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Analysis of Auditory Information Types in Vehicle based on User Experience of Hearing Impaired Drivers (청각장애 운전자의 사용자경험에 기반한 자동차 내 청각정보 유형 분석)

  • Byun, Jae Hyung
    • Smart Media Journal
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    • v.10 no.1
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    • pp.70-78
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    • 2021
  • The auditory information is used for urgent notification or warning in vehicle because it is not restricted by the direction compared to the visual. However, since the hearing impaired drivers cannot recognize sound signal, various methods of visualizing the auditory information have been attempted to replace it. When visualizing auditory information, only important information should be selected and provided to prevent cognitive overload concentrated on the vision. For this purpose, analysis of the type of auditory information in vehicle should be given in advance. In this study, the types of auditory information in vehicle were analyzed based on the user experience of hearing impaired drivers. Through the observation of the driving behavior of hearing impaired drivers, 33 auditory informations experienced in vehicle were collected. The collected auditory informations were classified into 12 groups through open card sorting by an expert group, and the types of auditory information in vehicle consisting of four levels were presented through a relative comparison of importance between groups. The presented type of auditory information in vehicle can be used as a guideline for selecting important information when the auditory information is converted into visual or tactile. This study is meaningful in that the user experience analysis was conducted by observing actual driving in daily life of hearing impaired drivers.

Divide and Conquer Strategy for CNN Model in Facial Emotion Recognition based on Thermal Images (얼굴 열화상 기반 감정인식을 위한 CNN 학습전략)

  • Lee, Donghwan;Yoo, Jang-Hee
    • Journal of Software Assessment and Valuation
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    • v.17 no.2
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    • pp.1-10
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    • 2021
  • The ability to recognize human emotions by computer vision is a very important task, with many potential applications. Therefore the demand for emotion recognition using not only RGB images but also thermal images is increasing. Compared to RGB images, thermal images has the advantage of being less affected by lighting conditions but require a more sophisticated recognition method with low-resolution sources. In this paper, we propose a Divide and Conquer-based CNN training strategy to improve the performance of facial thermal image-based emotion recognition. The proposed method first trains to classify difficult-to-classify similar emotion classes into the same class group by confusion matrix analysis and then divides and solves the problem so that the emotion group classified into the same class group is recognized again as actual emotions. In experiments, the proposed method has improved accuracy in all the tests than when recognizing all the presented emotions with a single CNN model.

Cognitive Categorization of Korean for Reason and Solution about Income Polarization (한국인의 소득양극화 원인과 해결책에 대한 인식유형)

  • Kim, DongSu;Kim, Okhwan;Lee, Sanghun;Jung, Taeyun
    • Korean Journal of Culture and Social Issue
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    • v.17 no.4
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    • pp.461-483
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    • 2011
  • This study aims to recognize the definite cognition of Korean people about Social Polarization and to define its category. For this study, Qualitative Research is provided to 38 candidates who live in Seoul. The results show that the reason of the social polarization is divided into 4 categories such as Impossible Social Class Change, Can be the middle class, Can be the Rich, Possible Social Class Change. And the solution of polarization is divided into 4 categories such as Progressive Solution, Moderate Progressive Solution, Moderate Conservative Solution, Conservative Solution. On the basis of the cross-tabulation of the reason and solution of polarization, Most of Korean have tendency to cognize the reason of polarization conservatively, but the solution of polarization is cognized progressively. And This study tries to discuss the meaning of the categories and the implications for consensual communication of Social polarization in korean society.

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The Identity of Contemporary Native Americans Represented by Various Stories of Leslie Marmon Silko (실코의 다양한 이야기들을 통해서 재현되는 현대 미국 원주민의 정체성)

  • Jung, Sunkug
    • Journal of English Language & Literature
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    • v.56 no.5
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    • pp.823-850
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    • 2010
  • In this paper, I will explore disparate voices embedded in the interactions of stories in which personal, cultural, historical, and mythical consciousness brings up diverse ideas about the experiences of Native Americans. The accommodation of differences and changes is clearly manifested through the healing ceremony of Tayo, which poses some practical questions: what could be the authentic tradition of Native Americans?; which direction should it be led to? As these questions suggest, Tayo needs to think over and work through the way that Native oral stories will enrich the signification of being Indian within multicultural U. S. society. In other words, Tayo should transfer the oppositional relationship between Anglo and Native American world into an interactive one to bring forth new meanings concerning their interactions. As a hybrid, Tayo begins to recognize that his fragmented consciousness could represent the pervasive but surmountable anxiety about the cultural clash between Native and White Americans. Going through the multiple layers of his stories, Tayo learns that Native Americans need to hold a balanced viewpoint firmly: this demonstrates that storytelling brings restoration and renewal to him. As a result of Betonie's healing ceremony and his intimate relationship with Ts'eh, Tayo comes to have a holistic comprehension about how all the living things are interconnected to one another. After acquiring this recognition, Tayo succeeds in his quest to get back Josiah's cattle and recovers his identity as a Laguna Pueblo Indian, still letting diverse voices, cultures, and stories flow into the process of storytelling. As the last scene in which the conversations among Tayo, Auntie, and Grandmother took place illustrates, Tayo has newly secured a position that will require him to create a new, alternative story, not just repeating previous stories.

