• 제목/요약/키워드: Matrix image

검색결과 1,012건 처리시간 0.029초

Multigrid Wavelet-Based Natural Pixel Method for Image Reconstruction in Emission Computed Tomography

  • Chang je park;Park, Jeong hwan;Cho, Nam-Zin
    • 한국원자력학회:학술대회논문집
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    • 한국원자력학회 1998년도 춘계학술발표회논문집(2)
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    • pp.705-710
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    • 1998
  • We describe a multigrid wavelet-based natural pixel (WNP) method for image reconstruction in emission computed tomography (ECT). The ECT is used to identify the tagged radioactive material's position in the body for detection of abnormal tissue such as tumor or cancer, as in SPECT and PET. With ECT methodology in parallel beam mode, we formulate a matrix-based reconstruction method for radionuclide sources in the human body. The resulting matrix for a practical problem is very large and nearly singular. To overcome this ill-conditioning, wavelet transform is considered in this study. Wavelets have inherent de-noising and multiscale resolution properties. Therefore, the multigrid wavelet-based natural pixel (WNP) method is very efficient to reconstruct image from projection data that is noisy and incomplete. We test this multigrid wavelet natural pixel (WNP) reconstruction method with the MCNP generated projection data for diagnosis of the simulated cancerous tumor.

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Co-occurrence matrix 기반 비데오 영상 검색 (Retrieval of video images based on Co-occurrence matrix)

  • 김규헌;정세윤;전병태;이재연;배영래
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 1998년도 가을 학술발표논문집 Vol.25 No.2 (2)
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    • pp.482-484
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    • 1998
  • Abstract : Multimedia data now one of the widely used information in all the fields as the fast developments of computer techniques have been made. Traditional database systems based on textual information have limitations when applied to multimedia information. This is because simple textual descriptions are ambiguous and inadequate for searching multimedia information for multimedia databases and digital libraries. Thus, especially for image data, which is one of the important multimedia information types, which can retrieve and browse image data on the basis of pictorial queries. Therefore, this paper presents an efficient method for describing texture information in image data.

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복수의 비밀 분산을 위한 (2, n) 시각 암호의 새로운 구성 (New Construction of (2,n) Visual Cryptography for Multiple Secret Sharing)

  • 김문수
    • 정보보호학회논문지
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    • 제10권3호
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    • pp.37-48
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    • 2000
  • 서울Visual cryptography scheme is a simple method in which can be directly decoded the secret information in human visual system without performing any cryptographic computations. This scheme is a kind of secret sharing scheme in which if a secret of image type is scattered to n random images(slides) and any threshold (or more) of them are stacked together the original image will become visible. In this paper we consider (2, n) visual cryptography scheme and propose a new construction method in which the number of expanded pixels can be reduced by using the sample matrix. The proposed scheme can futhermore distribute the multiple secret image to each group according to the difference of relative contrast.

Wavelet 변환 영역에서 칼라 정보와 GLCM 및 방향성을 이용한 영상 검색 (Image Retrieval Using Color feature and GLCM and Direction in Wavelet Transform Domain)

  • 이정봉
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2002년도 춘계종합학술대회
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    • pp.585-589
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    • 2002
  • 본 논문에서는 효과적인 특징 추출을 기반으로 한 계층적인 검색 시스템을 제안한다. 조명 변화 및 영상의 이동과 크기 변화 그리고 회전과 같은 기하학적 변형에도 강한 속성을 가지는 영상 검색을 할 수 있도록 사용자의 질의 영상을 웨이블릿(Wavelet) 변환을 한 후 동일한 크기의 부영역으로 나누어진 저대역 부밴드에서 칼라의 특징으로 추출된 모멘트와 질감 특징인 GLCM(Gray Level Co-occurrence Matrix)의 Contrast를 사용해 유사 영상들의 1차 분류 과정을 거친다. 보다 정확한 검색을 수행하기 위해 1차 분류된 후보 영상들에 대해 고대역 부밴드에서 추출된 수평, 수직, 대각선 방향별 에너지(Energy)를 기반으로 한 에너지의 상대적인 성분 분포의 비교가 수행됨으로써 효율적인 영상 검색 결과를 보였다.

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Gabor 코사인과 사인 변환의 기저함수 절단 효과 (Basis Function Truncation Effect of the Gabor Cosine and Sine Transform)

  • 이적식
    • 정보처리학회논문지B
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    • 제11B권3호
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    • pp.303-308
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    • 2004
  • Gabor 코사인과 사인 변환은 영상주파수 성분을 국부적으로 표현하므로 영상과 비디오 압축 알고리즘에 사용될 수 있다. 압축과 복원에 사용되는 순방향과 역방향 행렬 변환식의 계산 복잡도는 O($N^3$)이다. 이 논문에서는 기저함수들의 길이를 절단하여, 희소기저행렬을 생성하고, 영상압축과 복원에 적용하여 실시간 처리에 용이하게 변환 계산량을 감소시키고자 한다. 기저함수 길이가 감소함에 따라서, 기저함수 에너지에 미치는 절단의 영향을 조사하고 다른 여러 측정량의 변화를 살펴본다. 실험 결과로부터 약 1% 이하의 성능저하로 11배의 곱하기/더하기 수를 감소시킬 수 있음을 보았다.

