• Title/Summary/Keyword: Emotion Expression Techniques

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A Study on Directionality in Modern Utilization of 『Natya sastra』 -Focused on Facial Expression Acting Techniques- (『나띠야 샤스뜨라』의 현대적 활용에 대한 방향성 고찰 -표정연기술을 중심으로-)

  • Ahn, Jae-Beom
    • The Journal of the Korea Contents Association
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    • v.17 no.12
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    • pp.408-416
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    • 2017
  • This researcher looked at the characteristics of "$N\bar{a}tya$ $\acute{s}\bar{a}stra$" acting techniques focused on body expressions and sought to utilize it as training method for modern actors. 'Body postponement as a symbol' is a key characteristic of "$N\bar{a}tya$ $\acute{s}\bar{a}stra$" acting techniques, and each facial expression, gesture, and movement performed by an actor has a specific meaning. Therefore, the study on "$N\bar{a}tya$ $\acute{s}\bar{a}stra$" has been treated as a major study mainly in the non-realistic expression style or the body-centered acting theory. Therefore, a study on "$N\bar{a}tya$ $\acute{s}\bar{a}stra$" acting techniques was mainly dealt with as a major research subject in the nonrealistic expression style or body-centered acting theory. This study, on the other hand, emphasized the importance of research on the utilization plan of actor training, which can be usually used in realistic plays as well as non-realistic plays. According to psychologists such as Damasio and Eckman, internal impulses can also be triggered through expressions and actions associated with emotions. In addition, not only acting through the actor's inner impulse, but also expression of the actor's faithful external emotion can trigger the emotion of the audience. Such a case can be a psychological basis that "$N\bar{a}tya$ $\acute{s}\bar{a}stra$" acting techniques, which defines rasa and expresses it physically, can be used as a methodology to enhance inner truth. Therefore, the study on the actor training utilizing ing "$N\bar{a}tya$ $\acute{s}\bar{a}stra$" can be applied as an effective approach in the study of contemporary acting theory which intends to integrate inner impulse and external expression.

A Study on the Artistic Representation and Design of Fashion (패션의 藝術的 表現과 디자인 硏究 - 실루엣과 Image 효과-)

  • 김은주
    • The Research Journal of the Costume Culture
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    • v.5 no.1
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    • pp.85-98
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    • 1997
  • The purpose of this study is to pointed artistic representation design on fashion through observation, integrating of the formative arts. Above all, designing principle should be considered with trend, styling ,coloring. Suggested designing study is the essence of present methods. ① Clothing as an art ② Expression in fashion design ③ Creation of the artistic sense ④ The various techniques of design ⑤ Perform the steps of design (Ⅰ) ∼ (Ⅲ) That is to say, fashion is reflected in the spirit of painters as well as designers. Art is close and common relationship between individual will-to-form and the sense of value. Thus Art wear is represented the minute expression of designing the function with artistic originality. I submit some opinion and my studies. ① Forms of Formative Arts ② Analysis of the Silhouette & Design - - ③ Color scheme of Design ④ Artistic representation techniques - Knit wear design ⑤ Emotion of Beauty The results of this study were as follows : 1. Fashion design is demanded to do motivation by means of artistic representation. 2. Smart, sophisticated image effects, avoiding posterlike garish appearance. 3. It is supported for fashion information which is relating to design through industry society.

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Visual expression technique analysis of motion graphic by media for emotion communication (감성전달을 위한 매체별 모션그래픽의 시각적 표현기법 분석)

  • Yun, Hwang-Rok;Kyung, Byung-Pyo;Lee, Dong-Lyeor
    • Proceedings of the Korea Contents Association Conference
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    • 2009.05a
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    • pp.921-926
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    • 2009
  • After the scientific development of human history, numerous images have been developed and expanded in digital media as a communication tools. Image digital media make communication closer between sender and receptor. The image digital media which has been developed with the change of technology and media transformation have shortened visual information transportation and the time as well by combining the sense of visual and audio. Motion graphic field has been emerged as the type of image digital media development. The development of motion graphic make possible for the expressive effect and dynamic image technique which is impossible by the existing media type. Especially, it is applied to various field such as the title of movie, TV program, and advertise or music video etc. These image expression techniques are stimulating acceptor's emotion to take a role of emotion communication function also. This study aims to find the characteristics motion graphic of which how influence as an effective communication tool as important role to the receptors, and the examine the effect and application of motion graphic to the receptors as a emotion communication tool by case study.

