• Title/Summary/Keyword: similarity transformation

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3D Non-Rigid Registration for Abdominal PET-CT and MR Images Using Mutual Information and Independent Component Analysis

  • Lee, Hakjae;Chun, Jaehee;Lee, Kisung;Kim, Kyeong Min
    • IEIE Transactions on Smart Processing and Computing
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    • v.4 no.5
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    • pp.311-317
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    • 2015
  • The aim of this study is to develop a 3D registration algorithm for positron emission tomography/computed tomography (PET/CT) and magnetic resonance (MR) images acquired from independent PET/CT and MR imaging systems. Combined PET/CT images provide anatomic and functional information, and MR images have high resolution for soft tissue. With the registration technique, the strengths of each modality image can be combined to achieve higher performance in diagnosis and radiotherapy planning. The proposed method consists of two stages: normalized mutual information (NMI)-based global matching and independent component analysis (ICA)-based refinement. In global matching, the field of view of the CT and MR images are adjusted to the same size in the preprocessing step. Then, the target image is geometrically transformed, and the similarities between the two images are measured with NMI. The optimization step updates the transformation parameters to efficiently find the best matched parameter set. In the refinement stage, ICA planes from the windowed image slices are extracted and the similarity between the images is measured to determine the transformation parameters of the control points. B-spline. based freeform deformation is performed for the geometric transformation. The results show good agreement between PET/CT and MR images.

Research on Mimetic Aspect of Desire in the Movie, "The Servant" (영화 <방자전>에 나타난 욕망의 모방적 양상 연구)

  • Son, Minyoung;Jung, Wonsik
    • Journal of Korea Multimedia Society
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    • v.20 no.6
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    • pp.969-977
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    • 2017
  • Through Rene Girard's theory of triangle of the desire, this research investigates the mimetic nature of desire as shown in the main character of the movie The Servant. This paper analyzes the structural transformation of desire in the character, which is revealed by the process of reinterpretation via the medium change and convergence from Chunhyangjeon, a classic oral novel in Korea, to The Servant, a movie created by director Dae-woo Kim in 2010. The Servant is a meaningful research subject as the transformation of the inner desire of the character is accomplished by boldly designating Bangja, who is supposed to be a minor character, as the protagonist. In particular, Rene Girard's argument on the indirectness of desire in the theory of triangle of the desire helps understand the point where the character' inner desire, which naturally occurred in the existing narrative, transforms into the mimetic desire by an intermediary. This indirectness of the mimetic desire of the main character suggests a similarity with modern men's vanity which is offered by the capitalist era. Through this, the modern meaning of the mimetic aspect of desire as revealed by the transformation from the movie The Servant to Chunhyangjeon can be understood.

Re-Ranking Retrieval Model Using Similarity Transformation Based on Gene Algorithm (유전자 알고리즘 기반 유사도 변환을 이용한 순위 재조정 검색 모델)

  • 이재훈;이성주
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2005.11a
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    • pp.331-334
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    • 2005
  • 정보$\cdot$통신과학의 발달로 다양한 영역에서 수많은 정보들이 발생하고 있다. 그 결과 사용자의 요구에 무분별한 응답을 제시하는 검색 모델도 발생하였다. 본 논문은 정보들 사이의 유사도를 변환하고 순위를 재조정하여 더욱 적합한 정보를 상위 순위에 제시함으로써 사용자 요구에 더욱 적합한 정보를 획득할 수 있는 모델에 대해 연구하였다.

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New Bounds using the Solution of the Discrete Lyapunov Matrix Equation

  • Lee, Dong-Gi;Heo, Gwang-Hee;Woo, Jong-Myung
    • International Journal of Control, Automation, and Systems
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    • v.1 no.4
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    • pp.459-463
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    • 2003
  • In this paper, new results using bounds for the solution of the discrete Lyapunov matrix equation are proposed, and some of the existing works are generalized. The bounds obtained are advantageous in that they provide nontrivial upper bounds even when some existing results yield trivial ones.

ON THE LINEAR EQUIVALENCE OF SEQUENCES IN HILBERT SPACES

  • TARIQ QAWASMEH;RAED HATAMLEH;BELAL BATIHA;AHMED SALEM HEILAT
    • Journal of applied mathematics & informatics
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    • v.42 no.2
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    • pp.237-243
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    • 2024
  • A similarity transformation of a solution of the Cauchy problem for the linear difference equation in Hilbert space has been studied. In this manuscript, we obtain necessary and sufficient conditions for linear equivalence of the discrete semigroup of operators, generated by the solution of the difference equation utilizing four Canonical semigroups.

