• Title/Summary/Keyword: Korean handwriting

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Human Iris Recognition using Wavelet Transform and Neural Network

  • Cho, Seong-Won;Kim, Jae-Min;Won, Jung-Woo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.2
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    • pp.178-186
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    • 2003
  • Recently, many researchers have been interested in biometric systems such as fingerprint, handwriting, key-stroke patterns and human iris. From the viewpoint of reliability and robustness, iris recognition is the most attractive biometric system. Moreover, the iris recognition system is a comfortable biometric system, since the video image of an eye can be taken at a distance. In this paper, we discuss human iris recognition, which is based on accurate iris localization, robust feature extraction, and Neural Network classification. The iris region is accurately localized in the eye image using a multiresolution active snake model. For the feature representation, the localized iris image is decomposed using wavelet transform based on dyadic Haar wavelet. Experimental results show the usefulness of wavelet transform in comparison to conventional Gabor transform. In addition, we present a new method for setting initial weight vectors in competitive learning. The proposed initialization method yields better accuracy than the conventional method.

Development of Preprocessing module for Korean online handwriting recognition (한글 온라인 필기 인식을 위한 전처리 모듈 개발)

  • Jeong, Min Jin;Jeong, Dabin;Lee, Kang Eun;Kim, Sungsuk;Yang, Sun Ok
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.63-65
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    • 2019
  • 본 논문은 개발하고자 하는 기계학습 기반 한글 필기 인식 시스템의 첫 연구 결과를 담고 있다. 즉, 기계학습을 위해서는 학습용 및 테스트용 필기 데이터가 아주 많이 필요하므로, 이를 수집하고 전처리하는 방법을 제안하였다. 한글의 한 글자는 자음과 모음을 결합하여 생성되는데, 실제 만 개 이상의 글자가 생성될 수 있다. 따라서 각각의 글자 데이터를 수집하는 대신, 수집한 글자 데이터로부터 초성, 중성, 종성을 구분하여 최종적으로 자음, 모음 데이터로 저장하고자 한다. 아직 초기 연구이므로, 다양한 경우에 대한 분석이나 실험 결과는 없지만, 이를 활용하여 온라인 필기 인식 모델에 적용하여 인식 성능을 높이기 위한 추후 연구의 기반으로 활용하고자 한다.

Implementation of Handwriting Number Recognition using Convolutional Neural Network (콘볼류션 신경망을 이용한 손글씨 숫자 인식 구현)

  • Park, Tae-Ju;Song, Teuk-Seob
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.561-562
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    • 2021
  • CNN (Convolutional Neural Network) is widely used to recognize various images. In this presentation, a single digit handwritten by humans was recognized by applying the CNN technique of deep learning. The deep learning network consists of a convolutional layer, a pooling layer, and a platen layer, and finally, we set an optimization method, learning rate and loss functions.

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A study on exposure of organic solvents in manufacturing industry (제조업 산업장의 유기용제 노출에 관한 연구)

  • Moon, Deog-Hwan;Kim, Jeong-Ha;Kim, Pil-Ja;Park, Myung-Hee;Hwang, Yong-sik;Lee, Chae-Kwan;Lee, Chang-Hee
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.11 no.3
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    • pp.219-228
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    • 2001
  • Objective : For the purpose of preparing the fundamental data and health promotion and control program on organic solvents in air of manufacturing industry. Methods : The author surveyed number of organic solvent components which was used in working site and also determined the organic solvents concentration in air of 927 manufacturing industries and 1,267 working process with gas chromatography(NIOSH manual) for five years from 1995 to 1999. Results : Mean number of solvents components by type of industry, working process was number of 12. There were exceeded to TLV of 1,2-dichloroethane in textile manufacturing industry N,N-dimethyl furan in tanning and dressing of leather ; luggage, handbags, saddlery, harness and footwear manufacturing industry and chemical and chemical product manufacturing industry by type of industry. There were exceeded to TLV of 1,2-dichloroethane in handwriting and drawing process, cellosolve in adhesive spreading process, N,N-dimethly furan in production of solvent process and adhesion process by working process Total exceeded rate to threshold limit values of organic solvents mixture were 12.9% for EI(Exposure index) and 10.0% for Em(Estimation of mixture) by type of industry, 11.3% for EI and 8.2% for Em by type of working process. The highest exceed rate was 36.7% for EI in tanning and dressing of leather ; luggage handbags, saddlery, harness and footwear manufacturing industry and 29.0% for Em in textile manufacturing industry. The highest exceeded rate was 23.1% for EI and 12.5% for Em in adhesive spreading process by working process. Mean values of total subjects by type of industry and type of working process were $0.7{\pm}1.8$ for EI and $0.7{\pm}1.7$ for Em respectively. Conclusions : As above results, the author suggest that it makes the environmental control program on 1.2-dichloroethane, N,N-dimethyl furan, cellosolve by kind of organic solvent and on textile manufacturing industry, tanning and dressing of leather ; luggage, handbags, saddlery harness and footwear manufacturing industry by type of industry, and on handwriting, drawing process and adhesive spreading process and adhesion process by type of working process.

