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A Study on Improved Label Recognition Method Using Deep Learning. (딥러닝을 활용한 향상된 라벨인식 방법에 관한 연구)

  • Yoo, Sung Geun;Cho, Sung Man;Song, Minjeong;Jeon, Soyeon;Lim, Song Won;Jung, Seokyung;Park, Sangil;Park, Gooman;Kim, Heetae;Lee, Daesung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2018.05a
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    • pp.447-448
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    • 2018
  • 라벨인식과 같은 광학 문자 인식은 영상처리를 활용한 컴퓨터 비전의 대표적인 연구분야이다. 본 연구에서는 딥러닝 기반의 라벨인식 시스템을 고안하였다, 생산 라인에 적용되는 라벨인식 시스템은 인식 속도가 중요하기 때문에 기존의 R-CNN기반의 딥러닝 신경망보다 월등히 빠른 오브젝트 검출 시스템 YOLO를 활용하여 문자를 학습 및 인식 시스템을 개발하였다. 본 시스템은 기존 시스템에 근접하는 문자인식 정확도를 제공하고 자동으로 문자영역을 검출 가능하며, 라벨의 인쇄불량을 판독하도록 하였다. 또한 개발, 배포, 적용이 한번에 가능한 프레임워크를 통하여 생산현장에서 발생하는 다양한 이미지 처리에 활용될 전망이다.

Characteristics of Autonomic Nervous System Responses to Anger in Individuals with Alcohol Use Disorders (AUDs) (분노를 경험하는 동안에 나타난 알코올 사용 장애자의 자율신경계 반응 특성)

  • Park, Mi-Sook;Noh, Jihye;Sohn, Jin-Hun
    • Science of Emotion and Sensibility
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    • v.22 no.4
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    • pp.57-64
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    • 2019
  • Anger is the most common emotional trigger causing relapses in individuals with alcohol use disorders (AUDs). The present study intended to investigate the autonomic nervous system (ANS) responses induced by anger in individuals with AUDs. The participants in this study included twelve individuals with AUDs and 14 non-frequent drinkers. Anger was induced in the participants via a 120-second film clip. Before the presentation of this audio-visual stimulus, the ANS responses of the participants were measured for 60 seconds to ascertain their resting state. Subsequently, the participants' ANS responses were measured again for 120 seconds when they were in an emotional state during the presentation of the clip. After the ANS measurements were taken, participants were asked to rate the type of emotion they had experienced as they viewed the film and to report its intensity. The results indicated that the levels of anger experienced by the AUD group were not significantly different from the emotion registered by the control group. However, the ANS responses induced in AUD participants when they were in an emotional state showed blunted skin conductance levels (SCL) and skin conductance responses (SCR) compared to the control group participants. Individuals with AUDs evinced lower emotional arousal than the participants of the control group. These results can help clinicians understand the psychological and physiological responses of individuals with AUDs to anger in order to design effective interventions that would reduce chances of anger and relapse.

Up-regulation of an ERP component toward racial-outgroup faces in Koreans but not in non-Korean visitors (한국인과 한국에 거주하는 외국인간의 타인종 얼굴에 대한 ERP 요소의 흥분성 조절 비교)

  • Kim, Hyuk;Lee, Kang-hee;Kim, Hyun-Taek;Choi, June-Seek
    • Korean Journal of Cognitive Science
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    • v.33 no.2
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    • pp.95-107
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    • 2022
  • Facial processing of different racial origin has been investigated at various levels including perceptual, emotional, and socio-cultural processing. Particularly, a good deal of studies have been conducted to show "other race effect (ORE)" to indicate that subtle facial information such as identity or emotional expressions are often under-processed in racial out-group members. However, few studies have investigated whether attentional modulation toward racial out-group faces could explain ORE. We investigated whether novelty-driven attentional mechanism is involved in face perception using event-related potential (ERP). Twenty-two Korean (KR) and nine Caucasian-American (AM) participants were presented with emotional faces from the two racial origins while they performed a gender categorization task. KRs showed significantly greater P3 amplitudes to AM than to KR faces indicating that the early attentional processing underlies differential perception of racial out-group faces. Interestingly, P3 was not up-regulated in the AM subjects when they were presented with KR faces, perhaps due to massive habituation to KR faces during everyday social interaction. These results indicate that racial out-group faces are highly salient stimuli which automatically occupy attentional resources, but easily habituated with repeated exposure to the racial-out group.

