• Title/Summary/Keyword: Document Image

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Digital Watermarking for Document Image (문서 이미지를 위한 디지털 워터마킹)

  • Li, De;Choi, Jonguk
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.04a
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    • pp.464-466
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    • 2003
  • 전자정부, 전자상거래의 활성화로 디지털 문서가 빠른 속도로 유통되고 있기에 이에 대한 효과적인 보호대척이 필요한 실정이다. 본 논문에서는 Window Pattern을 이용하여 문서 이미지에 저작권 정보를 삽입하는 방안을 제안한다. 삽입대상 Window Patte을 결정하고 이러한 Pattern으로 원본 영상을 Scan하면서 픽셀 값에 변화를 주게 된다. 이렇게 되어 하나의 Pattern에 1 bit의 정보의 삽입이 가능하게 되고 추출 시 원본은 필요로 하지 않으며 실용성이 높고 적용분야도 넓다.

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Web Font Supporting Method by Using Image2PDF Technology (Image2PDF를 통한 웹 폰트의 인쇄물 적용 방안)

  • Yu, So-Ra;Huang, Xiao;Kang, Min-Jae;Jung, Hoe-Kyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.05a
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    • pp.233-235
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    • 2011
  • Because of various style-sheet and Korean-Fonts, converting from WYSIWYG types of HTML data to forms of PDF has many limitations. In print-work areas, for printing specific fonts, it has to use CMYK colors instead of RGB colors. This paper describes about the process to make web font to printing PDF files, which is high resolution image captured document based on HTML, by using COM component feature of hardware.

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Proposed Schemes for Image Sensors Compatibility in IEEE TG7r1 Image Sensor Communications

  • Nguyen, Trang;Hong, Chang Hyun;Jang, Yeong Min
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.41 no.7
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    • pp.799-808
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    • 2016
  • The IEEE 802.15.7r1 Task Group (TG7r1), known as the revision of the IEEE 802.15.7 Visible Light Communication standard targeting the commercial usage of visible light communication systems which mainly use either image sensors or cameras, is of interest in this paper. The vast challenge in Image Sensor Communications (ISC), as it has been addressed in the Technical Consideration Document (TCD) of the TG7r1, is the Image Sensor Compatibility to support the variety of different commercial cameras available on the market. The on-going ISC standard must adhere to compatible image sensors regulations. This paper brings an inside review of the TG7r1 and an inside look of related works on Image Sensor Communications. The paper analyzes the compatibility features by introducing a revised model of receiver to explain how those features are necessary. One of the most challenging but interesting features is the capability in being compatible to camera frame rates. The variation of camera frame rate is modeled from verified experimental results. Noticeably, three singular approaches to support frame rates compatibility, including temporal approach, spatial approach, and frequency-domain approach, are proposed on the paper along with concise definitions. Those schemes have been presented as valuable proposals on the call-for-proposal meeting series of the TG7r1 recently.

The development of CAI systems for an efficient education of image processing (효율적인 영상처리 교육을 위한 통합 환경 개발에 관한 연구)

  • 이정헌;안용학;채옥삼
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.41 no.6
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    • pp.127-135
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    • 2004
  • With the wide-spread use of multimedia technology, the demand for the image processing engineer is increasing in various fields. But there are few engineers who can develop practical applications in the image processing area. To teach practical image processing techniques, we need an integrated education environment which can efficiently present the image processing theory and, at the same time, provide interactive experiments for the theory presented. In this paper, we propose an integrated education environment for the image processing, which is called MTES. It consists of the theory presentation systems and the experiment systems. The theory presentation systems support multimedia data, web document and Microsoft Powerpoint$^{TM}$ file. It is tightly integrated with the experiment systems which are developed based on the integrated image processing algorithm development system, called Hello-Vision.n.

An Development of Image Retrieval Model based on Image2Vec using GAN (Generative Adversarial Network를 활용한 Image2Vec기반 이미지 검색 모델 개발)

  • Jo, Jaechoon;Lee, Chanhee;Lee, Dongyub;Lim, Heuiseok
    • Journal of Digital Convergence
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    • v.16 no.12
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    • pp.301-307
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    • 2018
  • The most of the IR focus on the method for searching the document, so the keyword-based IR system is not able to reflect the feature information of the image. In order to overcome these limitations, we have developed a system that can search similar images based on the vector information of images, and it can search for similar images based on sketches. The proposed system uses the GAN to up sample the sketch to the image level, convert the image to the vector through the CNN, and then retrieve the similar image using the vector space model. The model was learned using fashion image and the image retrieval system was developed. As a result, the result is showed meaningful performance.

