• Title/Summary/Keyword: Recogition

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Development of Algorithm for License Plate Recognition Extraction using Mesh Warping (메쉬와핑(Mesh Warping)을 이용한 차량번호판 추출 알고리즘개발)

  • 최돈용;조형기;이승환
    • Proceedings of the KOR-KST Conference
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    • 1998.10b
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    • pp.150-150
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    • 1998
  • 본 연구는 최근에 대두되는 첨단 교통체계(Intelligent Transportation Systems : ITS)중 첨단교통 관리체계(Advanced Traffic Management Systems : ATMS)에서 자동단속체계(Automatic Traffic Enforcement Systems : ATES)에 사용되는 자동차량번호판인식시스템의 핵심기술인 자동차량 번호판 추출에 관한 연구이다. 일반적으로 번호판익식시스템(License Plate Recogition System : LPRS)가 번호판을 인식하는데 있어서 번호판 추출과 문자인식, 크게 2개의 Process로 구분되어 수행된다. 본 연구에서는 도로상에 설치된 영상 카메라에서 얻은 차량의 영상을 바탕으로 차량의 번호판을 추출하는 새로운 영상처리기법을 제시하고 있다. 본 연구에서 제시한 영상처리기법은 메쉬와핑으로 차량번호판영역의 특징을 이용하여 추출해내는 방법이다. 메쉬란 직교하는 선들로 이루어진 그물 모양의 제어선을 말하는데 이 제어선은 가로와 세로로 한번씩 이미지를 왜곡하여 최종 이미지를 만들어낸다. 이 메쉬와핑기법은 정교하면서도 빠른 속도로 이미지를 처리할 수 있기 때문에 실시간 처리하는데 사용할 수 있다.

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Role of Radiotherapy in Small Cell Carcinoma of the Lung (소세포미분화폐암의 방사선치료)

  • Cho M. J.;Ha S. W.;Park C. I.;Kim N. K.
    • Radiation Oncology Journal
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    • v.2 no.2
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    • pp.221-228
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    • 1984
  • The recogition that the vast majority of patients with small cell lung cancer have distant metastatic disease at the time of diagnosis lead to the use of systemic chemotherapy and consequent major improvement in survival, but recently evaulated treatment strategies, integration of large field chest irradiation with chemotherapy lead to the improved the local control and relapse free survival in limited SCLC. Therefore, it is logical to combine the two modalities in an effort to maximize the therapeutic effect. Authors performed the combination chemotherapy of CAV (Cyclophosphamide, Adriamycin, an6 Vincristine) and radiotherapy of primary tumor and regional lymphatics with prophylatic cranial irradiation in 42 patients of limited SCLC, from Mar. 1978 to Dec. 1982 Seoul National University Hospital. The results are as follows : 1. CR and PR after 2 cycles chemotherapy is $7\%$ and $43\%$, respectively however, subsequent response to radiotherapy is $38\%$ and $43\%$ in CR and PR. 2. Overall median survival peroid is 8.6 months. 3. 1 year and 2 years survival rate is $46.3\%$ and $20.5\%$, respectively. 4. Incidence of proven brain metastasis is $5\%$.

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Recognition Type of Message Expressed on Fashion -Focusing on 20's Women-

  • Cha, Su-Joung
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.4
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    • pp.149-159
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    • 2021
  • This study wanted to analyze the types of recognition of messages expressed in clothing for women in their 20s who wear a lot of clothing and fashion products with text. It was intended to provide basic data necessary for the production of typography clothing and fashion products by considering the subjective evaluation of how women in their 20s type the characters expressed in fashion and the characteristics of each type. This study was conducted with the Q method, and the QUANL pc program was used for analysis. Type I thought that letters were a design element and fashion, and the characters expressed in clothes were recognized as images. Type 2 thought it was important that the characters expressed in the clothing were recognized as messages, and that the characters had social messages and period reflections. Type 3 preferred that letters be combined with casual clothes and valued the formability of the characters. Type 4 preferred characters to represent brands and liked to be placed in large positions. In the future, it is thought that additional research by various age groups and genders and detailed research should be conducted to identify differences in font, color, and sentence length.

Study on the Neural Network for Handwritten Hangul Syllabic Character Recognition (수정된 Neocognitron을 사용한 필기체 한글인식)

  • 김은진;백종현
    • Korean Journal of Cognitive Science
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    • v.3 no.1
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    • pp.61-78
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    • 1991
  • This paper descibes the study of application of a modified Neocognitron model with backward path for the recognition of Hangul(Korean) syllabic characters. In this original report, Fukushima demonstrated that Neocognitron can recognize hand written numerical characters of $19{\times}19$ size. This version accepts $61{\times}61$ images of handwritten Hangul syllabic characters or a part thereof with a mouse or with a scanner. It consists of an input layer and 3 pairs of Uc layers. The last Uc layer of this version, recognition layer, consists of 24 planes of $5{\times}5$ cells which tell us the identity of a grapheme receiving attention at one time and its relative position in the input layer respectively. It has been trained 10 simple vowel graphemes and 14 simple consonant graphemes and their spatial features. Some patterns which are not easily trained have been trained more extrensively. The trained nerwork which can classify indivisual graphemes with possible deformation, noise, size variance, transformation or retation wre then used to recongnize Korean syllabic characters using its selective attention mechanism for image segmentation task within a syllabic characters. On initial sample tests on input characters our model could recognize correctly up to 79%of the various test patterns of handwritten Korean syllabic charactes. The results of this study indeed show Neocognitron as a powerful model to reconginze deformed handwritten charavters with big size characters set via segmenting its input images as recognizable parts. The same approach may be applied to the recogition of chinese characters, which are much complex both in its structures and its graphemes. But processing time appears to be the bottleneck before it can be implemented. Special hardware such as neural chip appear to be an essestial prerquisite for the practical use of the model. Further work is required before enabling the model to recognize Korean syllabic characters consisting of complex vowels and complex consonants. Correct recognition of the neighboring area between two simple graphemes would become more critical for this task.