Institute of Psychology,Chinese Academy Of Sciences
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    CASME II: An Improved Spontaneous Micro-Expression Database and the Baseline Evaluation

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    A robust automatic micro-expression recognition system would have broad applications in national safety, police interrogation, and clinical diagnosis. Developing such a system requires high quality databases with sufficient training samples which are currently not available. We reviewed the previously developed micro-expression databases and built an improved one (CASME II), with higher temporal resolution (200 fps) and spatial resolution (about 280x340 pixels on facial area). We elicited participants' facial expressions in a well-controlled laboratory environment and proper illumination (such as removing light flickering). Among nearly 3000 facial movements, 247 micro-expressions were selected for the database with action units (AUs) and emotions labeled. For baseline evaluation, LBP-TOP and SVM were employed respectively for feature extraction and classifier with the leave-one-subject-out cross-validation method. The best performance is 63.41% for 5-class classification

    TPH2 genotype is associated with PTSD's avoidance symptoms in Chinese female earthquake survivors

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    Genetic factors are important in the development of post-traumatic stress disorder (PTSD) following exposure to traumatic events. However, the molecular genetic underpinnings of this disorder have not been definitive. This study examined the association between tryptophan hydroxylase 2 (TPH2) rs11178997 genotype, a single-nucleotide polymorphism (SNP) located in the transcriptional control region, and PTSD symptoms. A total of 326 Chinese adults who suffered from the deadly 2008 Wenchuan earthquake and lost their children during the disaster participated in this study. PTSD symptoms were measured with PTSD checklist, and the SNP was successfully genotyped by the MassARRAY system. The results indicated that, although the rs11178997 genotype was not associated with total PTSD symptoms, it could significantly predict severity of PTSD's avoidance symptoms in women. These findings support that TPH2 may play an important functional role in the development of PTSD and contribute to the limited literature regarding the genetic basis and the sex-specific expression of PTSD's symptoms

    A Pilot Theory-Based Intervention to Improve Resilience, Psychosocial Well-Being, and Quality of Life Among People Living With HIV in Rural China

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    This pilot study aimed at fostering resilience among people living with HIV and improving the HIV-negative participants' acceptance of people living with HIV. A group of 75 people living with HIV who were former blood/plasma donors and 36 HIV-negative fellow villagers in rural China participated in the intervention. The 8 sessions lasted for 4 months and were facilitated by trained local family-planning officers. Efficacy of the intervention was assessed using a pre- and postprogram study design; measurements were made at baseline, at completion, and 3 months afterward completion. The authors found that the HIV-positive participants increased their levels of resilience, social support, and quality of life and that they reported fewer symptoms of depression, anxiety, and stress at the completion of the intervention; most of these changes were sustained at the 3-month follow-up. Such participants also reported subjective improvements on problem-solving skills, self-confidence, and a feeling of being cared for by others. In addition, the HIV-negative participants' discriminatory attitudes toward people living with HIV were reduced after completing the intervention. The majority of the participants was satisfied with the intervention and would recommend it to others. The train-the-trainer approach was used effectively. Positive effects of the intervention have been revealed and future randomized controlled studies are warranted

    Obsessive-compulsive symptoms and personal disposition, family coherence and school environment in Chinese adolescents: A resilience approach

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    Background: Risk factors of adolescents with obsessive-compulsive symptoms (DC) have been extensively examined, but protective resilience factors have not been explored, particularly in Chinese adolescents

    Acute stress responses in Chinese soldiers performing various military tasks

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    Background: To examine Chinese soldiers' acute stress responses, we did this study

    The visual magnocellular deficit in Chinese-speaking children with developmental dyslexia

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    Many alphabetic studies have evidenced that individuals with developmental dyslexia (DD) have deficits in visual magnocellular (M) pathway. However, there are few studies to investigate the M function of Chinese DD. Chinese is a logographic language, and Chinese characters are complicated in structure. Visual skills and orthographic processing abilities are particularly important for efficient reading in Chinese as compared to alphabetic languages. Therefore, it is necessary to investigate the visual M function of Chinese DD and whether the M function was associated with orthographic skills. In the present study, 26 dyslexic children (mean age: 10.03 years) and 27 age-matched normal children (mean age: 10.37 years) took part in a coherent motion (CM) detection task and an orthographic awareness test. The results showed that dyslexic children had a significantly higher threshold than age-matched children in CM detection task. Meanwhile, children with DD responded more slowly in orthographic awareness test, although the group difference was marginally significant. The results suggested that Chinese dyslexics had deficits both in visual M pathway processing and orthographic processing. In order to investigate the relationship between M function and orthographic skills, we made a correlation analysis between CM threshold and orthographic awareness by merging performance of dyslexic children and age-matched children. The results revealed that CM thresholds were positively correlated with reaction times in orthographic awareness test, suggesting that better M function was related to better orthographic processing skills

