• Title/Summary/Keyword: classification of Korean characters

Search Result 248, Processing Time 0.028 seconds

Electron-Morphometric Classification of the Native Honeybees from Korea. Part II. Discriminant Analysis for Different Populations Based on the Total Characters (한국산 재래꿀벌의 전자계량형태학적 분류. II. 전 47형질에 대한 각 지역개체군간 판정분석)

  • 권용정;허은엽
    • Korean journal of applied entomology
    • /
    • v.32 no.1
    • /
    • pp.30-41
    • /
    • 1993
  • In the present investigation, some multivariate discriminant analyses were done for each population of the native honeybee workers (Apis cerana), which were selected for 15 different localities in spring and 16 in summer form Korea. when the comparison of both seasons for different populations and regardless of seasons were conducted, all the classification results revealed that the differences were significantly prominent. And the length of fore tibia(FTL) was the best contributed character among the 47 morphometric characters used in the analysis.

  • PDF

A Study on Classification into Hangeul and Hanja in Text Area of Printed Document (인쇄체 문서의 문자영역에서 한글과 한자의 구별에 관한 연구)

  • 심상원;이성범;남궁재찬
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.18 no.6
    • /
    • pp.802-814
    • /
    • 1993
  • This paper propose an algorithm for preprocessing of character recognition, which classify characters into Hangeul and Hanja. In this study, we use the 9 structural chacteristics of Hanja which isn't affected by deformation of size and style of characters and rates based on character size to classify characters. Firstly, we process the blocking to segment each characters. Secondly, on this segmented characters, we apply algorithm proposed in this paper to classify Hangeul and Hanja. Finally, we classify characters into Hangeul and Hanja, respectively. An experiment with 2350 Hangeul and 4888 Hanja printed Gothic and Mincho style of KS-C 5601 are carried out. We experiment on typeface sample book, newspapers, academic society's papers, magazines, textbooks and documents written out word processor to obtain the classifying rates of 98.8%, 92%, 96%, 98% and 98%, respectively.

  • PDF

A study on the modified hough transform for hangul feature extraction using generalized sampling rule (한글 특징점 추출을 위한 일반화된 표본화 알고리즘을 이용한 수정된 Hough Transform에 관한 연구)

  • 구하성;고형화
    • Journal of the Korean Institute of Telematics and Electronics B
    • /
    • v.31B no.9
    • /
    • pp.142-149
    • /
    • 1994
  • Hangul is expressed by the basic elements, twenty-four characters. Because these characters are composed of a circle and lines, Hough transform(HT), which has a powerful performance on the noise in extracting lines, is introduced. Many difficulties often occur when the original HT is used to extract strokes and it's direction, position and length from handwritten Hangul characters. Original HT has eight direction selected as samples in the transformed image should be calculated for these eight directions. In this paper, the generalized sampling rule is suggested. According to the rule, those directions which are possible to a line are the only thing to be calculated. The experoment result turned out to be higher than the method that Chen suggested in sampling rate. Anogher experiment result is done on the 1800 handwritten Hangul characters that 10 persons wrote. By feature extracting the oritinal HT and sampling HT. And as a result of six type classification, the suggested method came out higher than original HT.

  • PDF

Cyanobacterial Taxonomy: Current Problems and Prospects for the Integration of Traditional and Molecular Approaches

  • Komarek, Jiri
    • ALGAE
    • /
    • v.21 no.4
    • /
    • pp.349-375
    • /
    • 2006
  • The application of modern ecological, ultrastructural and molecular methods, aided by the cultivation of numerous cyanobacterial morphotypes, has substantially changed our knowledge of these organisms. It has led to major advances in cyanobacterial taxonomy and criteria for their phylogenetic classification. Molecular data provide basic criteria for cyanobacterial taxonomy; however, a correct phylogenetic system cannot be constructed without combining genetic data with knowledge from the previous 150 years research of cyanobacterial diversity. Thus, studies of morphological variation in nature, and modern morphological, ultrastructural, ecophysiological and biochemical characters need to be combined in a “polyphasic” approach. Taxonomic concepts for generic and infrageneric ranks are re-evaluated in light of combined phenotypic and molecular criteria. Despite their usefulness in experimental studies, the limitations of using strains from culture collections for systematic and nomenclatural purposes is highlighted. The need for a continual revision of strain identification and proper nomenclatural practice associated with either the bacteriological or botanical codes is emphasized. Recent advances in taxonomy are highlighted in the context of prospects for understanding cyanobacterial diversity from natural habitats, and the evolutionary and adaptational processes that cyanobacteria undergo.

On the History and the Irreducible Characters in Group Representations (군표현의 역사와 기약지표들)

  • Wang Moon-ok;Lee Kwang-suk
    • Journal for History of Mathematics
    • /
    • v.18 no.1
    • /
    • pp.75-84
    • /
    • 2005
  • In this paper, we know the historical background in group representations and prove the properties such that a finite group G has non-trivial abelian normal subgroup in some condition for the irreducible character G and prove the properties of product of irreducible characters of finite groups.

