• Title/Summary/Keyword: pattern sensibility

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Research on Classification of 2 dimension Emotion by Pattern analysis of Autonomic response (자율신경계 반응 패턴 분석을 통한 2차원 감성 분류에 대한 연구)

  • 황민철;임평규;김혜진;김세영
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2002.11a
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    • pp.279-282
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    • 2002
  • 자율신경계 반응은 인간의 각성을 측정하는 변수가 될 수 있다(황민철 외, 2001). 본 연구에서는 자율신경계 반응만으로 인간의 2차원 감성 분류를 할 수 있는지를 살펴보았다. 5명의 피험자에게 대중가요나 효과음 등과 같은 다양한 청각자극을 제시하여 감성을 유발한 후, 자율신경계의 반응을 3가지 생리신호(GSR, SKT, PPG)를 통해 측정하여 반응 패턴을 분석하였다. 결과적으로, 자율신경계 반응 패턴은 각성/이완뿐만 아니라 쾌/불쾌간 감성 구분의 가능성을 확인할 수 있었다.

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A Study on Application of the Multi-layor Perceptron to the Human Sensibility Classifier with Eletroencephalogram (뇌파의 감성 분류기로서 다층 퍼셉트론의 활용에 관한 연구)

  • Kim, Dong Jun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.11
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    • pp.1506-1511
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    • 2018
  • This study presents a human sensibility evaluation method using neural network and multiple-template method on electroencephalogram(EEG). We used a multi-layer perceptron type neural network as the sensibility classifier using EEG signal. For our research objective, 10-channel EEG signals are collected from the healthy subjects. After the necessary preprocessing is performed on the acquired signals, the various EEG parameters are estimated and their discriminating performance is evaluated in terms of pattern classification capability. In our study, Linear Prediction(LP) coefficients are utilized as the feature parameters extracting the characteristics of EEG signal, and a multi-layer neural network is used for indicating the degree of human sensibility. Also, the estimation for human comfortableness is performed by varying temperature and humidity environment factors and our results showed that the proposed scheme achieved good performances for evaluation of human sensibility.

A Study on the Human Sensibility Evaluation Technique Using EEGs of 4 Emotions (4가지 감정의 뇌파를 이용한 감성평가 기술에 관한 연구)

  • Kim, Dong-Jun;Kang, Dong-Kee;Kim, Heung-Hwan;Yi, Sang-Han;Go, Han-Woo;Park, Se-Jin
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.51 no.11
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    • pp.528-534
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    • 2002
  • This paper describes a technique for human sensibility evaluation using EEGs of 4 emotions. The proposed method uses the linear predictor coefficients as EEG feature parameters and a neural network as sensibility pattern classifier. For subject independent system, multiple templates are stored and the most similar template can be selected. EEG signals corresponding to 4 emotions such as relaxation, joy, sadness and anger are collected from 5 armature performers. The states of relaxation and joy are considered as positive sensibility and those of sadness and anger as negative. The classification performance suing the proposed method is about 72.6%. This may be promising performance in the human sensibility evaluation.

A Study on the Expression of Material Sensibility of Kengo Kuma's works (쿠마 켄고 건축공간에서 나타나는 재료물성의 감각성 표현 연구)

  • Koo, Bon-Bi;Kim, So-Hee
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.35 no.10
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    • pp.11-18
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    • 2019
  • This study explores the relationship between the expression of material Sensibility properties and the meaning of tectonic in the architectural space of Kengo kuma. First of all, It can be derived that The sensibility of the material is based on phenomenological meaning of the tectonic after modern architecture that also Kengo kuma has been aware of. So it derived characteristics of sensibility by material expression and meaning from the Kengo kuma's works including critical books and collection of architecture works. All derived characteristics consist of sub-sections of the case analysis to figure out correlation with expression of Material Sensibility and tectonic meaning at the Kengo kuma's works. At the ends, it was analyzed through the relationship chart.