    Social and non-social deficits in children with high-functioning autism and their cooperative behaviors

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    The persistent deficits in social communication and social interactions of individuals with high-functioning autism (HFA) may impair their cooperative behaviors. This study investigated the relationship between social and non-social deficits in children with HFA and the cooperative behaviors of such children. Theory of mind (ToM), executive function, and central coherence of children with HFA and typically developing (TD) children, aged 6-12 years, were investigated, and the effects of these social and non-social deficits on children's cooperativeness were examined. The classical prisoner's dilemma game (PDG) and cooperative implemental tasks were used to assess children's cooperativeness. ToM was measured using a series of classical false belief tasks and the face test. The Wisconsin Card Sorting Task (WCST) and the Embedded Figures Test (EFT) were administered to assess executive function and central coherence, respectively. The results showed that there was no significant difference in cooperation in PDG between HFA and TD children, while cooperation in children with HFA in the interruption period of the implemental tasks was significantly lower than that of TD children. Children with HFA had social deficits and had more poorly developed ToM than TD children, and executive function in children with HFA was poorer than that in TD children. Different types of deficits were predictive of HFA children's degree of cooperation on different tasks: the social perceptual component of ToM and executive function predicted children's cooperativeness in the PDC, and executive function predicted HFA children's cooperativeness during the interruption period of an implemental task. By contrast, central coherence did not predict either of the two types of cooperation. It might indicate that the two different types of cooperative tasks may require different mental abilities. (C) 2014 Elsevier Ltd. All rights reserved

    Predicting performance in manually controlled rendezvous and docking through spatial abilities

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    Manually controlled rendezvous and docking (manual RVD) is a challenging space task for astronauts. This study aims to identify spatial abilities that are critical for accomplishing manual RVD. Based on task analysis, spatial abilities were deduced to be critical for accomplishing manual RVD. 15 Male participants performed manual RVD task simulations and spatial ability tests (the object-manipulation spatial ability and spatial orientation ability). Participants' performance in the test of visualization of viewpoints (which measures the spatial orientation ability) was found to be significantly correlated with their manual RVD performance, indicating that the spatial orientation ability in the sense of perspective taking is particularly important for accomplishing manual RVD. (C) 2013 COSPAR. Published by Elsevier Ltd. All rights reserved

    The feet have it: Local biological motion cues trigger reflexive attentional orienting in the brain

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    Most vertebrates, humans included, have a primitive visual system extremely sensitive to the motion of biological entities. Most previous studies have examined the global aspects of biological motion perception, but local motion processing has received much less attention. Here we provide direct psychophysical and electrophysiological evidence that human observers are intrinsically tuned to the characteristics of local biological motion cues independent of global configuration. Using a modified central cueing paradigm, we show that observers involuntarily orient their attention towards the walking direction of feet motion sequences, which triggers an early directing attention negativity (EDAN) in the occipito-parietal region 100-160 ms after the stimulus onset. Notably, such effects are sensitive to the orientation of the local cues and are independent of whether the observers are aware of the biological nature of the motion. Our findings unambiguously demonstrate the automatic processing of local biological motion without explicit recognition. More importantly, with the discovery that local biological motion signals modulate attention, we highlight the functional importance of such processing in the brain. (C) 2013 Elsevier Inc. All rights reserved

    Face Recognition and Micro-expression Recognition Based on Discriminant Tensor Subspace Analysis Plus Extreme Learning Machine

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    In this paper, a novel recognition algorithm based on discriminant tensor subspace analysis (DTSA) and extreme learning machine (ELM) is introduced. DTSA treats a gray facial image as a second order tensor and adopts two-sided transformations to reduce dimensionality. One of the many advantages of DTSA is its ability to preserve the spatial structure information of the images. In order to deal with micro-expression video clips, we extend DTSA to a high-order tensor. Discriminative features are generated using DTSA to further enhance the classification performance of ELM classifier. Another notable contribution of the proposed method includes significant improvements in face and micro-expression recognition accuracy. The experimental results on the ORL, Yale, YaleB facial databases and CASME micro-expression database show the effectiveness of the proposed method

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