• Title/Summary/Keyword: Text region extraction

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Image Based Text Matching Using Local Crowdedness and Hausdorff Distance (지역 밀집도 및 Hausdorff 거리를 이용한 영상기반 텍스트 매칭)

  • Son, Hwa-Jeong;Kim, Ji-Soo;Park, Mi-Seon;Yoo, Jae-Myeong;Kim, Soo-Hyung
    • The Journal of the Korea Contents Association
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    • v.6 no.10
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    • pp.134-142
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    • 2006
  • In this paper, we investigate a Hausdorff distance, which is used for the measurement of image similarity, to see whether it is also effective for document retrieval. The proposed method uses a local crowdedness and a Hausdorff distance to locate text images by determining whether a pair of images scanned at different time comes from the same text or not. To reduce the processing time, which is one of the disadvantages of a Hausdorff distance algorithm, we adopt a local crowdedness for feature point extraction. We apply the proposed method to 190 pairs of the same class and 190 pairs of the different class collected from postal envelop images. The results show that the modified Hausdorff distance proposed in this paper performed well in locating the tort region and calculating the degree of similarity between two images. An improvement of accuracy by 2.7% and 9.0% has been obtained, compared to a binary correlation method and the original Hausdorff distance method, respectively.

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The Block Segmentation and Extraction of Layout Information In Document (문서의 영역분리와 레이아웃 정보의 추출)

  • 조용주;남궁재찬
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.17 no.10
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    • pp.1131-1146
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    • 1992
  • In this paper, we suggest a new algorithm applied to the segmentation of published documents to obtain constituent and layout information of document. Firstly, we begin the process of blocking and labeling on a 300dpi scanned document. Secondly, we classify the blocked document by individual sub-regions. Thirdly, we group sub-regions into graphic areas and text areas. Finally, we extract information for layout recognition by using the data. From an experiment on papers of an academic society, we obtain the above 98% of region classification rate and extraction rate of information for the layout recognition.

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Detection of Artificial Caption using Temporal and Spatial Information in Video (시·공간 정보를 이용한 동영상의 인공 캡션 검출)

  • Joo, SungIl;Weon, SunHee;Choi, HyungIl
    • KIPS Transactions on Software and Data Engineering
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    • v.1 no.2
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    • pp.115-126
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    • 2012
  • The artificial captions appearing in videos include information that relates to the videos. In order to obtain the information carried by captions, many methods for caption extraction from videos have been studied. Most traditional methods of detecting caption region have used one frame. However video include not only spatial information but also temporal information. So we propose a method of detection caption region using temporal and spatial information. First, we make improved Text-Appearance-Map and detect continuous candidate regions through matching between candidate-regions. Second, we detect disappearing captions using disappearance test in candidate regions. In case of captions disappear, the caption regions are decided by a merging process which use temporal and spatial information. Final, we decide final caption regions through ANNs using edge direction histograms for verification. Our proposed method was experienced on many kinds of captions with a variety of sizes, shapes, positions and the experiment result was evaluated through Recall and Precision.

Text Region Extraction And Tracking In Digital Video (디지털 비디오내의 문자영역 추출 및 추적)

  • Chang, Jea-Sig;Kim, Eun-Yi;Kim, Hang-Joon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2001.04a
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    • pp.301-304
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    • 2001
  • 영상내의 문자정보는 색인에 필요한 유용한 정보를 제공하기 때문에 이를 이용한 멀티미디어 데이터의 색인기법이 최근 많이 연구되고 있다. 본 논문에서는 칼라동영상에서 실시간으로 문자를 추출하고 추적하는 방법을 제안하였다. 제안된 방법은 연결성분(connected component)방법을 이용한 문자추출 모듈과 SSD(a Sum Of Squared Difference)를 이용한 문자추적모듈로 구성되어져 있다. 실제 TV영상에 대하여 제안된 방법을 테스트 해본 결과 빠른 문자추출과 추적시간을 가졌다.

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An Effective Method for Replacing Caption in Video Images (비디오 자막 문자의 효과적인 교환 방법)

  • Chun Byung-Tae;Kim Sook-Yeon
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.2 s.34
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    • pp.97-104
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    • 2005
  • Caption texts frequently inserted in a manufactured video image for helping an understanding of the TV audience. In the movies. replacement of the caption texts can be achieved without any loss of an original image, because the caption texts have their own track in the films. To replace the caption texts in early methods. the new texts have been inserted the caption area in the video images, which is filled a certain color for removing established caption texts. However, the use of these methods could be lost the original images in the caption area, so it is a Problematic method to the TV audience. In this Paper, we propose a new method for replacing the caption text after recovering original image in the caption area. In the experiments. the results in the complex images show some distortion after recovering original images, but most results show a good caption text with the recovered image. As such, this new method is effectively demonstrated to replace the caption texts in video images.

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The Implementation of the Digital watermarking for 3D Polygonal Model (3차원 형상 모델의 디지털 워터마킹 구현)

  • Kim, Sun-Hyung;Lee, Sun-Heum;Kim, Gee-Seog;Ahn, Deog-Sang
    • The KIPS Transactions:PartD
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    • v.9D no.5
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    • pp.925-930
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    • 2002
  • This paper discusses techniques for embedding data into 3D polygonal models of geometry. Much researches of Watermarking had been gone as element technology of DRM (digital rights management). But, few research had gone to 3D polygonal model. Most research is limited at text document, 2D image, animation, music etc. RP system is suitable a few production in various goods species, and it is used much in industry to possible reason that produce prototype and find error or incongruent factor at early stage on design in product development childhood. This paper is research about method that insert watermark in STL ( stereolithography) file that have 3D shape model. Proposed algorithm inserts watermark in normal vector region and facet's interior region of 3D shape data. For this reason, 3D shape does not produce some flexure and fulfill invisibility of watermark. Experiment results that insert and extract watermark in normal netter region and facet's Interior region of 3D shape data by proposed algorithm do not influence entirely in 3D shape and show that insertion and extraction of watermark are possible.

The Geometric Layout Analysis of the Document Image Using Connected Components Method and Median Filter (연결요소 방법과 메디안 필터를 이용한 문서영상 기하학적 구조분석)

  • Jang, Dae-Geun;Hwang, Chan-Sik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.8A
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    • pp.805-813
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    • 2002
  • Document image should be classified into detailed regions as text, picture, table and etc through the geometric layout analysis if paper documents can be converted automatically into electronic documents. However, complexity of the document layout and variety of the size and density of a picture are the reason to make it difficult to analyze the geometric layout of the document images. In this paper, we propose the method which have a better performance of the region segmentation and classifications, and the line extraction in the table region than the commercial softwares and previous methods. The proposed method can segment the document into detailed regions by using connected components method even if its layout is complex. This method also classifies texts and pictures by using separable median filter even. Though their size and density are diverse, In addition, this method extracts the lines from the table adapting one dimensional median filter to the each horizontal and vertical direction, even though lines are deformed or texts attached to them.