A Study on Sensibility Image of Necktie according to Width and Color Combination of Checked Pattern (체크패턴의 폭과 색채조합에 따른 넥타이의 감성이미지 연구)

  • Choi, Su-Koung;Jung, Su-Jin;Sung, Nam-Suk
    • Science of Emotion and Sensibility
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    • v.12 no.4
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    • pp.545-556
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    • 2009
  • The purpose of this study was to investigate the sensibility image of necktie according to width and color combination of checked pattern. The experimental materials developed for this study were a set of stimulus and response scales. The stimuli were 18 color pictures, in which the width(small: 0.2cm, medium: 1cm, large: 2cm), tone combination(similar, contrast), and hue combination(WR: white+red, WB: white+blue, WG: white+gray) were manipulated. The 7-point scale was used for evaluation of sensibility image. The subjects of this research were 216 female college students living in Gyeongnam. The investigation was carried out at September 2009. The data were analyzed by using SPSS program. Analysis methods were ANOVA and Duncan-test. The results of this study were as follows.; The analyses of sensibility for necktie according to width and color combination of checked pattern revealed that the concerned factors are five characteristic dimensions of attractiveness, youth, appeal, elegance, and warmness. Width showed an independent effect on appeal. Tone combination showed an independent effect on attractiveness, appeal, elegance, and warmness. Interaction effects of width and tone combination on attractiveness were found. Hue combination showed an independent effect on all dimensions. In addition, significant interaction effects of width and hue combination on attractiveness, youth, appeal, and elegance were found. Significant interaction effects of tone combination and hue combination on attractiveness, youth, and appeal were found.

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A Study on LED Motion Graphic Formative Image on TV Music Show (TV음악쇼 LED모션그래픽 조형이미지 구성 연구)

  • Oh, Hojun
    • Journal of Digital Contents Society
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    • v.16 no.5
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    • pp.823-834
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    • 2015
  • This study analysed motion graphic formative image composition of TV LED backdrop to be used as background display for performers such as singers appeared on TV music show. Motion graphic LED images are comprised of various plane figures, and backdrop's design function as background screen has a goal to convey synesthesia and sensibility of visual elements. And this analyse classified sensibility concept about color, motion direction and speed to be elements of transmitting sensibility. As the analyse of graphic form among transmitting sensibility elements, this classified form type into its' applied elements, and studied how these elements' motion pattern and arrangement could be placed and replaced at song's four step composition, intro, verse, bridge, chorus part, and also characterized differences of backdrop design for male and female performers. As a case study, it included terrestial broadcasting TV song ranking shows targeted at teenagers. Because they carried out various motion design utilizations. Finally, this reasoned out mainly designing form type, its' applied elements, motion pattern and its' arrangements type division according to the song developing four steps.

Effect of Width, Space, Arrangement, and Lightness on Sensibility of Block Stripe Pattern (폭, 간격, 배열과 명도차이가 블록 스트라이프 패턴의 감성에 미치는 영향)

  • 박희주;이영진;정혜진;조길수;이주현
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2001.11a
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    • pp.25-29
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    • 2001
  • 소비자 감성 분석에 근거한 블록 스트라이프 패턴(block stripe pattern)의 디자인 방법을 제안하고자 남녀 30명을 대상으로 명도, 폭, 간격이 조작된 서로 다른 27개의 블록 스트라이프 패턴의 자극물을 제시하여 감성평가를 실시하였다. Likert 척도에 의해 명도, 배열, 폭, 간격의 4가지 디자인 요소가 요인분석을 통해 도출된 12개의 감성차원에 미치는 영향을 측정하고, 물리량에 근거한 정량적 분석을 통해 감성과의 관계를 파악하였다. 이를 근거로 각각의 감성에 부합하는 명도, 배열, 폭과 간격의 디자인 요소별 물리량과 함께 디자인 요소의 물리적 변화에 따른 감성예측 회귀모형을 도출하였다. 디자인 요소 중 명도차, 간격, 폭의 순으로 디자인 요소의 물리량 변화가 유의적인 감성차를 유발하는 것으로 나타났다. 이 중 명도차는 "캐주얼한"을 제외한 모든 감성에서 감성차에 영향을 미치는 가장 설명력 높은 디자인 요소로 분석되었다. 이 결과를 토대로 각각의 감성에 부합하는 디자인 요소별 물리량과 함께 디자인 프로토타입을 제시하였다.

