scholarly journals The dynamics of facial identity processing: an EEG-based image reconstruction study

2017 ◽  
Vol 17 (10) ◽  
pp. 1262
Author(s):  
Dan Nemrodov ◽  
Matthias Niemeier ◽  
Ashutosh Patel ◽  
Adrian Nestor
Keyword(s):  
Image Reconstruction ◽  
Facial Identity ◽  
Identity Processing

scholarly journals The Neural Dynamics of Facial Identity Processing: Insights from EEG-Based Pattern Analysis and Image Reconstruction

eNeuro ◽  
2018 ◽  
Vol 5 (1) ◽  
pp. ENEURO.0358-17.2018 ◽  
Author(s):  
Dan Nemrodov ◽  
Matthias Niemeier ◽  
Ashutosh Patel ◽  
Adrian Nestor
Keyword(s):  
Image Reconstruction ◽  
Pattern Analysis ◽  
Neural Dynamics ◽  
Facial Identity ◽  
Identity Processing

scholarly journals Memory and Perception-based Facial Image Reconstruction

2017 ◽  
Author(s):  
Chi-Hsun Chang ◽  
Dan Nemrodov ◽  
Andy C. H. Lee ◽  
Adrian Nestor
Keyword(s):  
Image Reconstruction ◽  
Visual Memory ◽  
Long Term Memory ◽  
Facial Features ◽  
Identity Recognition ◽  
Facial Identity ◽  
Face Images ◽  
Computer Based ◽  
Novel Applications

AbstractVisual memory for faces has been extensively researched, especially regarding the main factors that influence face memorability. However, what we remember exactly about a face, namely, the pictorial content of visual memory, remains largely unclear. The current work aims to elucidate this issue by reconstructing face images from both perceptual and memory-based behavioural data. Specifically, our work builds upon and further validates the hypothesis that visual memory and perception share a common representational basis underlying facial identity recognition. To this end, we derived facial features directly from perceptual data and then used such features for image reconstruction separately from perception and memory data. Successful levels of reconstruction were achieved in both cases for newly-learned faces as well as for familiar faces retrieved from long-term memory. Theoretically, this work provides insights into the content of memory-based representations while, practically, it opens the path to novel applications, such as computer-based ‘sketch artists’.

scholarly journals Dominance of reflectance over shape in facial identity processing is related to individual abilities

2015 ◽  
Vol 15 (12) ◽  
pp. 165
Author(s):  
Marlena Itz ◽  
Jessika Golle ◽  
Stefanie Luttmann ◽  
Stefan Schweinberger ◽  
Jürgen Kaufmann
Keyword(s):  
Facial Identity ◽  
Identity Processing

scholarly journals Facial identity an investigation of neural encoding and image reconstruction

2014 ◽  
Vol 14 (10) ◽  
pp. 604-604 ◽  
Author(s):  
A. Nestor ◽  
D. Plaut ◽  
M. Behrmann
Keyword(s):  
Image Reconstruction ◽  
Neural Encoding ◽  
Facial Identity

scholarly journals Facial expression processing in developmental prosopagnosia

2021 ◽  
Author(s):  
◽  
Lauren Clare Bell
Keyword(s):  
Facial Expression ◽  
Expression Recognition ◽  
Facial Identity ◽  
Video Clips ◽  
Core Deficit ◽  
Identity Perception ◽  
Expression Processing ◽  
Sequential Matching ◽  
Identity Processing ◽  
Inversion Effects

<p>Individuals with developmental prosopagnosia experience lifelong deficits recognising facial identity, but whether their ability to process facial expression is also impaired is unclear. Addressing this issue is key for understanding the core deficit in developmental prosopagnosia, and for advancing knowledge about the mechanisms and development of normal face processing. In this thesis, I report two online studies on facial expression processing with large samples of prosopagnosics. In Study 1, I compared facial expression and facial identity perception in 124 prosopagnosics and 133 controls. I used three perceptual tasks including simultaneous matching, sequential matching, and sorting. I also measured inversion effects to examine whether prosopagnosics rely on typical face mechanisms. Prosopagnosics showed subtle deficits with facial expression, but they performed worse with facial identity. Prosopagnosics also showed reduced inversion effects for facial identity but normal inversion effects for facial expression, suggesting they use atypical mechanisms for facial identity but normal mechanisms for facial expression. In Study 2, I extended the findings of Study 1 by assessing facial expression recognition in 78 prosopagnosics and 138 controls. I used four labelling tasks that varied on whether the facial expressions were basic (e.g., happy) or complex (e.g., elated), and whether they were displayed via static (i.e., images) or dynamic (i.e., video clips) stimuli. Prosopagnosics showed subtle deficits with basic expressions but performed normally with complex expressions. Further, prosopagnosics did not show reduced inversion effects for both types of expressions, suggesting they use similar recognition mechanisms as controls. Critically, the subtle expression deficits that prosopagnosics showed in both studies can be accounted for by autism traits, suggesting that expression deficits are not a feature of prosopagnosia per se. I also provide estimates of the prevalence of deficits in facial expression perception (7.70%) and recognition (2.56% - 5.13%) in prosopagnosia, both of which suggest that facial expression processing is normal in the majority of prosopagnosics. Overall, my thesis demonstrates that facial expression processing is not impaired in developmental prosopagnosia, and suggests that facial expression and facial identity processing rely on separate mechanisms that dissociate in development.</p>

Dominance of texture over shape in facial identity processing is modulated by individual abilities

