• Title/Summary/Keyword: Picture classification

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A Study on the Improvement of Classification Schemes of Motion Picture Materials in KDC (KDC 영화자료 분류체계의 개선 방안에 관한 연구 - DDC 및 LCC와 비교하여 -)

  • Lee, Myeong-Hee;Lee, In-Soon
    • Journal of Korean Library and Information Science Society
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    • v.41 no.3
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    • pp.351-372
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    • 2010
  • This study was conducted to improve the classification schemes of KDC in the fields of motion picture materials. Classification schemes of the KDC, DDC and LCC for motion picture materials were analyzed and compared. From the results, KDC was found to be the least suitable classification system to handle motion picture materials because it had very poorly detailed subdivisions of items and incomplete subsidiary tables to develop some subject items to represent various aspects of motion picture fields. Some suggestions to cover the deficiencies of KDC for motion picture fields were made in terms of 9 subdivisions and 53 sub-items. Particularly, new subdivisions of ‘types of genre', ’motion picture festival', 'worldwide motion pictures' and ’people related to motion pictures' were added.

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Document Image Layout Analysis Using Image Filters and Constrained Conditions (이미지 필터와 제한조건을 이용한 문서영상 구조분석)

  • Jang, Dae-Geun;Hwang, Chan-Sik
    • The KIPS Transactions:PartB
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    • v.9B no.3
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    • pp.311-318
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    • 2002
  • Document image layout analysis contains the process to segment document image into detailed regions and the process to classify the segmented regions into text, picture, table or etc. In the region classification process, the size of a region, the density of black pixels, and the complexity of pixel distribution are the bases of region classification. But in case of picture, the ranges of these bases are so wide that it's difficult to decide the classification threshold between picture and others. As a result, the picture has a higher region classification error than others. In this paper, we propose document image layout analysis method which has a better performance for the picture and text region classification than that of previous methods including commercial softwares. In the picture and text region classification, median filter is used in order to reduce the influence of the size of a region, the density of black pixels, and the complexity of pixel distribution. Futhermore the classification error is corrected by the use of region expanding filter and constrained conditions.

Type of Classification Criterion and Characteristic of Classification Strategy That Appear in Pre-Service Elementary Teachers' Classification Activity (예비 초등 교사들의 분류 활동에서 나타난 분류 기준의 유형과 분류 전략의 특징)

  • Yang, Il-Ho;Choi, Hyun-Dong
    • Journal of Korean Elementary Science Education
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    • v.27 no.1
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    • pp.9-22
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    • 2008
  • The purpose of this study was to investigate the type of classification criterion and the characteristic of classification strategy that appear in pre-service elementary teachers' classification activity. The 4 tasks were developed for classification activity; button as a real things that attribute is prominent, shell as a real things that attribute is less prominent, snow flake as a picture cards that attribute is prominent, and galaxy as a picture cards that attribute is less prominent. The 5 college students who major in elementary education were selected. Data were collected by interview with participants, participants' classification recording paper, investigator's observation of participants' action observation, and videotaped that record participants' subject classification process. Result proved in this study is as following. First, pre-service elementary teachers used 4 qualitative classification criterion of feature, random field, image and secondary property, and used 2 dimension classification criterion of space and quantity. They used single quality classification criterion or combining dimension classification criterion in classification activity. Second, pre-service elementary teachers have classification strategy that apply each various classification criterion, and also classification strategy are different according to subject, but discussed that "anchor" and "priming effect" are important for effective classification. Result of this study is expected to contribute classification research and classification teaching program development.