A Study on the Understanding of Women by the Daesoon Thought and Its Contemporary Meanings (대순사상의 여성 이해와 그 현대적 의미)

  • Moon, Sun-young
    • Journal of the Daesoon Academy of Sciences
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    • v.21
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    • pp.255-284
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    • 2013
  • There are many discourses about 'religion and women,' but it is no exaggeration to say that there is none about 'religion and men.' This is because the existing religions have been male-centric and have produced legions of male-dominated cultures. In Catholic Church, even today, only men can become the Pope, and women are not allowed to enter priesthood. Meanwhile, in the Islamic cultural areas, the reality is that women are being victimized by men who do not recognize the bad habits such as honor killings, or honor crimes. It is certain that gender discrimination in religious and cultural areas cannot be overlooked. This study focuses on the understanding of women in the thought of Daesoonjinrihoe(大巡眞理會), that is, the Daesoon Thought, which claims to advocate world peace. Daesoonjinrihoe is understood as a thought which tries to overcome gender discrimination prevalent in the existing religions and presents the vision of a new religion which aims to realize a new world of peace by drawing a distinction between the Former Heaven and the Latter Heaven. This study examines the understanding of women by looking at the tenet of Daesoonjinrihoe that consists of 'YeumYangHapDeok(陰陽合德), SinInJoHwa(神人調化), HaeWon-SangSaeng(解冤相生), DoTongJinGyeong(道通眞境).' The tenet is thought of as the basis of creed on which the understanding of women by the Daesoon Thought can be grasped as it basically contains the essence of teaching of the order. In the Daesoon Thought, women have the same status as men; women can become holy and dignified beings by engaging in independent, active, and autonomous spiritual exercises, and serve as a driving force for the realization of the ideal world. This understanding of women by the Daesoon Thought contains the idea of peace which can turn 'the culture of discrimination' into 'the culture of equality,' and 'the culture of life destruction' into 'the culture of life care.'

How do Elementary Students Classify the Branches of Science?

  • Kwon, Sung-Gi;Nam, Il-Kyun
    • Journal of The Korean Association For Science Education
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    • v.29 no.3
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    • pp.329-347
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    • 2009
  • Science curriculums for elementary schools were, traditionally, developed to be balanced in content and contain equal proportions of the four branches of science: physics, chemistry, biology, and earth science. To develop a successful science curriculum, we asked some questions about how elementary students recognize these branches and about what they think of the domains of science in the science curriculum. Our study was designed to investigate how elementary students classify the domains of science in the curriculum. Previous research (Lee et al., 2001) seemed not to be successful, because verbal expressions in that research might be inappropriate for elementary students who were unaccustomed to the technical language of science. For this reason, instead of using only words, we developed image card instruments, made of picture duplicates of the introductory covers of each unit in the 3$^{rd}$, 4$^{th}$, and 5$^{th}$ grades' science textbooks. We asked students to classify these cards into their own categories and record the reasons for classifying them. The ratio and distribution of the units was then analyzed to identify their view of the science domains. 30% of the 4$^{th}$ grade students created the following categories: 'nature,' 'observation,' 'seasons,' 'living things,' 'sounds,' 'separating,' and 'the things necessary for everyday life'. In the case of the 5$^{th}$ grade, over 30% created the categories of 'living things,' 'weight,' and 'water.' Over 30% of the 6$^{th}$ grade created the categories of 'nature,' 'light,' 'water,' 'living things,' 'solution,' 'fire,' 'properties of an object,' and 'experiment.' Upon scrutinizing the above results, we discovered that the science domains selected by students into three types of domains: academic contents and concepts; activities related to a science class; and lessons and experiences in students ' lives. The last category was a new, complex kind of domain. We concluded that students did not utilize the four branches of science when constructing their own domains of science. Instead, they created many alternative domains, which reflected students' thoughts of and their experiences. The educational needs of elementary students suggest that when organizing science curriculum as 25 % allocation of the four science branches, newly-created domains should be considered.

Robust Audio Watermarking Algorithm with Less Deteriorated Sound (음질 열화를 줄이고 공격에 강인한 오디오 워터마킹 알고리듬)

  • Kang, Myeong-Su;Cho, Sang-Jin;Chong, Ui-Pil
    • The Journal of the Acoustical Society of Korea
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    • v.28 no.7
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    • pp.653-660
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    • 2009
  • This paper proposes a robust audio watermarking algorithm for copyright protection and improvement of sound quality after embedding a watermark into an original sound. The proposed method computes the FFT (fast Fourier transform) of the original sound signal and divides the spectrum into a subbands. Then, it is necessary to calculate the energy of each subband and sort n subbands in descending order corresponding to its power. After calculating the energy we choose k subbands in sorted order and find p peaks in each selected subbands, and then embed a length m watermark around the p peaks. When the listeners hear the watermarked sound, they do not recognize any distortions. Furthermore, the proposed method is robust as much as Cox's method to MP3 compression, cropping, FFT echo attacks. In addition to this, the experimental results show that the proposed method is generally 10 dB higher than Cox's method in SNR (signal-to-noise ratio) aspect.