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A Case Report of Suspected Essential Tremor Treated by Chuna Manual Therapy (본태성 수전증으로 의심되는 환자에 대한 추나요법 병행치료 증례보고)

  • Kwon, Min-Goo;Lee, Eun-Ji;Kim, Seong-Tae;Lee, Gun-Young;Na, Eun-Ji;Kim, Shin-Ae;Kim, Min-Sung;Hwang, Chun-Ho;Park, Jin-Woo;Sung, In-Young;Sul, Jae-Uk
    • The Journal of Churna Manual Medicine for Spine and Nerves
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    • v.11 no.1
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    • pp.85-95
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    • 2016
  • Objectives : The purpose of the this study is to report the improvement after Chuna manual therapy about patient with essential tremor. Methods : The patient of essential tremor was treated by Myofascial Release Technique(MRT) and Chuna manual therapy with acupuncture, cupping, Transcutaneous electrical nerve stimulation(TENS), herbal medicine therapy. Results : According to evaluation of Handwriting test and VAS, The patient has shown improvement aftert Chuna Manual Therapy. Conclusions : This study suggest that Chuna manual therapy with other treatment would be effective for patient of essential tremor.

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Bibliographical Considerations of Cooking Recorded in the 18th Century Document 「Japji」 (18세기 고문헌 「잡지」에 기록된 조리에 관한 문헌적 고찰)

  • Han, Bok-Ryo;Kim, Gwi-Young
    • Journal of the Korean Society of Food Culture
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    • v.27 no.3
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    • pp.304-315
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    • 2012
  • "Japji" was an old cookbook written in 1721. There are 27 types of foods recorded in "Japji"; 10 descriptions of Byeonggwaryu (rice cakes and cookies): Yakgwa, Junggye, Mandugwa, Chaesugwa, Umujeonggwa, Dongajeonggwa, Baekjapyeon, Aengdupyeon, Toranbyeong, and Yeot; and 16 descriptions of Chanpumryu (side dishes): Jinjumyeon, Jeunggyetang, Geumjungtang, Eoreumtang, Changjajjim, Gajijjim, Oejjim, Dubuseon, Dubuneureumi, Geneureumi, Gesanjeok, Hodojaban, Jeonyak, Seokryutang, Sungeojuak, and Yangmandu. There is also a description of Gugija (Chinese wolfberry) liquor. Here, comparative analysis based on culinary science was carried out on the Korean foods recorded in "Japji" as well as the similar foods recorded in "Gyuhapchongseo" (Women's Encyclopedia) written around 1815. Of the 27 types of Korean foods recorded in "Japji", 13 were also found recorded in "Gyuhapchongseo". The time period for "Japji" can be assumed to be 1721 based on the fact that it is written in a cursive handwriting style of Hangeul, that chili was never used as an ingredient, and that the word "Shinchuknyeon (辛丑年)" was transcribed at the beginning of the book. The dating method also included considerations of whether Neureumi was used or not as well as changes in its cooking style.

Characteristics and Growth of Media Maps in Korean Newspapers (우리나라 신문에 나타난 미디어 지도의 성장과 특성에 관한 연구)

  • 장영진
    • Journal of the Korean Geographical Society
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    • v.38 no.1
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    • pp.127-140
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    • 2003
  • This study attempts to summarize the progress of Journalistic Cartography and to investigate the quantitative growth and the transition of the forms and contents of the media maps in Korean newspapers. And this study examines the characteristics of media maps with the technological development. The results of this study are summarized as follows. First, 'Jigujeondo' in Hanseongsunbo in 1880s is the first media map in Korea. Secondly, the number of the media maps in Korean newspapers is influenced by the political and economic environments. As the time goes, the contents of the media maps have been raried. Thirdly, the representation of the media maps has their own special characteristics according to the technological developments from the handwriting to CTS.

