• Title/Summary/Keyword: Korean Sign Language

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The Study of Support Vector Machine-based HOG (Histogram of Oriented Gradients) Feature Vector for Recognition by Numerical Sign Language (숫자 수화 인식을 위한 서포트 벡터 머신 기반의 HOG(Histogram of Oriented Gradients) 특징 벡터 연구)

  • Lee, SeungHwan;Yoo, JaeChern
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.07a
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    • pp.271-272
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    • 2019
  • 현재 4차 산업혁명으로 인해 많은 이들의 삶의 질이 이전보다 개선되었음에도 불구하고, 소외된 계층을 위한 개발은 타 분야에 비해서 더뎌지고 있는 실정이다. 현대의 청각 장애인과 언어 장애인들은 시각 언어인 수화를 이용하여 의사소통을 한다. 그러나 수화는 진입 장벽이 높기 때문에, 이를 사용하지 않는 사람들은 청각 장애인 및 언어 장애인과 의사소통을 하는데 어려움을 겪는다. 본 논문은 이러한 불편함을 줄이기 위해 서포트 벡터 머신(Support Vector Machine, SVM) 기반의 HOG(Histogram of Oriented Gradients) 특징 벡터를 이용하여 수화의 기본인 숫자를 분류할 수 있는 시스템을 구현하여 수화를 번역할 수 있는 가능성을 제안한다.

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A Study on sign-language object detection for sign language broadcasting monitoring (수화방송 모니터링을 위한 수화영역 검출 방법 연구)

  • Choi, Ji Hoon;AHN, Chung Hyun;Seo, Jeongil
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2018.11a
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    • pp.99-100
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    • 2018
  • 청각장애인을 위한 수화방송 서비스는 지상파 기준으로 100% 제공하는 자막방송 서비스와 달리 콘텐츠 제작비용과 시스템 운영비용 등으로 인해 5% 수준의 편성에 그치고 있다. 이러한 편성 비율조차도 명확한 편성기준과 검증기준이 없어서 실제 청각장애인이 실제 체감하는 수준은 훨씬 낮은 상황이다. 본 논문에서는 지상파 방송사업자의 장애인방송 편성비율을 검증하기 위해서 방송프로그램 안내정보와 방송 시그널링 정보를 기반으로 채널별로 방송스트림을 수집 및 관리하는 장애인방송 모니터링 서버를 활용하여 수화방송 모니터링 기술 고도화를 위한 자동화된 수화영역 검출 방법을 제안한다. 마지막으로, 자동화된 수화영역 검출 방법을 활용한 수화방송 모니터링 결과를 보여준다.

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Face and Hand Tracking Algorithm for Sign Language Recognition (수화 인식을 위한 얼굴과 손 추적 알고리즘)

  • Park, Ho-Sik;Bae, Cheol-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.11C
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    • pp.1071-1076
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    • 2006
  • In this paper, we develop face and hand tracking for sign language recognition system. The system is divided into two stages; the initial and tracking stages. In initial stage, we use the skin feature to localize face and hands of signer. The ellipse model on CbCr space is constructed and used to detect skin color. After the skin regions have been segmented, face and hand blobs are defined by using size and facial feature with the assumption that the movement of face is less than that of hands in this signing scenario. In tracking stage, the motion estimation is applied only hand blobs, in which first and second derivative are used to compute the position of prediction of hands. We observed that there are errors in the value of tracking position between two consecutive frames in which velocity has changed abruptly. To improve the tracking performance, our proposed algorithm compensates the error of tracking position by using adaptive search area to re-compute the hand blobs. The experimental results indicate that our proposed method is able to decrease the prediction error up to 96.87% with negligible increase in computational complexity of up to 4%.