  • PDF

Classification of Character Types in Korean Entertainment Program (한국 방송 프로그램의 예능 캐릭터 유형 분류 연구)

  • Jeong, Ye-Jin;Kim, Myoung-Jun
    • The Journal of the Korea Contents Association
    • /
    • v.20 no.9
    • /
    • pp.11-18
    • /
    • 2020
  • Korean entertainment programs have attempted to change formats to reflect the viewers' preference for the unexpected progress of narrative. Casts have used their public identity and it contributes to strengthen the realism by providing their realistic reactions. This study is to advance understanding of entertainment characters' characteristic by classifying character types and analyzing main types that have been appeared repeatedly. This study suggests securing diversity of entertainment characters by noticing character types appearing at low frequency in classification.

The Recognition of Printed Korean Characters by a Neural Network (신경회로망을 이용한 인쇄체 한글 문자의 인식)

  • Kim, Sang-Woo;Jeon, Yun-Ho;Choi, Chong-Ho
    • Journal of the Korean Institute of Telematics and Electronics
    • /
    • v.27 no.2
    • /
    • pp.65-72
    • /
    • 1990
  • The potential of neural networks for the recognition of the printed Korean characters is examined. In spite of good classification capability of neural networks, it is difficult to train a neural network to recognize Korean characters. The difficulty is due to a large number of Korean characters, the similarities among the characters, and the large number of data from the character images. To reduce the input image data, DC components are extracted from each input images. These preprocessed data are used as input to the neural network. The output nodes are composed to represent the characteristics of Korean characters. A MLP (multilayer perceptron) with one hidden layer was trained with a modified BEP algorithm, This method gives good recognition rate for the standard positioned characters of more than 2,300. The result shows that neural networks are well suited for the recognition of printed Korean characters.

  • PDF

Hangul Handwriting Recognition using Recurrent Neural Networks (순환신경망을 이용한 한글 필기체 인식)

  • Kim, Byoung-Hee;Zhang, Byoung-Tak
    • KIISE Transactions on Computing Practices
    • /
    • v.23 no.5
    • /
    • pp.316-321
    • /
    • 2017
  • We analyze the online Hangul handwriting recognition problem (HHR) and present solutions based on recurrent neural networks. The solutions are organized according to the three kinds of sequence labeling problem - sequence classifications, segment classification, and temporal classification, with additional consideration of the structural constitution of Hangul characters. We present a stacked gated recurrent unit (GRU) based model as the natural HHR solution in the sequence classification level. The proposed model shows 86.2% accuracy for recognizing 2350 Hangul characters and 98.2% accuracy for recognizing the six types of Hangul characters. We show that the type recognizing model successfully follows the type change as strokes are sequentially written. These results show the potential for RNN models to learn high-level structural information from sequential data.

Problems concerning Classification of Historical Part of Four Category Classification Scheme (사부분류(史部分類)의 제문제(諸問題) -주(主)로 관련(關聯)된 제류속간(諸類屬間)의 분류한계(分類限界)에 치중(置重)하여-)

  • Chon, Hye-Bong
    • Journal of the Korean BIBLIA Society for library and Information Science
    • /
    • v.1 no.1
    • /
    • pp.31-49
    • /
    • 1972
  • Nowadays, the studies of Orientalogy and Koreanalogy have been developed remarkably. Consequently, the works of commentaries, criticism, translations and the various studies on the matter have been published in quantities. It is also expected that there will be much progress on the above mentioned fields of learning in the future. In this situation, the paper is intended for the professional librarians serving in the field to be familiar with the classification of historical part of the traditional Four Category Classification Scheme (四部分類法). The following topics are mainly dealt with. 1) Studying the origins and characters of classification of historical part of the classification Scheme. 2) Comparing the correlations of division and section of historical part as well as those of other parts of the classification scheme. 3) Explaining the limitation of classification relating to others while presenting the examples to aid for understanding. 4) Giving the principal knowledge on the practice of classification. 5) Attempting for the librarians to make literatures more easily usable among the various systematized bibliographies.

  • PDF

Morphological Characteristics and Principal Component Analysis of Plums (자두의 형태적 특성과 주성분 분석에 의한 품종군 분류)

  • Chung, Kyeong-Ho
    • Horticultural Science & Technology
    • /
    • v.17 no.1
    • /
    • pp.23-28
    • /
    • 1999
  • To examine taxonomic relationships among 53 plums derived from Prunus cerasifera, P. domestica, and P. salicina, principal component analysis (PCA) and cluster analysis on 27 morphological characters were conducted. Of 27 characters, leaf size, leaf shape, and leaf hair were useful characters for plum identification and understanding of taxonomic relationships among them. Leaf length, petiole length, number of leaf nectaries, leaf shape, leaf base, and date of full blooming showed the clear differences between P. salicina group and P. domestica group. Results of cluster analysis using scores of the first three principal components indicated that 53 plums could be grouped into P. salicina-P. cerasifera, P. domestica, and P. spinosa phenon at 1.0 of average distance in UPGMA. Although PCA was useful for rough classification of plums, much more characters were needed for the exact classification.

  • PDF