Study on the Pattern Design where Hangeul Calligraphy is Utilized (한글 캘리그래피(Calligraphy)가 활용된 패턴 디자인에 관한 연구)

  • Kim, Mi-Hyun
    • Journal of the Korean Society of Costume
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    • v.61 no.8
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    • pp.32-44
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    • 2011
  • This study will explore the application of the Korean alphabet 'Hangul' and its calligraphy on fashion design. Hangul is well known for its great formative characteristics. Its calligraphy has unique features that express the implicative meaning of the Korean language while simultaneously displays beautiful shapes that draw the viewer's eye. When Hangul calligraphy is applied on the pattern design, it can be an excellent opportunity to demonstrate the visual beauty of Hangul. The purpose of this study is to develop the pattern designs that utilize the Hangul calligraphy and apply them in various fields of fashion. The detailed concepts of this study are as follows. First, the theoretical concepts and characteristics of both Hangul calligraphy and pattern design will be understood. Second, the aesthetic characteristics of calligraphy will be drawn by case analysis on the artworks of famous calligraphers such as Kim Jong-geon, Kang Byeong-in, Lee Sang-hyeon, Lee Gyu-bok and other representative calligraphers who design the beauty of Korean calligraphy by handwriting and brush-writing. The obtained results will be used to explore the desirable direction of fashion design. Third, eight pattern motif fashion works that utilize Hangul calligraphy in accordance with the arrangement of different characteristics of fashion design will be presented.

A Study on "Chijongbang(治瘇方)" (임언국(任彦國)의 "치종방(治瘇方)" 번역 연구)

  • Park, Sang-Young;Kwon, Oh-Min;Ahn, Sang-Young;Han, Chang-Hyun;Ahn, Sang-Woo
    • Journal of Korean Medical classics
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    • v.22 no.4
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    • pp.117-128
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    • 2009
  • This study is purposed to list the full translation of "The secret method of tumor treatment(治瘇方)" and to report the results to the academic world. The results are described as follows. 1. It seems to be difficult to accept the current "The secret method of tumor treatment(治瘇秘方)" as the original script of "The method of tumor treatment(治瘇方)". It seemed that the Imeonguk(任彦國)'s 'Important and Valuable Method(遺方)' at the era of Joseon was copied by handwriting among the private sector. 2. There are contents which are overlapped with "Experience Method of Acupuncture(針灸經驗方)". A further study is required whether the "Experience Method of Acupuncture" was added later on. Because resolution for the before and after of these two books may be acted as an important matter to conjecture the related schools with acupuncture science. 3. The Korean style unique method and terminology were introduced frequently in "The method of tumor treatment". Besides that, materials for the medicine were filled with the things of easy-to-contact in our daily life. It is regarded as one of the excellent materials to confirm the superiority of oriental medical science through the clinical experiments today.

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A Case Report of a Delayed Vascular Chorea Patient Treated with Sukjihwangbogan-tang-gagam (소뇌경색의 후유증으로 발생한 지연성 혈관 무도병 증례 보고 : 협진 치험 1례)

  • Ok, Hyo-joon;Park, Yeong-hwa;Lim, Bo-ra;Kwon, Do-ick;Choi, Min-ki;Nam, Su-hyun
    • The Journal of Internal Korean Medicine
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    • v.37 no.5
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    • pp.741-749
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    • 2016
  • Objective: To evaluate the effect of Sukjihwangbogan-tang-gagam (熟地黃補肝湯加減) in a patient with delayed vascular chorea. Methods: A vascular chorea patient was treated with acupuncture, moxibustion, and herbal medicine (Sukjihwangbogan-tang-gagam). Results: Improvements in the Unified Huntington’s Disease Rating Scale (UHDRS), UFMG Sydenham’s Chorea Rating Scale (USCRS) (especially the scale of Activity of Daily Living (ADL)) (dysarthria 2→0, tongue protrusion 3→1, chorea 3→1, handwriting 3→1), and a Visual Analogue Scale (VAS) (8→2) were observed after the Sukjihwangbogan-tang-gagam treatment. Conclusions: Sukjihwangbogan-tang-gagam may be an effective treatment for patients with delayed vascular chorea.