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Study on Data Normalization and Representation for Quantitative Analysis of EEG Signals (뇌파 신호의 정량적 분석을 위한 데이터 정규화 및 표현기법 연구)

  • Hwang, Taehun;Kim, Jin Heon
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.9 no.6
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    • pp.729-738
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    • 2019
  • Recently, we aim to improve the quality of virtual reality contents based on quantitative analysis results of emotions through combination of emotional recognition field and virtual reality field. Emotions are analyzed based on the participant's vital signs. Much research has been done in terms of signal analysis, but the methodology for quantifying emotions has not been fully discussed. In this paper, we propose a normalization function design and expression method to quantify the emotion between various bio - signals. Use the Brute force algorithm to find the optimal parameters of the normalization function and improve the confidence score of the parameters found using the true and false scores defined in this paper. As a result, it is possible to automate the parameter determination of the bio-signal normalization function depending on the experience, and the emotion can be analyzed quantitatively based on this.

Lightweight CNN-based Expression Recognition on Humanoid Robot

  • Zhao, Guangzhe;Yang, Hanting;Tao, Yong;Zhang, Lei;Zhao, Chunxiao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.3
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    • pp.1188-1203
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    • 2020
  • The human expression contains a lot of information that can be used to detect complex conditions such as pain and fatigue. After deep learning became the mainstream method, the traditional feature extraction method no longer has advantages. However, in order to achieve higher accuracy, researchers continue to stack the number of layers of the neural network, which makes the real-time performance of the model weak. Therefore, this paper proposed an expression recognition framework based on densely concatenated convolutional neural networks to balance accuracy and latency and apply it to humanoid robots. The techniques of feature reuse and parameter compression in the framework improved the learning ability of the model and greatly reduced the parameters. Experiments showed that the proposed model can reduce tens of times the parameters at the expense of little accuracy.

A Study on Pattern of Facial Expression Presentation in Character Animation (애니메이선 캐릭터의 표정연출 유형 연구)

  • Hong Soon-Koo
    • The Journal of the Korea Contents Association
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    • v.6 no.8
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    • pp.165-174
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    • 2006
  • Birdwhistell explains in the whole communication, language conveys only 35% of the meaning and the rest 65% is conveyed by non-linguistic media. Humans do not entirely depend on linguistic communication, but are sensitive being, using every sense of theirs. Human communication, by using facial expression, gesture as well as language, is able to convey more concrete meaning. Especially, facial expression is a many-sided message system, which delivers Individual Personality, interest, information about response and emotional status, and can be said as powerful communication tool. Though being able to be changed according to various expressive techniques and degree and quality of expression, the symbolic sign of facial expression is characterized by generalized qualify. Animation characters, as roles in story, have vitality by emotional expression of which mental world and psychological status can reveal and read naturally on their actions or facial expressions.

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Spontaneous Speech Emotion Recognition Based On Spectrogram With Convolutional Neural Network (CNN 기반 스펙트로그램을 이용한 자유발화 음성감정인식)