The Effects of Self-Differentiation and Ego-Resilience on Service Maladjustment Behaviors of Social Service Agent (사회복무요원의 자아분화와 자아탄력성이 복무 부적응행동에 미치는 영향)

  • Lee, Kyung-hee;Park, Jung-yoone
    • The Journal of the Korea Contents Association
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    • v.18 no.4
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    • pp.60-76
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    • 2018
  • The objective of this study was to determine the effects of self-differentiation and ego-resilience on service maladjustment behaviors of Social Service Agent. To achieve this, we chose these research questions. To verify these research questions, data were collected by distributing 470 questionnaires to Social Service Agent serving in service organizations located in Seoul. Four hundred twenty-seven surveys were used for statistical analysis. The results of this study are as follows: First, Social Service Agents were shown to generally adjust well to service, as self-differentiation and ego-resilience were slightly higher than the median, while service maladjustment behavior was slightly lower than the median. Second, when the effects of sociodemographic characteristics, self-differentiation and ego-resilience on service maladjustment behavior were studied, all values of sociodemographic characteristics, self-differentiation and ego-resilience affected all lower factors of service maladjustment behavior with significance. For social withdrawal, the effectiveness of interpersonal relations, optimistic attitude, and the degree of family regression had a negative correlation, and emotional divorce, education level, and term of service had a positive correlation. The degree of family regression, anger management, and cognitive function vs. emotional function had a negative correlation with hyperactivity while self unity had a positive one. Family regression, cognitive function vs. emotional function, anger management, and family's economic level negatively correlated with aggression. Family regression, optimistic attitude, cognitive function vs. emotional function, family's economic level and term of service had a negative correlation with obsession and compulsion.

The Effect of Distinctiveness of stimulus and Partial Retrieval on Memory (자극의 구별성과 부분 인출이 기억에 미치는 영향)

  • Jung, Yoonjae
    • Korean Journal of Cognitive Science
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    • v.30 no.1
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    • pp.31-50
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    • 2019
  • The present study is designed to investigate the effect of perceptive, emotional and semantic distinctiveness on retrieval-induced forgetting(RIF). Experiment 1 was designed to construct a category and category list for RIF experimental paradigm and to investigate the effects of perceptual distinctness on retrieval-induced forgetting. It was used for the list consisting of the six categories and six words in each category list. In controlled conditions, all the stimuli were presented in black and Gothic. In contrast, perceptual distinctiveness conditions, half of the category list were presented in red and Gungseoche. RIF was observed in all conditions. Experiment 2 was designed to investigate the effects of semantic and emotional distinctiveness on retrieval-induced forgetting. In neutral conditions, adjectives related to items were added. In the emotional distinctiveness condition, half of the items in the category were manipulated in such a way as to add the negative adjectives. In the semantic distinctiveness condition, half of the items in the category were manipulated in such a way as to add the inappropriate adjective. As a result, RIF occurred in the neutral condition, but RIF did not occur in both the emotional discrimination condition and the semantic discrimination. These results suggest the possibility that the RIF will not occur when the distinctiveness occurs within a categorical relationship.

A STUDY ON THE STRUCTURAL RELATIONSHIP AMONG TEST ANXIETY, PSYCHOPATHOLOGY, TEMPERAMENT & FAMILY ENVIRONMENT (시험불안과 정신병리, 기질 그리고 가정환경 간의 구조적 관계에 관한 연구 - 시험불안-우울-불안-자기개념-가정환경간의 인과적 관계분석 -)

  • Cho, Soo-Churl;Yoo, Tae-Ik;Shin, Min-Sup
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.10 no.1
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    • pp.50-63
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    • 1999
  • Introduction:Test anxiety is a pervasive problem among high school students in Korea. While anxiety in test situations may actually facilitate the performance of some students, more often it is disruptive and leads to performance decrements. Over the past years, many child psychiatrists have become concerned with understanding the nature of test anxiety, but it is not clearly understood yet. In order to understand the nature of test anxiety, the relationship between test anxiety and depression, state anxiety, trait anxiety, temperament and family environment were examined. Methods:The Test Anxiety Inventory, Chidlren's Depression Inventory, State-Trait Anxiety Inventory, Temperamnet and Family Environment Scale Scale were administered to 576 high school students in Seoul. The relationships between test anxiety and other measures were tested using Pearson correlation coefficients and to test the causal relationship among the variables, regression analysis was performed. Results:The correlation coefficients between test anxiety and depression, state anxiety, trait anxiety, temperament and family environment scale were 0.42(p<0.01), 0.34(p<0.05), 0.38(p<0.05), 0.36(p<0.05) and -0.23(p<0.01), respectively. Regression analysis showed that only state and trait anxiety had direct causal relationship with test anxiety. Depression, temperament and family environment were indirecly related with test anxiety. Conclusions:This study indicates that the level of state and trait anxiety are directly related with test anxiety, and other variables such as temperament, family environment and depression are indirectly related with test anxiety. Thus, in order to develop the effective methods for treatment, these psychopathological characteristics should be kept in mind and the most important factors are the levels of state and trait anxiety.