A Study on the Semiotic Application about the Image Vestmental (의상 이미지의 응용 기호론적 연구(I)-엘자 스키아파렐리의 3가지 의상 이미지에 관하여-)

  • 최인순
    • Journal of the Korean Society of Costume
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    • v.38
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    • pp.101-122
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    • 1998
  • The purpose of this study is to define the fundamentals of one symbolic concept, so calles vestment-sign, based on the logical relationship of sign system about the trichotomy by charles S. Peice's sign concept for the communication system of meaning in the non-linguistic image domain. To prove the argument of vestment-sign, I selected 3 type of vestment language by styliste, Elsa Schiaparel-li. The third image vestmental chosen here, titled“Larme-Illusion(1938)”,printed by Salvad-or Dali will produce one symbolic proposition as a logical result which is generated and developed through the interpretation of other images. First of all the text, which is manifested by Elsa Schiaparelli's first image vestmental, tit-led“Notation Musical(1937)”and is symbolized as one category in the representation of the form, is regarded symbolic and metaphorical from a standpoint that the title and the meaning is connected to the form. The second image vestment, titled“Ruches Noirs(1938)”represents externally splendid feminity man-ifested by the symbolic and metaphorical expression. And the purity of sensitivity aiming to humanity in the detail of the poetic feeling of naturalism makes us imagine the battle fild of furious sensitivity. Like as the result of the battle, the third image stimulated our eyesight with the“absence”of dressing function. The proposition of the text,《Death》which the third image delivers, constructs sign system to bring up a meaning with the disappearance of physical“signifier”. This establishment of the symbolic concept presents the etymological authority of symbol generation called“Design”.

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A Survey about Oral Hygiene Management Attitude among People with Hearing Impairments and Speech defect in an Area (일부 지역 청각·언어장애인의 구강위생관리행태에 관한 조사 연구)

  • Lee, Jung-hee;Park, Myung-Suk
    • Journal of dental hygiene science
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    • v.10 no.4
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    • pp.273-278
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    • 2010
  • This study surveyed people with hearing impairments and speech defect living in an area of Gyeonggi-do using a self-administered questionnaire and interviewed them with a deaf interpreter's help during the period from January 21 to February 14, 2009 in order to investigate their oral health management attitude according to their general characteristics. The difference between males and females was statistically significant. The results of this study were as follows. 1. As to the number of times of tooth brushing according to gender, 62.5% of males and 34.2% of females brushed their teeth 2 times, and 25.0% and 35.4% 3 times. 2. As to experiences in scaling according to Academic qualification, those with high academic qualification had scaling more regularly 3. As to tooth brushing methods according to cohabitant, the rolling method was most common regardless of cohabitant. As to the number of times of tooth brushing according to residence type, 41.9% of those living with their parents brushed their teeth 3 times, and 69.2% of those living alone and 47.5% of married ones 2 times. 4. With regard to how to access oral hygiene management education, 81.1% of elementary school graduates used multimedia materials and sign language explanation and captions, 48.6% of middle school graduates used multimedia materials and sign language explanation and 14.3% multimedia materials and captions, 50.0% of high school graduates used multimedia materials and sign language explanation and 17.3% multimedia materials and captions. The parish for the buccal cavity hygiene managements of the hearing impairments speech defect and Development of an educational program are needed.

Advanced Representation Method of Hand Motion by Cheremes Analysis in KSL (수화소 분석을 통한 손동작 움직임 표현방법)

  • Lee, Boo-Hyung;Song, Pi1-Jae
    • Journal of Korea Multimedia Society
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    • v.9 no.8
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    • pp.1067-1075
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    • 2006
  • This paper proposes a advanced representation method of hand motion by cheremes analysis in korean sign language. The proposed method is the representation method which apply to the hand motion used in KSL(Korean Sign Language) to represent rich and united hand motion. Words or sentences in KSL are completed by combination of elements called as Cheremes, that is, a hand movement orientation, a finger shape, a hand position, etc. In this paper, Cheremes composing the KSL is divided and represented by 5 elements: the hand movement orientation(HMO), finger shape(FS), hand orientation(HO), hand position(HP) and number of using hand (HN). Each cheremes is expressed by more various characteristics. For example, The hand movement orientation means orientations which the hand move while the sign language is done and can be expressed by 17orientation components. The finger shape means various shapes which fingers can take and represented by 17 components. The Orientation of hand is expressed by 2 characteristics according to whether we use the palm of the hand or the back. The position of hand means specific regions in body which hand(s) is placed while the sign language is done and divided by 8 regions. Finally, the number of hand means whether use only one hand or both hands and is expressed by 2 characteristics. The proposed method has been tested with KSL words and sentences and the results have shown that they can be expressed completely by the proposed representation method.