  • Guiyoung Son;Soonil Kwon
    • The Transactions of the Korea Information Processing Society
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    • v.13 no.6
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    • pp.284-290
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    • 2024
  • Speech emotion recognition (SER) is a technique that is used to analyze the speaker's voice patterns, including vibration, intensity, and tone, to determine their emotional state. There has been an increase in interest in artificial intelligence (AI) techniques, which are now widely used in medicine, education, industry, and the military. Nevertheless, existing researchers have attained impressive results by utilizing acted-out speech from skilled actors in a controlled environment for various scenarios. In particular, there is a mismatch between acted and spontaneous speech since acted speech includes more explicit emotional expressions than spontaneous speech. For this reason, spontaneous speech-emotion recognition remains a challenging task. This paper aims to conduct emotion recognition and improve performance using spontaneous speech data. To this end, we implement deep learning-based speech emotion recognition using the VGG (Visual Geometry Group) after converting 1-dimensional audio signals into a 2-dimensional spectrogram image. The experimental evaluations are performed on the Korean spontaneous emotional speech database from AI-Hub, consisting of 7 emotions, i.e., joy, love, anger, fear, sadness, surprise, and neutral. As a result, we achieved an average accuracy of 83.5% and 73.0% for adults and young people using a time-frequency 2-dimension spectrogram, respectively. In conclusion, our findings demonstrated that the suggested framework outperformed current state-of-the-art techniques for spontaneous speech and showed a promising performance despite the difficulty in quantifying spontaneous speech emotional expression.

A Study on Expression Method of Suspense in Restricted Space -Focused on Movies 『Buried』 and 『127 Hours』- (제한된 공간에서의 서스펜스 표현방식에 관한 연구 -영화 『베리드』와 『127 시간』을 중심으로-)

  • Lee, Kang Suk
    • The Journal of the Korea Contents Association
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    • v.16 no.6
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    • pp.103-113
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    • 2016
  • The suspense will be realized as various techniques influenced the perception of audience organically each other. These varied techniques induce isolation as well as a restricted space as formal system. Moreover, it could intensify emotional experience of audience that they will not escape in addition to the depth.. This study chose a movie (2010) and <127 hours> (2010) which used the limited space as the material as the analysis target to examine. It is the goal of this study to analyze the conversion of careful viewpoint and the flashback, and to raise the meaning of the suspense expression through this. The researcher would consider how the suspense is expressed based on the conversion of viewpoint and how the flashback delivers the psychology and emotion.

Posture features and emotion predictive models for affective postures recognition (감정 자세 인식을 위한 자세특징과 감정예측 모델)

  • Kim, Jin-Ok
    • Journal of Internet Computing and Services
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    • v.12 no.6
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    • pp.83-94
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    • 2011
  • Main researching issue in affective computing is to give a machine the ability to recognize the emotion of a person and to react it properly. Efforts in that direction have mainly focused on facial and oral cues to get emotions. Postures have been recently considered as well. This paper aims to discriminate emotions posture by identifying and measuring the saliency of posture features that play a role in affective expression. To do so, affective postures from human subjects are first collected using a motion capture system, then emotional features in posture are described with spatial ones. Through standard statistical techniques, we verified that there is a statistically significant correlation between the emotion intended by the acting subjects, and the emotion perceived by the observers. Discriminant Analysis are used to build affective posture predictive models and to measure the saliency of the proposed set of posture features in discriminating between 6 basic emotional states. The evaluation of proposed features and models are performed using a correlation between actor-observer's postures set. Quantitative experimental results show that proposed set of features discriminates well between emotions, and also that built predictive models perform well.

Study on Legato in Vocal Music Performance (성악 발성에서의 레가토(Legato)에 대한 연구)

  • Lu, Xiaozhou
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.4
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    • pp.17-26
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    • 2019
  • In order to study the role of legato to singers in vocal music performance, this paper adopts the methods of demonstration and induction and comparison to analyze the three factors affecting the creation of legato in performance and propose solutions. When thinking about the influence of singing skills on legato, singers will be able to solve such issues as breathing, articulation and vocal register, thus improving their singing skills. When thinking about the influence of singing language on legato, singers will make an in-depth study on the phonetic and structural features of the language to reach legato in language, thus promoting the in-depth study of singers on the singing language. When thinking about the influence of singing emotion on legato, singers will solve the problem of emotional coherence from two aspects of thought and emotion to create legato of emotion, thus promoting the expression of singers' emotion in the work. Obviously, legato plays an important role in improving singers' singing skills, singing language and singing emotion. The aim of the paper is to encourage singers to further deepen their attention to legato in vocal music performance and make better use of legato in singing.