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Neural correlates of the aesthetic experience using the fractal images : an fMRI study (프랙탈 이미지를 이용하여 본 미적 경험의 뇌 활성화: 기능적 자기공명영상 연구)

  • Lee, Seung-Bok;Jung, Woo-Hyun;Son, Jung-Woo;Jo, Seong-Woo
    • Science of Emotion and Sensibility
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    • v.14 no.3
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    • pp.403-414
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    • 2011
  • The current study examined brain regions associated with aesthetic experience to fractal images using functional MRI. The aesthetic estimations of the images showed that there is a general consensus regarding the perception of beautiful images. Out of 270 fractal images, fifty images rated highest(beautiful images) and fifty images rated lowest(non-beautiful images) were selected and presented to the participants. The two conditions were presented using the block design. Frontal lobes, cingulate gyri, and insula, the areas related to the cognitive and emotional processing in aesthetic experience, were activated when beautiful images were presented. In contrast, the middle occipital gyri and precuneus, the areas associated with experience of negative emotions, were activated when non-beautiful images were presented. The conjunction analysis showed activations in temporal areas in response to beautiful images and activations in parietal areas in response to non-beautiful images. These results indicate that beautiful images elicit semantic interpretations whereas non-beautiful images facilitate abstract processes.

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Analysis of Young Children's Peer Conflict Process (유아 간 발생하는 또래갈등과정 분석)

  • Kim, Gyun Hee
    • Korean Journal of Childcare and Education
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    • v.2 no.2
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    • pp.165-185
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    • 2006
  • The purposes of this study were (1) to investigate the relationship of conflict components, and (2) to investigate interaction of conflict participants. Subjects were ninety-four 3-, 4- and 5-year-olds recruited from eleven child care centers in Seoul, Kyonggi and Incheon province. Interaction process between these young children were recorded by a video camera, and the scenes were transcribed for analysis of peer conflict situations which occurred between two children. Statistical methods used for data analysis were frequencies, percentiles, means, standard deviations, Chi-square. First conflict components are interrelated. There was a significant difference conflict resolution strategies according to conflict issue, and a significant difference conflict outcomes according to conflict resolution strategies. Also conflict outcomes were related to conflict emotion expression. Second, the stratigies interaction of conflict participants were significant and conflict emotion expression of conflict participants were significant.

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An Adaptive Customization Service using Emotional Indices of Bio-rhythm based on Web (웹기반의 바이오리듬의 감성지수를 이용한 적응적 고객화 서비스)

  • Na, Yun-Ji;Ko, Il-Seok
    • The KIPS Transactions:PartD
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    • v.12D no.6 s.102
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    • pp.899-904
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    • 2005
  • Necessity of the service-on-demand that reflect a personal characteristic of a customer was increased by an aggravation of web service competition. So a study on a customization is being performed actively. The common customization system supporting of the personalization is performed through the computational data like individual characteristic or preference. Various studies on the service that used emotional information were performed. But we can't use this emotional information in the web system because of characteristics of emotional information system In this study, we design the adaptive customization system that used emotional information of the customer and analyse the system by experiments.

Hand Gesture Recognition Method based on the MCSVM for Interaction with 3D Objects in Virtual Reality (가상현실 3D 오브젝트와 상호작용을 위한 MCSVM 기반 손 제스처 인식)

  • Kim, Yoon-Je;Koh, Tack-Kyun;Yoon, Min-Ho;Kim, Tae-Young
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.11a
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    • pp.1088-1091
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    • 2017
  • 최근 그래픽스 기반의 가상현실 기술의 발전과 관심이 증가하면서 3D 객체와의 자연스러운 상호작용을 위한 방법들 중 손 제스처 인식에 대한 연구가 활발히 진행되고 있다. 본 논문은 가상현실 3D 오브젝트와의 상호작용을 위한 MCSVM 기반의 손 제스처 인식을 제안한다. 먼저 다양한 손 제스처들을 립모션을 통해 입력 받아 전처리를 수행한 손 데이터를 전달한다. 그 후 이진 결정 트리로 1차 분류를 한 손 데이터를 리샘플링 한 뒤 체인코드를 생성하고 이에 대한 히스토그램으로 특징 데이터를 구성한다. 이를 기반으로 MCSVM 학습을 통해 2차 분류를 수행하여 제스처를 인식한다. 실험 결과 3D 오브젝트와 상호작용을 위한 16개의 명령 제스처에 대해 평균 99.2%의 인식률을 보였고 마우스 인터페이스와 비교한 정서적 평가 결과에서는 마우스 입력에 비하여 직관적이고 사용자 친화적인 상호작용이 가능하다는 점에서 게임, 학습 시뮬레이션, 설계, 의료분야 등 많은 가상현실 응용 분야에서의 입력 인터페이스로 활용 될 수 있고 가상현실에서 몰입도를 높이는데 도움이 됨을 알 수 있었다.