Variational Expectation-Maximization Algorithm in Posterior Distribution of a Latent Dirichlet Allocation Model for Research Topic Analysis

  • Kim, Jong Nam
    • Journal of Korea Multimedia Society
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    • v.23 no.7
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    • pp.883-890
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    • 2020
  • In this paper, we propose a variational expectation-maximization algorithm that computes posterior probabilities from Latent Dirichlet Allocation (LDA) model. The algorithm approximates the intractable posterior distribution of a document term matrix generated from a corpus made up by 50 papers. It approximates the posterior by searching the local optima using lower bound of the true posterior distribution. Moreover, it maximizes the lower bound of the log-likelihood of the true posterior by minimizing the relative entropy of the prior and the posterior distribution known as KL-Divergence. The experimental results indicate that documents clustered to image classification and segmentation are correlated at 0.79 while those clustered to object detection and image segmentation are highly correlated at 0.96. The proposed variational inference algorithm performs efficiently and faster than Gibbs sampling at a computational time of 0.029s.

Distinction of Korean and English Characters from Multi-font Images for the Recognition of Mixed Document Composed of Korean and English (한영 혼용문서 인식을 위한 다중 폰트 이미지로부터 한글과 영어의 구별)

  • 전일수
    • Journal of Korea Society of Industrial Information Systems
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    • v.4 no.3
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    • pp.52-58
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    • 1999
  • This paper proposed and algorithm for distinguishing Korean and English characters which can be applied to multi-size and multi-font images The proposed algorithm distinguishes them as the ratio height to width of each character, the number of connected component, existing or not of stroke image on the left-upper area and detection of bars in an input image. The process of detecting bar is a sequence of left, upper, right, and lower. The proposed method was experimented and proved good performance for the Myungjo font, the Sinmyungjo font, the Gothic font, and the Kungseo font of Hanguel word processor which is widely used for the writing of documents.

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Characteristics of a-Si:H Films for Contact-type Linear Image Sensor (밀착형 선형 영상감지소자를 위한 a-Si:H막의 특성)

  • 오상광;박욱동;김기완
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.28A no.11
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    • pp.894-901
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    • 1991
  • Contact-type linear image sensors have been fabricated by means of RF glow discharge decomposition method of silane and hydrogen mixtures. The dependences of the electrical and optical properties of these sensor on thickness, RF power, substrate temperature and ambient gas pressure have been investigated. the ITO/i-a-Si:H/Al structure film shows photosensitivity of 0.85 and photocurrent to dark current ratio ($I_{ph}/I_{d}$) of 150 at 5V bias voltage under 200${\mu}W/cm^[2}$ red light intensity. Under 200${\mu}W/cm^[2}$ green light intensity, the ratio is 100. In order to investigate photocarrier transport mechanism and to obtain ${\mu}{\gamma}$ product we have measured the I-V characteristics of these sensors favricated with several different deposition parameters under various light sources. The linear inage sensor for document reading has been operated under reverse bias condition with green light source, resulting in ${\mu}{\gamma}$ product of about 1.5$[\times}10^{-9}cm^{2}$/V.

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Text Line Segmentation of Handwritten Documents by Area Mapping

  • Boragule, Abhijeet;Lee, GueeSang
    • Smart Media Journal
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    • v.4 no.3
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    • pp.44-49
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    • 2015
  • Text line segmentation is a preprocessing step in OCR, which can significantly influence the accuracy of document analysis applications. This paper proposes a novel methodology for the text line segmentation of handwritten documents. First, the average width of the connected components is used to form a 1-D Gaussian kernel and a smoothing operation is then applied to the input binary image. The adaptive binarization of the smoothed image forms the final text lines. In this work, the segmentation method involves two stages: firstly, the large connected components are labelled as a unique text line using text line area mapping. Secondly, the final refinement of the segmentation is performed using the Euclidean distance between the text line and small connected components. The group of uniquely labelled text candidates achieves promising segmentation results. The proposed approach works well on Korean and English language handwritten documents captured using a camera.

Developing Standard Transmission System for Radiology Reporting Including Key Images (Key Image를 포함한 방사선과 판독결과지 표준전송시스템 개발)

  • Kim, Seon-Chil
    • Journal of radiological science and technology
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    • v.30 no.1
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    • pp.47-51
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    • 2007
  • Development of hospital information system and Picture Archiving Communication System is not new in the medical field, and the development of internet and information technology are also universal. In the course of such development, however, it is hard to share medical information without a refined standard format. Especially in the department of radiology, the role of PACS has become very important in interchanging information with other disparate hospital information systems. A specific system needs to be developed that radiological reports are archived into a database efficiently. This includes sharing of medical images. A model is suggested in this study in which an internal system is developed where radiologists store necessary images and transmit them in the standard international clinical format, Clinical Document Architecture, and share the information with hospitals. CDA document generator was made to generate a new file format and separate the existing storage system from the new system. This was to ensure the access to required data in XML documents. The model presented in this study added a process where crucial images in reading are inserted in the CDA radiological report generator. Therefore, this study suggests a storage and transmission model for CDA documents, which is different from the existing DICOM SR. Radiological reports could be better shared, when the application function for inserting images and the analysis of standard clinical terms are completed.

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