템플릿 추적 문제를 위한 효율적인 슬라이딩 윈도우 기반 URV Decomposition 알고리즘 (A Fast and Efficient Sliding Window based URV Decomposition Algorithm for Template Tracking)

  • 이근섭
    • 한국멀티미디어학회논문지
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    • 제22권1호
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    • pp.35-43
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    • 2019
  • Template tracking refers to the procedure of finding the most similar image patch corresponding to the given template through an image sequence. In order to obtain more accurate trajectory of the template, the template requires to be updated to reflect various appearance changes as it traverses through an image sequence. To do that, appearance images are used to model appearance variations and these are obtained by the computation of the principal components of the augmented image matrix at every iteration. Unfortunately, it is prohibitively expensive to compute the principal components at every iteration. Thus in this paper, we suggest a new Sliding Window based truncated URV Decomposition (TURVD) algorithm which enables updating their structure by recycling their previous decomposition instead of decomposing the image matrix from the beginning. Specifically, we show an efficient algorithm for updating and downdating the TURVD simultaneously, followed by the rank-one update to the TURVD while tracking the decomposition error accurately and adjusting the truncation level adaptively. Experiments show that the proposed algorithm produces no-meaningful differences but much faster execution speed compared to the typical algorithms in template tracking applications, thereby maintaining a good approximation for the principal components.

Two Messages out of One 2D Matrix Bar Code

  • Cvitic, Filip;Pavcevic, Mario Osvin;Pibernik, Jesenka
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권3호
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    • pp.1105-1120
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    • 2015
  • With the proposed principle of two-dimensional matrix bar code design based on masks, the whole surface of a 2D bar code is used for creating graphic patterns. Masks are a method of overlaying certain information with complete preservation of encoded information. In order to ensure suitable mask performance, it is essential to create a set of masks (mask folder) which are similar to each other. This ultimately allows additional error correction on the whole code level which is proven mathematically through an academic example of a QR code with a matrix of size $9{\times}9$. In order to create a mask folder, this article will investigate parameters based on Weber's law. With the parameters founded in the research, this principle shows how QR codes, or any other 2D bar code, can be designed to display two different messages. This ultimately enables a better description of a 2D bar code, which will improve users' visual recognition of 2D bar code purpose, and therefore users' greater enjoyment and involvement.

행렬 분해 제약을 사용한 다중 영상에서의 투영 복원 (Projective Reconstruction from Multiple Images using Matrix Decomposition Constraints)

  • 안호영;박종승
    • 한국멀티미디어학회논문지
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    • 제15권6호
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    • pp.770-783
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    • 2012
  • 본 논문에서는 다중 영상에서 추출된 특징점을 사용해서 투영 공간에서의 카메라 행렬과 3차원 정점좌표를 계산하는 방법을 제안한다. 수치적인 안정성을 위해서 특징점을 정규화한 후 복원하며 얻어지는 카메라 행렬과 3차원 정점에 대해서 비정규화한다. 카메라 행렬과 3차원 정점의 초기값을 얻기 위해서 특이값 분해기법을 사용해서 투영 깊이가 적용된 측정 행렬을 분해한다. 행렬 분해 제약을 사용하여 카메라 행렬과 3차원 정점을 투영 복원한다. 투영 복원 과정에서는 비선형 반복적 최적화 방법이 사용된다. 실험 결과 제안방법은 대체로 적절한 정확성을 얻었고 오차의 편차가 크지 않았다.

적응적 순위 기반 재인덱싱 기법에서의 동일 빈도 값에 대한 우선순위 방법 (Priority Method on Same Co-occurrence Count in Adaptive Rank-based Reindexing Scheme)

  • 유강수;유희진;장의선
    • 한국통신학회논문지
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    • 제30권12C호
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    • pp.1167-1174
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    • 2005
  • 본 논문은 인덱스 영상의 무손실 압축을 위한 적응적 순위 기반 재인덱싱 기법에서 동일 빈도 값에 대한 우선 순위 결정 방법을 제안한다. 발생빈도행렬에서 동일 빈도 값에 대한 우선순위 결정은 발생빈도행렬의 임의의 행에서 물리적으로 처음 위치한 빈도 값, 주대각선 주위에 위치한 빈도 값, 민도 값이 큰 원소의 주위에 위치한 빈도값을 사용한다. 실험 결과, 제안 방법은 기존의 Zeng과 Pinho의 방법보다 1.71 비트까지 절감 효율을 보였다.

추구의복이미지에 따른 의류제품 디자인 설계품질에 관한 연구 -QFD를 이용한 중.노년층 여성 정장을 중심으로- (A Study on Apparel Product Design Elements according to Image Preference -Applied to Quality Function Deployment Focused on Middle Aged and Aged Women's Formal Wear-)

  • 노영;박재옥
    • 한국의류학회지
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    • 제32권10호
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    • pp.1522-1534
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    • 2008
  • The subjects of ttis study were middle-aged women in their 40s$\sim$50s and older women aged 60 and over who were living in Seoul and Kyonggi-do, Korea. Through studying the participants' responses to the questions regarding the attributes of image preference in terms of the levels of satisfaction and importance, the target consumers' demand has been studied. And, they are applied to a QFD Matrix, to find out the relationship between the attributes of product quality and the guidelines of clothing design. For this study, clothing image preference is categorized as three types: fashionable and urbane image, elegant and formal image, comfortable and active image. It has also been found that middle-aged and older women think the clothing that projects fashionable and urbane image needs more improvement that those for other images. To review demands for the clothing image preference attribute of formal suits for middle-aged and older women, the priority of these attributes through QFD Matrix that shows the relationship between the attributes and dress elements emphasized by designers has been examined. In reflecting clothing image preference by consumers for their formal two-piece suits, the most important design elements related to material in order of importance were material type, style, thickness and texture, and those related to color were the number of colors used and coloring type.