The Analysis of the Real Condition of School Health and the Establishment of a Management System (학교보건(學校保健)의 실태분석(實態分析)과 운영체계(運營體系) 정립(定立))

  • Chang, Kwan-Bong
    • Journal of the Korean Society of School Health
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    • v.6 no.2
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    • pp.24-55
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    • 1993
  • School health aims to guide and manage growing students from elementary schools to high schools in order to grow healthily through the formation of healthy life habits, the self-control health management guide and the making of pleasant school health environments. Even though this school health plays an important role in guiding the students who are in the period of growing to have a perfect personality as a democratic people of our country in the school education, there are many lacks, such as they still don't know the word itself, "school health" or recognize its importance. Also it's a real condition to practice items concerned with the health under the condition of unestablished structure. 1. The results of analyzing school health real conditions. Based on treatises concerned with school health and various statistical materials which are announced by concerned people. We divided and analyzed school health into the items concerned with health education, the items with health management, and the items with school health environments, and investigated the level of the present school health and its necessity. As the items concerned with health education, we investigated the necessary range of school health education, the effect of health education on children's daily life, family's health and the interesting contents of school health. And as the items with health management, I investigated children's obesity, dental caries, eyesight, clinics, a health examination, drug abuse, spirit health, providing meals for school children, and school health manpower. And as the items conerned with school health environments, we investigated the recognition of the problem of natural environments, the management of purification district around the school, the problem of environments within the school and classroom lighting. As the results of analyzing these, I realized that the present level of school health is still in unsatisfactory situation and school health is needed necessary. 2. The establishment of school health. In order to set the school health, above all, the management system of School health should be set. I classified and systemized the contents of each item which had been promoted till now according to the function. They are classified as followings Based on classifying school health into (1) health education, (2) health management and (3) health environments, I divided school health education into the health education of health subjects, the health education of concerned subjects and the education of health life. And I divided health management into the health managements for a prevention and a cure. And I divided health environments into the environment around the school and within the school. Each system set like these is not fixed invariably and I should keep the relationship of mutual supplement between health education and health management, between health management and health environments, and between health environments management and health education. When we run these systemetic school health, students' health could be maintained and improved to more proper directions.

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Real-Time Hand Pose Tracking and Finger Action Recognition Based on 3D Hand Modeling (3차원 손 모델링 기반의 실시간 손 포즈 추적 및 손가락 동작 인식)

  • Suk, Heung-Il;Lee, Ji-Hong;Lee, Seong-Whan
    • Journal of KIISE:Software and Applications
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    • v.35 no.12
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    • pp.780-788
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    • 2008
  • Modeling hand poses and tracking its movement are one of the challenging problems in computer vision. There are two typical approaches for the reconstruction of hand poses in 3D, depending on the number of cameras from which images are captured. One is to capture images from multiple cameras or a stereo camera. The other is to capture images from a single camera. The former approach is relatively limited, because of the environmental constraints for setting up multiple cameras. In this paper we propose a method of reconstructing 3D hand poses from a 2D input image sequence captured from a single camera by means of Belief Propagation in a graphical model and recognizing a finger clicking motion using a hidden Markov model. We define a graphical model with hidden nodes representing joints of a hand, and observable nodes with the features extracted from a 2D input image sequence. To track hand poses in 3D, we use a Belief Propagation algorithm, which provides a robust and unified framework for inference in a graphical model. From the estimated 3D hand pose we extract the information for each finger's motion, which is then fed into a hidden Markov model. To recognize natural finger actions, we consider the movements of all the fingers to recognize a single finger's action. We applied the proposed method to a virtual keypad system and the result showed a high recognition rate of 94.66% with 300 test data.

Designing Tracking Method using Compensating Acceleration with FCM for Maneuvering Target (FCM 기반 추정 가속도 보상을 이용한 기동표적 추적기법 설계)

  • Son, Hyun-Seung;Park, Jin-Bae;Joo, Young-Hoon
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.49 no.3
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    • pp.82-89
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    • 2012
  • This paper presents the intelligent tracking algorithm for maneuvering target using the positional error compensation of the maneuvering target. The difference between measured point and predict point is separated into acceleration and noise. Fuzzy c-mean clustering and predicted impact point are used to get the optimal acceleration value. The membership function is determined for acceleration and noise which are divided by fuzzy c-means clustering and the characteristics of the maneuvering target is figured out. Divided acceleration and noise are used in the tracking algorithm to compensate computational error. The filtering process in a series of the algorithm which estimates the target value recognize the nonlinear maneuvering target as linear one because the filter recognize only remained noise by extracting acceleration from the positional error. After filtering process, we get the estimates target by compensating extracted acceleration. The proposed system improves the adaptiveness and the robustness by adjusting the parameters in the membership function of fuzzy system. To maximize the effectiveness of the proposed system, we construct the multiple model structure. Procedures of the proposed algorithm can be implemented as an on-line system. Finally, some examples are provided to show the effectiveness of the proposed algorithm.