Automatic Detection of the Updating Object by Areal Feature Matching Based on Shape Similarity (형상유사도 기반의 면 객체 매칭을 통한 갱신 객체 탐지)

  • Kim, Ji-Young;Yu, Ki-Yun
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.30 no.1
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    • pp.59-65
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    • 2012
  • In this paper, we proposed a method for automatic detection of a updating object from spatial data sets of different scale and updating cycle by using areal feature matching based on shape similarity. For this, we defined a updating object by analysing matching relationships between two different spatial data sets. Next, we firstly eliminated systematic errors in different scale by using affine transformation. Secondly, if any object is overlaid with several areal features of other data sets, we changed several areal features into a single areal feature. Finally, we detected the updating objects by applying areal feature matching based on shape similarity into the changed spatial data sets. After applying the proposed method into digital topographic map and a base map of Korean Address Information System in South Korea, we confirmed that F-measure is highly 0.958 in a statistical evaluation and that significant updating objects are detected from a visual evaluation.

Hybrid Affine Registration Using Intensity Similarity and Feature Similarity for Pathology Detection

  • June-Sik Kim;Ho-Sung Kim;Jong-Min Lee;Jae-Seok Kim;In-Young Kim;Sun I. Kim
    • Journal of Biomedical Engineering Research
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    • v.23 no.1
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    • pp.39-47
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    • 2002
  • The objective of this study is to provide a Precise form of spatial normalization with affine transformation. The quantitative comparison of the brain architecture across different subjects requires a common coordinate system. For the common coordinate system, not only global brain but also a local region of interest should be spatially normalized. Registration using mutual information generally matches the whose brain well. However. a region of interest may not be normalized compared to the feature-based methods with the landmarks. The hybrid method of this Paper utilizes feature information of the local region as well as intensity similarity. Central gray nuclei of a brain including copus callosum, which is used for feature in Schizophrenia detection, is appropriately normalized by the hybrid method. In the results section. our method is compared with mutual information only method and Talairach mapping with schizophrenia Patients. and is shown how it accurately normalizes feature .

Implementation of Content Based Color Image Retrieval System using Wavelet Transformation Method (웨블릿 변환기법을 이용한 내용기반 컬러영상 검색시스템 구현)

  • 송석진;이희봉;김효성;남기곤
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.40 no.1
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    • pp.20-27
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    • 2003
  • In this paper, we implemented a content-based image retrieval system that user can choose a wanted query region of object and retrieve similar object from image database. Query image is induced to wavelet transformation after divided into hue components and gray components that hue features is extracted through color autocorrelogram and dispersion in hue components. Texture feature is extracted through autocorrelogram and GLCM in gray components also. Using features of two components, retrieval is processed to compare each similarity with database image. In here, weight value is applied to each similarity value. We make up for each defect by deriving features from two components beside one that elevations of recall and precision are verified in experiment results. Moreover, retrieval efficiency is improved by weight value. And various features of database images are indexed automatically in feature library that make possible to rapid image retrieval.

Evaluation Method for Entire Region of Antique Korean Peninsula Maps Using Geometrical Transformation (기하학적 변환에 의한 한반도 고지도의 전체 영역 평가 기법)

  • Lee, Dae-Ho;Oh, Il-Whan
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.3
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    • pp.211-218
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    • 2011
  • Because antique Korean Peninsula maps have many historical signification, we can estimate historical evidences by analyzing them. However, it is very difficult to compare antique maps with modern maps because the antique maps were made by arranging local regions. To resolve this difficulty, we transform antique maps by rotating, scaling and translating to compare with a reference map. Each antique map is rotated in the difference of principal axis angles of the target and the reference maps, and its width and height are scaled asymmetrically using width and height ratios of bounding boxes. Finally, the two regions are overlaid by adjusting their centroids, and then the antique map is evaluated by two similarity equations. Experimental results show that the similarities of region ratio and different angle are properly computed according to era. Therefore, the proposed method can be widely used to analyze the antique Korean Peninsula maps.

Teaching method of the ellipse in Transformation Geometry (변환 기하학적 관점에서 본 타원의 지도 방안)

  • Cho, Cha-Mi
    • School Mathematics
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    • v.14 no.3
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    • pp.331-355
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    • 2012
  • All the method used in teaching the ellipse was to have students draw the points which have the same sum of distances from the two points so that they can confirm the shapes of the ellipse before showing them the definition of ellipse. In this process, students would not get an opportunity to think or make the definition of ellipse for themselves. This deductive way can hinder students from having clear understanding of why such definition was made. This paper introduces a method of defining the ellipse based on the similarity between a circle and an ellipse, leading into the equation. This method is possible by introducing Analytic Geometry taught in current school mathematics and Transformation Geometry. By doing so, this paper will discuss a fundamental understanding about the ellipse and the feature of the ellipse expandable by intuition. Furthermore this paper will also show various advantages which can be given by defining the ellipse in Transformation Geometry.

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