentary and approximate vote-counting approach. In this paper, I use meta-analyses to examine the relevant literature in more depth. The analysis supports the vote-counting argument.
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Affiliation(s)
- Raymond Bruyer
- University of Louvain, Institute of Research in Psychological Sciences, Place du cardinal Mercier 10, 1348-Louvain la Neuve, Belgium
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