2016 ◽  
Vol 108 (2) ◽  
pp. 369-396 ◽  
Author(s):  
Marlena L. Itz ◽  
Jessika Golle ◽  
Stefanie Luttmann ◽  
Stefan R. Schweinberger ◽  
Jürgen M. Kaufmann
Keyword(s):  
Facial Identity ◽  
Identity Processing

scholarly journals Facial expression processing in developmental prosopagnosia

2021 ◽  
Author(s):  
◽  
Lauren Clare Bell
Keyword(s):  
Facial Expression ◽  
Expression Recognition ◽  
Facial Identity ◽  
Video Clips ◽  
Core Deficit ◽  
Identity Perception ◽  
Expression Processing ◽  
Sequential Matching ◽  
Identity Processing ◽  
Inversion Effects

<p>Individuals with developmental prosopagnosia experience lifelong deficits recognising facial identity, but whether their ability to process facial expression is also impaired is unclear. Addressing this issue is key for understanding the core deficit in developmental prosopagnosia, and for advancing knowledge about the mechanisms and development of normal face processing. In this thesis, I report two online studies on facial expression processing with large samples of prosopagnosics. In Study 1, I compared facial expression and facial identity perception in 124 prosopagnosics and 133 controls. I used three perceptual tasks including simultaneous matching, sequential matching, and sorting. I also measured inversion effects to examine whether prosopagnosics rely on typical face mechanisms. Prosopagnosics showed subtle deficits with facial expression, but they performed worse with facial identity. Prosopagnosics also showed reduced inversion effects for facial identity but normal inversion effects for facial expression, suggesting they use atypical mechanisms for facial identity but normal mechanisms for facial expression. In Study 2, I extended the findings of Study 1 by assessing facial expression recognition in 78 prosopagnosics and 138 controls. I used four labelling tasks that varied on whether the facial expressions were basic (e.g., happy) or complex (e.g., elated), and whether they were displayed via static (i.e., images) or dynamic (i.e., video clips) stimuli. Prosopagnosics showed subtle deficits with basic expressions but performed normally with complex expressions. Further, prosopagnosics did not show reduced inversion effects for both types of expressions, suggesting they use similar recognition mechanisms as controls. Critically, the subtle expression deficits that prosopagnosics showed in both studies can be accounted for by autism traits, suggesting that expression deficits are not a feature of prosopagnosia per se. I also provide estimates of the prevalence of deficits in facial expression perception (7.70%) and recognition (2.56% - 5.13%) in prosopagnosia, both of which suggest that facial expression processing is normal in the majority of prosopagnosics. Overall, my thesis demonstrates that facial expression processing is not impaired in developmental prosopagnosia, and suggests that facial expression and facial identity processing rely on separate mechanisms that dissociate in development.</p>

scholarly journals Dissociable patterns of medial prefrontal and amygdala activity to face identity versus emotion in bipolar disorder

2012 ◽  
Vol 42 (9) ◽  
pp. 1913-1924 ◽  
Author(s):  
M. T. Keener ◽  
J. C. Fournier ◽  
B. C. Mullin ◽  
D. Kronhaus ◽  
S. B. Perlman ◽  
...  
Keyword(s):  
Bipolar Disorder ◽  
Face Processing ◽  
Emotion Processing ◽  
Social Function ◽  
Neural Circuitry ◽  
Happy Face ◽  
Face Identity ◽  
Facial Identity ◽  
Amygdala Activity ◽  
Identity Processing

BackgroundIndividuals with bipolar disorder demonstrate abnormal social function. Neuroimaging studies in bipolar disorder have shown functional abnormalities in neural circuitry supporting face emotion processing, but have not examined face identity processing, a key component of social function. We aimed to elucidate functional abnormalities in neural circuitry supporting face emotion and face identity processing in bipolar disorder.MethodTwenty-seven individuals with bipolar disorder I currently euthymic and 27 healthy controls participated in an implicit face processing, block-design paradigm. Participants labeled color flashes that were superimposed on dynamically changing background faces comprising morphs either from neutral to prototypical emotion (happy, sad, angry and fearful) or from one identity to another identity depicting a neutral face. Whole-brain and amygdala region-of-interest (ROI) activities were compared between groups.ResultsThere was no significant between-group difference looking across both emerging face emotion and identity. During processing of all emerging emotions, euthymic individuals with bipolar disorder showed significantly greater amygdala activity. During facial identity and also happy face processing, euthymic individuals with bipolar disorder showed significantly greater amygdala and medial prefrontal cortical activity compared with controls.ConclusionsThis is the first study to examine neural circuitry supporting face identity and face emotion processing in bipolar disorder. Our findings of abnormally elevated activity in amygdala and medial prefrontal cortex (mPFC) during face identity and happy face emotion processing suggest functional abnormalities in key regions previously implicated in social processing. This may be of future importance toward examining the abnormal self-related processing, grandiosity and social dysfunction seen in bipolar disorder.

scholarly journals Picturing Jonah Hill: memory-based image reconstruction of facial identity

2017 ◽  
Vol 17 (10) ◽  
pp. 249
Author(s):  
Chi-Hsun Chang ◽  
Dan Nemrodov ◽  
Andy Lee ◽  
Adrian Nestor
Keyword(s):  
Image Reconstruction ◽  
Facial Identity

Neural signature of facial identity processing without awareness

2010 ◽  
Vol 68 ◽  
pp. e409-e410
Author(s):  
Hirokazu Doi ◽  
Akiko Arimura ◽  
Emiko Hirase ◽  
Wakiko Kitamura ◽  
Kazuyuki Shinohara
Keyword(s):  
Facial Identity ◽  
Neural Signature ◽  
Identity Processing
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