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Classification of a People and Scenery Picture Using Structure Simplicity of the Picture (구조 단순도를 이용한 인물 사진과 풍경 사진의 분류)

  • Chung, Myoung-Bum;Jung, Min-Kyu;Ko, Il-Ju
    • 한국HCI학회:학술대회논문집
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    • 2007.02a
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    • pp.507-511
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    • 2007
  • 기존의 얼굴 인식 기술은 얼굴 검출과 얼굴 인식이라는 두 분야로 나뉘며, 얼굴 검출 기술은 주로 얼굴 인식을 위한 전처리 단계로 이용되었다. 이러한 얼굴 검출 기술은 방대한 양의 사진 콘텐츠를 분류하는 것에도 이용될 수 있다. 얼굴 검출 기술을 통해 사람이 있는 경우 인물 사진, 없는 경우 풍경 사진으로 분류한다. 그러나 기존의 얼굴 검출 기술만으로는 정확성이 떨어진다. 이를 보완하기 위해 본 논문에서는 사진의 구조 단순도 알고리즘을 제안 한다. 구조 단순도는 사진의 색상 구도의 단순비율을 의미하며, 일반적으로 인물 사진일 때 작은 값을 풍경 사진일 때 큰 값을 갖는다. 제안 방법의 유용성을 검증하기 위해 인물 사진 250장, 풍경 사진 250장을 이용하여 분류 실험을 하였다. 얼굴 검출 기술만을 이용한 실험은 66%의 정확성을 나타낸 반면 얼굴 검출 기술과 구조 단순도를 이용한 실험은 74.6%를 나타내었다. 따라서 얼굴 검출 기술과 구조 단순도를 이용하면 효과적인 사진 분류를 할 수 있다.

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A Microgenetic Analysis on the Classification Strategy Used in Tasks Related to Science by College Students (대학생이 과학 관련 과제에서 사용한 분류 전략의 미시발생적 분석)

  • Choi, Hyun-Dong
    • Journal of the Korean Society of Earth Science Education
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    • v.4 no.2
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    • pp.151-165
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    • 2011
  • Following a microgenetic design, this study was analysed the characteristic and the change of classification strategy that appear in college students' classification activity. The 4 tasks were developed for classification activity; a shell as a familiar real things, an animal fossil as a unfamiliar real things, a snow flake as a familiar picture cards and galaxy as a unfamiliar picture card. Achieved study to 6 college students who major in elementary education. Data were collected by interview with subjects, subject's classification schema, investigator's observation of subject's activity, and videotaped that record subject's subject classification process over an extended period of 6 times. Result proved in this study is as following. In the 6 times of the data collection procedures, a strategy F identifying concrete attribution of classification objects and a more detailed strategy X3 combining qualitative, spatial and dimensional attribution were found and more frequently used in both groups of college students which reported a classification process and did not report the process. While discovery and absorption of both a concrete classification strategy and a detailed classification strategy were rapidly developed in the reporting group, they were gradually developed in the non-reporting group. In addition to this, as the data collection procedures were progressing, the college students were familiar with change factors of classification tasks and in the case of pictures the classification strategy showed more desirable changes.

Application and Its Typological Classification of Photographs Shown in Contemporary Art (현대미술에 나타난 사진의 활용과 그 유형학적 분류)

  • LEE, Kyung Ryul
    • Cross-Cultural Studies
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    • v.33
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    • pp.193-239
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    • 2013
  • A photograph, which was applied to contemporary art, plays a very important role in the whole of the multiplied and diversified contemporary arts today. The application of photos, which were shown in contemporary art following the 1950s, can be classified into five types according to role and function of a photo in the process of developing a work. However, this classification is shown a little ambiguously. That is because photos of being utilized by artists are indicated very diversely depending on their artistic strategy and situation. As the first type, a few painters utilize a photo as mirror of reality in order to materialize a challenging and revolutionary idea with going against traditional picture in their pictorial practice. As the second classification, especially American painters utilize a photo as material component of forming their picture like photo-montage or collage. The combined application of this medium is first doing genre de-construction and hybridization of post-modernism in the 1980s while ultimately aiming at social criticism or political satire. The third type implies particularly a case that avant-garde artists utilize a photo as evidence of a work. In this case, a photo is employed as evidence of a work, which disappears in the temporal space essentially like body art, land art, and performance. Also, as the fourth type is a case of utilizing a photo for artistic concept of a work, not pictorial practice of picture, it is utilized often as important artistic strategy of conceptual artists. The final type of utilizing photo is a case of applying photo as formative tool on behalf of dye-stuffs or crayon in order to record a section of reality, which always continues regardless of event or meaning any more, in the traditional picture. In this case, a work is indicated as a photo of having a form of picture, namely, as Forme-tableau. The main subject is indicated there as a daily case of being repeated always the extremely common and revived theme.

