• Title/Summary/Keyword: Image reconstruction techniques

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Terrain Geometry from Monocular Image Sequences

  • McKenzie, Alexander;Vendrovsky, Eugene;Noh, Jun-Yong
    • Journal of Computing Science and Engineering
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    • v.2 no.1
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    • pp.98-108
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    • 2008
  • Terrain reconstruction from images is an ill-posed, yet commonly desired Structure from Motion task when compositing visual effects into live-action photography. These surfaces are required for choreography of a scene, casting physically accurate shadows of CG elements, and occlusions. We present a novel framework for generating the geometry of landscapes from extremely noisy point cloud datasets obtained via limited resolution techniques, particularly optical flow based vision algorithms applied to live-action video plates. Our contribution is a new statistical approach to remove erroneous tracks ('outliers') by employing a unique combination of well established techniques-including Gaussian Mixture Models (GMMs) for robust parameter estimation and Radial Basis Functions (REFs) for scattered data interpolation-to exploit the natural constraints of this problem. Our algorithm offsets the tremendously laborious task of modeling these landscapes by hand, automatically generating a visually consistent, camera position dependent, thin-shell surface mesh within seconds for a typical tracking shot.

A NOTE ON OPTIMAL RECONSTRUCTION OF MAGNETIC RESONANCE IMAGES FROM NON-UNIFORM SAMPLES IN k-SPACE

  • Lee, June-Yub
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.14 no.1
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    • pp.35-42
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    • 2010
  • A goal of Magnetic Resonance Imaging is reproducing a spatial map of the effective spin density from the measured Fourier coefficients of a specimen. The imaging procedure can be done by inverse Fourier transformation or backward fast Fourier transformation if the data are sampled on a regular grid in frequency space; however, it is still a challenging question how to reconstruct an image from a finite set of Fourier data on irregular points in k-space. In this paper, we describe some mathematical and numerical properties of imaging techniques from non-uniform MR data using the pseudo-inverse or the diagonal-inverse weight matrix. This note is written as an easy guide to readers interested in the non-uniform MRI techniques and it basically follows the ideas given in the paper by Greengard-Lee-Inati [10, 11].

A Study on Pattern Making by 3D Reconstruction of French Men's Costume in the Second Half of 19th Century - Focused on Redingote and Jaquette - (19세기 하반기 프랑스 남성복 유물의 3D 고증에 의한 패턴 제작에 관한 연구 - 르뎅고뜨(Redingote)와 자께뜨(Jaquette)를 중심으로 -)

  • Kim, Yang-Hee;Ryu, Kyung-Hwa;Bae, Ji-Ye
    • Fashion & Textile Research Journal
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    • v.22 no.1
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    • pp.11-24
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    • 2020
  • This research examines pattern production of 3 men's costumes in the second half of 19th century by 3D reconstruction to reveal technical aspects of mail costumes. The steps are as follows. First, an examination of selective type according to research study. Second, a pattern analysis of 3 historical male tops of 19th century referred to 9 pattern books of the France National Library collection. Third, a categorized type analysis that referred to paintings of the Musée d'Orsay collection. Fourth, a measurement and structure research of 3 historical garments of Fashion and Textile Museum collection. Fifth, the pattern making and fitting by 3D simulation. Research discussed the following subjects and results. First, main type of men's coat can be categorized by frac, redingote, jaquette, and veston. Second, the male costume pattern contained in pattern books was researched along with distinguished silhouettes and structures; X silhouette for frac and redingote, H silhouette for jaquette, and straight box silhouette for veston. Third, based on the analysis of representative type of men's costume per period conducted previous studies, 2 redingotes and a jaquette in the museum were selected and compared to other data such as image materials. Last, the following process was conducted for reconstruction; 'Drawing diagram-Primary pattern drafting by measurement value-3D virtual fitting-Checking the fit-Modification and complement'. We also obtained a 3D virtual reconstruction and a 2D research pattern that suggested a costume pattern by each type along with 3D reconstruction that included insights for male coat techniques of 19th century France.

3D Modeling of Building Sides from the Stereo Images for the Realistic Virtual City in 3D GIS

  • Chung, Yun-Koo;Kim, Kyung-Ok;Han, Joon-Hee
    • Proceedings of the KSRS Conference
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    • 1999.11a
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    • pp.70-74
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    • 1999
  • Remote sensing (RS) data show the surfaces of the earth only but cannot provide the shape data of building sides. The proposed method recovers a 3D shape of building sides from stereo images. Its result shows a higher possibility for recovering a large shaped object by overcoming the difficulties of traditional stereo matching techniques. The urban area will be visualized more realistically than the current model based on graphic and vector data.

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A Refinement Method for Structure from Stereo Motion

  • Park, Sung-Kee;Kim, Mun-Sang;Kweon, In-So
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.63.6-63
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    • 2001
  • For robot navigation and visual reconstruction , structure from motion (SFM) is an active issue in computer vision community and its properties are also becoming well understood. As a drawback in SFM, it is well known that the SFM methods, using small motion model such as optical flow and direct method, have inevitably motion ambiguity between translation and rotation, which is called bas-relief ambiguity. In this paper based on the robust direct method using stereo image sequence, we present a new method for improving those ambiguities. Basically, the direct method uses nearly all image pixels for estimating motion parameters and depths, and global optimization techniques are adopted for finding its solution ...

