• Title/Summary/Keyword: Volumetric estimation

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Stabilized 3D Pose Estimation of 3D Volumetric Sequence Using 360° Multi-view Projection (360° 다시점 투영을 이용한 3D 볼류메트릭 시퀀스의 안정적인 3차원 자세 추정)

  • Lee, Sol;Seo, Young-ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.05a
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    • pp.76-77
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    • 2022
  • In this paper, we propose a method to stabilize the 3D pose estimation result of a 3D volumetric data sequence by matching the pose estimation results from multi-view. Draw a circle centered on the volumetric model and project the model from the viewpoint at regular intervals. After performing Openpose 2D pose estimation on the projected 2D image, the 2D joint is matched to localize the 3D joint position. The tremor of 3D joints sequence according to the angular spacing was quantified and expressed in graphs, and the minimum conditions for stable results are suggested.

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Estimation and Evaluation of Volumetric Position Errors for Multi-axis Machine Tools (다축공작기계의 공간오차 예측 및 검증)

  • Hwang, Jooho;Nguyen, Ngoc Cao;Bui, Chin Ba;Park, Chun-Hong
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.23 no.1
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    • pp.1-6
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    • 2014
  • This paper describes a method of estimating and evaluating the volumetric errors of multi-axis machine tools. The estimation method is based on a generic model that was developed from conventional kinematic error models for the geometric and thermal errors to help predict the volumetric error easily in various configurations. To demonstrate the advantages of the model, an application in the early stages of a five-axis machine tool design is presented as an example. The model was experimentally evaluated for a four-axis machine tool by using the data from ISO230-6 and R-test measurements to compare the estimated and measured volumetric errors.

Estimation of a Volumetric Error of a Machine Tool Considering the Moving Direction of a Machine Tool (방향성을 고려한 공작기계 입체오차의 평가)

  • 안경기;조동우
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2000.05a
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    • pp.676-680
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    • 2000
  • In this paper, an extended volumetric error model considering backlash in a three-axis machine tool was proposed and utilized for calculating the volumetric error of the machine tool at any position in three-dimensional workspace. Backlashes are interrelated; i.e. the angular backlash affects the straightness errors which then affect the calculated squareness errors. Therefore, a new concept was introduced to define the backlash of squareness errors to incorporate the backlash of squareness error into the volumetric error, and the characteristics of the backlash of squareness error were investigated. The effects of backlash errors were assessed, by experiments, fur 21 geometric errors of a machine tool. The backlash error was shown to be one of the systematic errors of a machine tool. Based on this volumetric error model, a computer-aided volumetric error analysis system was developed for a three-axis machine tool in this paper. Then the volumetric error at an arbitrary position can be obtained, and displayed in a three-dimensional graphic form.

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A Study on the Estimation of Diameter Distribution and Volumetric Frequency of Joint Discs Using the Least Square Method (최소자승법을 이용한 원판형 절리의 직경분포와 체적빈도 추정에 관한 연구)

  • Song Jae-Joon
    • Tunnel and Underground Space
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    • v.15 no.2 s.55
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    • pp.137-144
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    • 2005
  • An estimation technique of the joint diameter distribution using the least square method is suggested. When utilizing the technique by Song and Lee, the diameter distribution would be obtained only from the trace length distribution defined in an infinite window after the trace length distribution is estimated from the contained trace length distribution. With the new technique, however, the diameter distribution can be directly obtained from the sample histogram of the contained trace lengths. Compared with the previous technique, it shows a more accurate result for small sizes of joint samples and provides the joint geometry parameter of volumetric frequency. Verification of this new technique was completed by using Monte Carlo simulations.

Estimation of gas diffusion coefficients through membrane considered by standing time (유지시간을 고려한 막내 기체 확산계수의 추정)

  • 민벙희;이우태
    • Proceedings of the Membrane Society of Korea Conference
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    • 1994.04a
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    • pp.45-46
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    • 1994
  • 기체분리막의 성능을 평가하기 위한 Manometric method의 몇가지 투과측정장치 중, High-Vacuum technique는 기체 투과계수, 확산계수 및 용해도계수의 정확한 값을 얻는데 가장 유용한 장치이다. 그러나 이 장치는 비용이 비싸고, 조작법이 복잡하며, 투과실험시 계 내의 투과측의 농도를 분석할 수 없고, 측정시간이 많이 걸리는 단점이 있다. 따라서 보다 간단하고 일반적인 측정장치는 막내 기체 확산계수의 측정에는 정확도가 떨어지지만, Low-Vacuum Technique 측정장치가 더 많이 사용되고 있다. Volumetric method는 조작법이 간단하며, 계 내의 농도분석이 가능하고, 측정시간이 빠르며, 비용이 적게 드는 장점이 있다. 일반적으로 Volumetric 투과특정장치로 투과계수는 얻었지만, 확산계수에 대해서는 극소수의 연구자들만이 언급하고 있다. 이는 실험하는 방법의 어려움과 기체의 막내 농도분포에 대해 수학적으로 적합한 모델의 해를 얻지 못한데 있다. 최근데 Lee 등은 Volumetric method을 이용한 확산계수의 평가에 대해 연구하여 신뢰성 있는 결과를 보여주었다. 따라서 본 실험은 Volumetric method를 이용하여 막내 기체 확산계수의 측정을 위해 온도, 압력및 분자직경에 따라 Standing time의 예측에 대해 검토하였다.