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Preference of Bedding Fabric according to Size and Spacing of Dot Pattern (도트 무늬의 크기와 간격에 따른 침구류 직물 선호도에 대한 연구)

  • Sa, A-Na;Lee, Sun-Young;Kim, Jung-Hwa;Lee, Jung-Soon
    • Fashion & Textile Research Journal
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    • v.20 no.5
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    • pp.592-599
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    • 2018
  • The purpose of this study is to investigate consumer needs, image sensibility and preference of bedding fabric according to size and spacing of dot pattern. 18 kinds of dot pattern fabrics were designed with different diameters(6, 8, 10cm) and distances(4, 7, 10cm) in regular arrangement of diamond figure. The subjects were 162 male and female university students. The data were analyzed by SPSS 24.0. Fabrics were assessed subjectively using a 5-point scale 17 consumer needs and 33 sensory descriptors. The most consumer's needs for bedding fabric was shown to be functionality of bedding including hygiene, touch, warmth, ease of washing and management, air permeability, and hygroscopicity. The other parameters of consumer's needs were shown to be physical property and design parameter. The results of analysis of the dimension of image sensibility for fabrics with different size and spacing of dots are derived from six factors including joyfulness, coziness, uniqueness, charm, femininity, and complexity. As a result of analysis of preference with fabric kinds, there was a significant difference in preference with fabrics. The preferred fabrics were characterized by the pattern and the base fabric being striking three-dimensionally with 1/3 twill and 3/1 twill fabric. Sensory descriptors related to joyful image and unique image were analyzed as evaluation terms that can distinguish the preferences of fabrics. Correlation analysis showed the fabrics are preferred as the difference in luminance and reflectance between the base and pattern of the fabric become larger and the spacing of patterns become closer.

Characteristics of Domestic Textile Deigns and Trend Sensibility for Women's Apparel (여성복 텍스타일디자인의 특성과 감성에 관한 연구)

  • Na, Young Joo;Kwon, Oh Kyung
    • Fashion & Textile Research Journal
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    • v.2 no.3
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    • pp.198-204
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    • 2000
  • This study aimed to analyze the characteristics of domestic textile designs for miss and madam apparel and to find out the trend sensibility felt by young female judge according to the product year and apparel target age. Textile designs of 170 pictures of 1999 and 1994-1995 were collected at 4 shopping malls and from consumers, and results are as follows; As the sources of textile design were 'nature', 'imagination', and 'combination' used in the order of frequence, but the sources appeared more diverse in 1999 than in 1994-1995. The interpretation techniques expressed most often were 'stylized', 'geometry', and the mast frequent arrangements were 'all over', and the second was '4-way' in 19941995, '2-way' in 1999, that is, the arrangement were different according to product year. The trend sensibility were varying to the target age and product year.1999 apparel products were felt more 'sophisticated', 'contemporary', and 'sporty' if they were the textile designs for miss, while 1994-1995 products were more 'sophisticated', 'contemparary', and 'sporty' if for madam.

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A Study on the Human Sensibility Evaluation Technique using 10-channel EEG (10채널 뇌파를 이용한 감성평가 기술에 관한 연구)

  • Kim, Heung-Hwan;Lee, Sang-Han;Kang, Dong-Kee;Kim, Dong-Jun;Ko, Han-Woo
    • Proceedings of the KIEE Conference
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    • 2002.07d
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    • pp.2690-2692
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    • 2002
  • This paper describes a technique for human sensibility evaluation using 10-channel EEG(electroencephalogram). The proposed method uses the linear predictor coefficients as EEG feature parameters and a neural network as sensibility pattern classifier. For subject independent system, multiple templates are stored and the most similar template can be selected. EEG signals corresponding to 4 emotions such as, relaxation, joy, sadness and anger are collected from 5 armature performers. The states of relaxation and joy are considered as positive sensibility and those of sadness and anger as negative. The classification performance using the proposed method is about 72.6%. This will be promising performance in the human sensibility evaluation.

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