Pattern Classification and Characteristics Concerning Landscape on Mountains and Hills by Using a Landscape Picture -The Case of Seoul City- (진경산수화 분석을 통한 산지 구릉 경관 유형의 분류 및 해석 -서울시를 중심으로-)

  • 강명수
    • Journal of the Korean Institute of Landscape Architecture
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    • v.29 no.4
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    • pp.12-23
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    • 2001
  • The research focused on the landscape of mountains and hills drawn in a landscape picture. The purpose of the research is to classify patterns of landscape drawning in landscape pictures and to clarify the characteristics of the pattern by a quantitative index. We selected 21 landscape pictures to understand the Landscape Setting Here(LSH) and Landscape Setting These(LST). We investigated size quantitative indices using 1 landscape picture. The index is a follow: altitude, Visual Distance, Angles, Angle of Appearance Size, Inclination, and Angle of Incidence. The following results were obtained by using this data. 1) It has been understood that we offer an important city view because the LSH of this research can establish understanding of the city structure. 2) We dividing 3 patterns by the LST space drawn in the landscape picture. 3 patterns are Ferry point, Beauty point, an Signal-fire point. 3) We clarified the landscape characteristics of each pattern and the characteristics between patterns by using the index according to this pattern. 4) We understood the problem concerning the Seoul city landscape examining the pattern of this research with the ordinance of Seoul city. It is necessary to standardized a system of pattern classification utilized in landscape pictures to establish a universally interpreted detailed quantitative index, which can be applied to research.

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Moving Picture Compression using Frame Classification by Luminance Characteristics (명암특성에 따른 프레임 분류를 이용한 동영상 압축기법)

  • Kim, Sang-Hyun
    • The Journal of the Korea Contents Association
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    • v.11 no.4
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    • pp.51-56
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    • 2011
  • This paper proposes an efficient moving picture compression for video sequences with luminance variations. In the proposed algorithm, the luminance variation parameters are estimated and local motions are compensated. To detect the frame required luminance compensation, we employ the frame classification based on the cross entropy between histograms of two successive frames, which can reduce the computational redundancy. Simulation results show that the proposed method yields a higher peak signal to noise ratio (PSNR) than that of the conventional methods, with a low computational load, when the video scene contains large luminance variations.

The Region Analysis of Document Images Based on One Dimensional Median Filter (1차원 메디안 필터 기반 문서영상 영역해석)

  • 박승호;장대근;황찬식
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.40 no.3
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    • pp.194-202
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    • 2003
  • To convert printed images into electronic ones automatically, it requires region analysis of document images and character recognition. In these, regional analysis segments document image into detailed regions and classifies thee regions into the types of text, picture, table and so on. But it is difficult to classify the text and the picture exactly, because the size, density and complexity of pixel distribution of some of these are similar. Thu, misclassification in region analysis is the main reason that makes automatic conversion difficult. In this paper, we propose region analysis method that segments document image into text and picture regions. The proposed method solves the referred problems using one dimensional median filter based method in text and picture classification. And the misclassification problems of boldface texts and picture regions like graphs or tables, caused by using median filtering, are solved by using of skin peeling filter and maximal text length. The performance, therefore, is better than previous methods containing commercial softwares.

Video Classification System Based on Similarity Representation Among Sequential Data (순차 데이터간의 유사도 표현에 의한 동영상 분류)

  • Lee, Hosuk;Yang, Jihoon
    • KIPS Transactions on Computer and Communication Systems
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    • v.7 no.1
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    • pp.1-8
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    • 2018
  • It is not easy to learn simple expressions of moving picture data since it contains noise and a lot of information in addition to time-based information. In this study, we propose a similarity representation method and a deep learning method between sequential data which can express such video data abstractly and simpler. This is to learn and obtain a function that allow them to have maximum information when interpreting the degree of similarity between image data vectors constituting a moving picture. Through the actual data, it is confirmed that the proposed method shows better classification performance than the existing moving image classification methods.