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A Retrieval Method for Japanese Signs Using Japanese Verbal Descriptions

  • Adachi, Hisahiro;Kamata, Kazuo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 1997.06a
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    • pp.137-142
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    • 1997
  • One of the inherent problems in constructing the sign language dictionary is how to make retrieval and comparison operations on the visual database of signs. This paper describes a retrieval method, especifically for Japanese signs. This method has a useful capability for flexible retrieval of the sign from a bilingual dictionary. Our method can retrieve similar signs to the given input. The retrieval mechanism is essentially based on similarity between the given verbal description and verbal descriptions in a retrieval database. The similarity measure of verbal descriptions can be considered as the approximations for the similarity of sign motion images. As a results of our experiment, the success ratio of the retrievals is 96% in averages.

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Discrepancy between Reading and Writing Equality Number Sentences in Korean Language (등호 해석의 두 시간적 차원인 읽기.쓰기의 불일치와 그 해소)

  • Yim, Jaehoon
    • Journal of Elementary Mathematics Education in Korea
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    • v.17 no.2
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    • pp.207-223
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    • 2013
  • Teachers unfold a series of timeless mathematical symbols such as 5+2=7 in time by verbalizing the symbols in classrooms. A number sentence 5+2=7 is read in Korean as '5 더하기 2는(five plus two) 7과(seven) 같다(equals). Unlike in English, 5+2 and 7 are read first before the equal sign in Korean. This sequence of reading in Korean conflicts with the conventional linguistic sequence of writing from left to right. Ways of resolving the discrepancy between reading and writing sequences can make a difference students' understanding of the equal sign. Students would be in danger of perceiving the equal sign as an operational symbol, if a teacher resolves the discrepancy by subordinating reading sequence to linguistic convention of writing. This way of resolving results in the undesired phenomenon of changing the reading expressions in Korean elementary math textbook which represent relational notion of the equal sign into other reading expressions that represent operational notion of it. For understanding of relational notion of the equal sign, the discrepancy should be resolved by changing writing sequence in accordance with reading sequence. In addition, teaching of verbalizing the equal sign should be integrated with teaching of verbalizing inequality signs.

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A Method of Development of Korean-Sign Language Recognition System Based on Image Processing (화상처리에 의한 한국어수화인식시스템 개발을 위한 인식 방법)

  • 김태수;전중창
    • Proceedings of the Korea Multimedia Society Conference
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    • 2002.11b
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    • pp.69-72
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    • 2002
  • 화상처리에 의한 수화인식은 손의 움직임에 대한 추적을 통한 그 궤적의 정보를 이용하여 주로 처리하여 왔다. 본 논문에서는 궤적 정보만으로 정확히 인식할 수 없는 수화 단어에 대하여 국소 특징 인식 기법을 통하여 보다 정확한 인식을 행한다. 제안한 방법에 의하여 95%이상의 인식 결과를 얻을 수 있었다.

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The Effects of Family Support on the Life Satisfaction of Elderly with Disabilities (가족의 지지가 장애노인의 삶의 만족도에 미치는 영향)

  • Lee, Ick-Seop;Yoon, Kyeong-A
    • Korean Journal of Social Welfare
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    • v.45
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    • pp.315-340
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    • 2001
  • The purpose of study is to examine the effects of family support on the life satisfaction of elderly with disabilities and provide a ground necessary to improve it. Research was conducted on 167 elderly with hearing, visual and physical disabilities aged over 60 who were living in Seoul and Pusan. Telephone survey, sign language and interview, in accordance with types of disability, were adopted to collect data effectively. That is telephone survey was used for elderly with visual impairment whereas face-to-face interview for physical impairment and sign language for hearing impairment by volunteers. Collected data were analyzed, using hierarchical regression analysis. This study utilized two different models, direct effect model and buffering effect of social support in order to examine the effects of familial support on the life satisfaction of elderly with disabilities. Research findings suggest that the level of life satisfaction appeared to be low in general among elderly with disabilities and emotional family support exerted a positive effect on life satisfaction. In addition, it is empirically supported that emotional family support buffered the negative effect of economic limitations on life satisfaction. In other words, the effects of economic limitations as stress factor decreased with the increase in the frequency of emotional support, however, the level of life satisfaction decreased at a mercy of the stress factor of economic limitations with the decrease in the frequency of emotional support. Finally, this paper attempted to provide some alternatives to effectively improve life satisfaction among elderly with disabilities based on empirical findings.

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