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컴퓨터 영상처리에 의한 윤활시스템의 상태진단

  • 서영백;박흥식;전태옥;이충엽
    • Proceedings of the Korean Society of Tribologists and Lubrication Engineers Conference
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    • 1997.04a
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    • pp.224-231
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    • 1997
  • Microscopic examination for the morphological estimation of wear debris on the oil-lubrcated moving system is an accepted method for machine condition and fault diagnosis. However wear particle anaysis has not been widely accepted industry because it is dependent on expert interpretation of particle morphology and relies on subjective assessment criteria. This paper was undertaken to estimate the morphology of wear debris on the oil-lubricated movig system by computer image analysis. The wear test was performed under different sliding conditions using a wear test device made in our laboratory and wear testing specimen of the pin-on-disk-type was rubbed in pararline series base oil. In order to describe characteristics of debris of various shape and size, four shape parameters (50% volumetric diameter, aspect, roundness and reflectivity) have been developed and outlined in the paper. A system using such techniques promises to obviate the need for subjective, human interpretation of particle morphology in machine condition monitoring.

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Simplified Estimation of Settlement in Silty Sand Grounds Induced Liquefaction (액상화에 의한 실트질 모레지반의 침하 산정)

  • Rhee, Min-Ho;Kim, Tae-Hoon;Lee, Song
    • Proceedings of the Korean Geotechical Society Conference
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    • 2000.11a
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    • pp.209-216
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    • 2000
  • When subjected to earthquake shaking, saturated sandy soil may generate excess pore pressure. And a time may come when initial confining pressure will equal to excess pore pressure. Depending on the characteristics of the soil and the length of the drainage path, excess pore pressure was dissipated after earthquake. For this reason, it was induced settlement in grounds and fatal damage of various structures. In this study, settlement in silty sand grounds induced earthquake was evaluated using post-liquefaction constitutive equation between volumetric strain and shear strain from previous study. Using that, it was proposed that simplified estimation of settlement in silty sand grounds induced liquefaction.

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Robust and Efficient 3D Model of an Electromagnetic Induction (EMI) Sensor

  • Antoun, Chafic Abu;Perriard, Yves
    • Journal of international Conference on Electrical Machines and Systems
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    • v.3 no.3
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    • pp.325-330
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    • 2014
  • Eddy current induction is used in a wide range of electronic devices, for example in detection sensors. Due to the advances in computer hardware and software, the need for 3D computation and system comprehension is a requirement to develop and optimize such devices nowadays. Pure theoretical models are mostly limited to special cases. On the other hand, the classical use of commercial Finite Element (FE) electromagnetic 3D models is not computationally efficient and lacks modeling flexibility or robustness. The proposed approach focuses on: (1) implementing theoretical formulations in 3D (FE) model of a detection device as well as (2) an automatic Volumetric Estimation Method (VEM) developed to selectively model the target finite elements. Due to these two approaches, this model is suitable for parametric studies and optimization of the number, location, shape, and size of PCB receivers in order to get the desired target discrimination information preserving high accuracy with tenfold reduction in computation time compared to commercial FE software.

Three-Dimensional Photon Counting Imaging with Enhanced Visual Quality

  • Lee, Jaehoon;Lee, Min-Chul;Cho, Myungjin
    • Journal of information and communication convergence engineering
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    • v.19 no.3
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    • pp.180-187
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    • 2021
  • In this paper, we present a computational volumetric reconstruction method for three-dimensional (3D) photon counting imaging with enhanced visual quality when low-resolution elemental images are used under photon-starved conditions. In conventional photon counting imaging with low-resolution elemental images, it may be difficult to estimate the 3D scene correctly because of a lack of scene information. In addition, the reconstructed 3D images may be blurred because volumetric computational reconstruction has an averaging effect. In contrast, with our method, the pixels of the elemental image rearrangement technique and a Bayesian approach are used as the reconstruction and estimation methods, respectively. Therefore, our method can enhance the visual quality and estimation accuracy of the reconstructed 3D images because it does not have an averaging effect and uses prior information about the 3D scene. To validate our technique, we performed optical experiments and demonstrated the reconstruction results.