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Study of the Key Technology of Ghost Imaging Based on Rosette Scanning

  • Zhang, Leihong;Kang, Yi;Pan, Zilan;Liang, Dong;Li, Bei;Zhang, Dawei;Ma, Xiuhua
    • Current Optics and Photonics
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    • v.1 no.5
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    • pp.491-499
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    • 2017
  • Ghost imaging offers great potential, with respect to standard imaging, for imaging objects in optically harsh or noisy environments. It can solve the problems that are difficult to solve by conventional imaging techniques. Recently, it has become a hot topic in quantum optics. In this paper, we propose a scheme for ghost imaging based on rosette scanning, named rosette ghost imaging. Sampling a small area sampling instead of the whole object, the instantaneous field of view of rosette scanning is used as the modulation light field in ghost imaging. This scheme reduces energy loss, the number of samples, and the sampling time, while improving the quality of the reconstructed image.

Reduction of the Blocking Artifact in Block-Based Image Coding System (블록 기반 이미지 코딩 시스템에서 블록화 현상 감소 기법)

  • Yoo Kyeong-Jong;Seo Yeong-Geon;Lee Bu-Kwon
    • Journal of Digital Contents Society
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    • v.5 no.1
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    • pp.48-53
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    • 2004
  • Due to NxN block coding blocking artifacts are exhibited by block-based DCT coding images, primarily at low bit rates. In this letter, we propose the new technique that reduce the blocking artifacts pixels in such images. In the case of combining with list block reconstruction techniques, our algorithm can be also used to improve image qiality. And, the performance of the proposed algorithm is demonstrated experimentally.

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Effects of Iterative Reconstruction Algorithm, Automatic Exposure Control on Image Quality, and Radiation Dose: Phantom Experiments with Coronary CT Angiography Protocols (반복적 재구성 알고리즘과 관전류 자동 노출 조정 기법의 CT 영상 화질과 선량에 미치는 영향: 관상동맥 CT 조영 영상 프로토콜 기반의 팬텀 실험)

  • Ha, Seongmin;Jung, Sunghee;Chang, Hyuk-Jae;Park, Eun-Ah;Shim, Hackjoon
    • Progress in Medical Physics
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    • v.26 no.1
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    • pp.28-35
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    • 2015
  • In this study, we investigated the effects of an iterative reconstruction algorithm and an automatic exposure control (AEC) technique on image quality and radiation dose through phantom experiments with coronary computed tomography (CT) angiography protocols. We scanned the AAPM CT performance phantom using 320 multi-detector-row CT. At the tube voltages of 80, 100, and 120 kVp, the scanning was repeated with two settings of the AEC technique, i.e., with the target standard deviations (SD) values of 33 (the higher tube current) and 44 (the lower tube current). The scanned projection data were reconstructed also in two ways, with the filtered back projection (FBP) and with the iterative reconstruction technique (AIDR-3D). The image quality was evaluated quantitatively with the noise standard deviation, modulation transfer function, and the contrast to noise ratio (CNR). More specifically, we analyzed the influences of selection of a tube voltage and a reconstruction algorithm on tube current modulation and consequently on radiation dose. Reduction of image noise by the iterative reconstruction algorithm compared with the FBP was revealed eminently, especially with the lower tube current protocols, i.e., it was decreased by 46% and 38%, when the AEC was established with the lower dose (the target SD=44) and the higher dose (the target SD=33), respectively. As a side effect of iterative reconstruction, the spatial resolution was decreased by a degree that could not mar the remarkable gains in terms of noise reduction. Consequently, if coronary CT angiogprahy is scanned and reconstructed using both the automatic exposure control and iterative reconstruction techniques, it is anticipated that, in comparison with a conventional acquisition method, image noise can be reduced significantly with slight decrease in spatial resolution, implying clinical advantages of radiation dose reduction, still being faithful to the ALARA principle.

The interpretation of Korean orientalism as the practice of globalization of tradition - The study on the designers Kim Jihaye and Lee Jeanyoun's works from 2000 to 2012 - (전통 세계화의 실천으로서 한국적 오리엔탈리즘(Orientalism)의 해석 - 2000년부터 2012년까지 디자이너 김지해·이진윤의 작품을 중심으로 -)

  • Choi, Seungyeun
    • The Research Journal of the Costume Culture
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    • v.28 no.2
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    • pp.245-264
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    • 2020
  • This study identifies Kim Jihaye and Lee Jeanyoun as actor-networks with cultural values and meanings. It analyzes the process of reorganizing their works into Korean orientalism via an action of co-construction with formative techniques. First, the historical context of orientalism formed in the fashion world will be studied, followed by the design characteristics of orientalism, and the correlation between the Korean orientalism of these designers on the world stage influenced by the globalization discourse of Korean tradition since the 1980s. Next, works of Kim Jihaye and Lee Jeanyoun from 2000 to 2012 will be analyzed, revealing aspects of Korean image reproduction. Consequently, this study finds that the Korean image is restructured socio-culturally through technological imagery as a reproduction of reality by the production subject. This study reminds us of the reflective and cultural meaning of fashion designers in the area of image reproduction, sociocultural practice, and materials and technology.

A Study on Image Reconstruction using Nonlinear Spatial Filter in Impulse Noise Environments (임펄스 잡음환경에서 비선형 공간필터를 이용한 영상복원에 관한 연구)

  • Kang, Kyeong-Deok;Kim, Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2007.06a
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    • pp.750-753
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    • 2007
  • According to the increase of demand for diverse multimedia services, techniques to use images as the tool of information transmission have been rapidly developed. However, impulse noise affecting the reception of image and signal error occurs in the process of digitalization and transmission of images. In order to remove this impulse noise, a nonlinear filter is generally applied and a standard median (SM) filter is representative. However, SM filter degrades the qualify of overall image by error of the edge component. Therefore, in this paper, to restore the corrupted image by impulse noise, a nonlinear spatial filter based on Min-max operation was proposed and was compared with conventional methods through simulations.

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