• 제목/요약/키워드: Maximum a Posterior

검색결과 266건 처리시간 0.025초

Objective Bayesian inference based on upper record values from Rayleigh distribution

  • Seo, Jung In;Kim, Yongku
    • Communications for Statistical Applications and Methods
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    • 제25권4호
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    • pp.411-430
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    • 2018
  • The Bayesian approach is a suitable alternative in constructing appropriate models for observed record values because the number of these values is small. This paper provides an objective Bayesian analysis method for upper record values arising from the Rayleigh distribution. For the objective Bayesian analysis, the Fisher information matrix for unknown parameters is derived in terms of the second derivative of the log-likelihood function by using Leibniz's rule; subsequently, objective priors are provided, resulting in proper posterior distributions. We examine if these priors are the PMPs. In a simulation study, inference results under the provided priors are compared through Monte Carlo simulations. Through real data analysis, we reveal a limitation of the appropriate confidence interval based on the maximum likelihood estimator for the scale parameter and evaluate the models under the provided priors.

압력분포 측정시스템의 개발 (Development of a Pressure Distribution Measurement System)

  • 정진호;이기원;김영호
    • 대한의용생체공학회:의공학회지
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    • 제21권2호
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    • pp.213-218
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    • 2000
  • Pressure distributions of the soft tissue are valuable for understanding and diagnosing the disease characteristics due to the mechanical loading. Our system measures dynamic pressure distributions in real-time under the general PC environment, and analyzes various foot disorders. Main features of the developed system are as follows: (1) With the resistive pressure sensor matrix of 40${\times}$40 cells, the data is sent to the PC with the maximum sampling rate of 40 frames/sec. (2) For each frame, contact area, pressure and force are analyzed by graphic forms. Thus, various biomechanical parameters are easily determined at specific areas of interests. (3) A certain stance phase can be chosen for the analysis from the continuous walking, and the detailed biomechanical analysis can be done according to an arbitrary line dividing anterior/posterior or medial/lateral plantar areas. (4) The center of pressure (COP) is calculated and traced from the pressure distribution data, and thus the movement of the COP is monitored in detail. A few experiments revealed that our system successfully measured the dynamic plantar distribution during normal walking.

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Testicular Development of the Male Lungfish, Protopterus annectens (OWEN) (Pisces: Sarcopterygii) in the Flood Plains of River Niger in Udaba-Ekperi in Nigeria

  • Onyedineke, N.-E.;Otuogbai, T.-O.-S.;Elakhame, L.-A.;Ofoni, C.
    • 한국양식학회지
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    • 제14권2호
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    • pp.73-79
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    • 2001
  • Testicular development of the male African lungfish, Protopterus annectens (Owen) was investigated histologically. The testis was found to be an elongated structure that possessed two distinct portions: an anterior spermatogenic part that was made up of a system of testicular tubules and a posterior vesicular part that invaded the kidney tissue. Spermatogenesis can be divided into five stages; primary spermatogonia, secondary spermatogonia, spermatocyte, spermatids and spermatozoa. Based on the gonadosomatic index (GSI) and histological changes observed, the reproductive cycle can be divided onto four distinct stages: resting and quiescent (December to February), growing (March to June) ripe and spent (July to August) and postspawning (September to November). The GSI was the maximum on July when reproductive cells were mature, ripe and ready for spawning; and the minimum in August after fish spawned.

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A modified device for intraoral radiography to assess the distal osseous defects of mandibular second molar after impacted third molar surgery

  • Ana, Faria-Inocencio;Mercedes, Gallas-Torreira
    • Imaging Science in Dentistry
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    • 제41권3호
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    • pp.115-121
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    • 2011
  • Purpose : This article is to describe a modified device for intraoral radiography which was developed to obtain reproducible radiographic images for assessment of distal osseous defects of the mandibular second molar (2 Mm) after impacted third molar (3 Mm) surgery. Materials and Methods : A commercial available alignment system for posterior region was modified by adding a reference gauge pin (millimetric) and threading a hollow acrylic cylinder at the ring of the radiographic positioner to attach the X-ray collimator. The design included customized resin acrylic stent for the occlusal surface of the 2Mm in maximum intercuspal position, individualizing the biteblock positioner. Periapical radiographs were taken before and after surgical extraction of 3 Mm, employing the radiographic technique of parallelism described by Kugelberg (1986) with this modified film holder and inserting the gauge pin on the deepest bone probing depth point. Results : This technique permitted to obtain standardized periapical radiographs with a moderate to high resolution, repeatability, and accuracy. There was no difference between the measurements on the pre- and post-operative radiographs. This technique allowed better maintenance of the same geometric position compared with conventional one. The insertion of the gauge pin provided the same reference point and localized the deepest osseous defect on the two-dimensional radiographs. Conclusion : This technique allowed better reproducibility in posterior radiographic records (distal surface of 2 Mm) and more accurate measurements of radiographic bone level by the use of a millimetric pin.

신경회로망과 다중스케일 Bayesian 영상 분할 기법을 이용한 결 분할 (Texture segmentation using Neural Networks and multi-scale Bayesian image segmentation technique)

  • 김태형;엄일규;김유신
    • 대한전자공학회논문지SP
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    • 제42권4호
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    • pp.39-48
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    • 2005
  • 본 논문에서는 Bayesian 추정법과 신경회로망을 이용한 새로운 결 분할 방법을 제안한다 신경회로망의 입력으로는 다중스케일을 가지는 웨이블릿 계수와 인접한 이웃 웨이블릿 계수들의 문맥정보를 사용하고, 신경회로망의 출력을 사후 확률로 모델링한다. 문맥정보는 HMT(Hidden Markov Tree) 모델을 이용하여 구한다. 제안 방법은 HMT를 이용한 ML(Maximum Likelihood) 분할 보다 더 우수한 결과를 보여준다. 또한 HMT를 이용한 결 분할 방법과 제안 방법을 이용한 결 분할 각각에 HMTseg라고 불리는 다중 스케일 Bayesian 영상 분할 기술을 이용하여 후처리를 행한 결 분할 또한 제안 방법이 우수함을 보여준다.

A Comparison of Shoulder Muscle Activities on Sitting Posture and Shoulder Angle

  • Park, Gyeong-ju;Park, Sun-young;Lee, Eun-jae;Jeong, Su-hyeon;Kim, Su-jin
    • 한국전문물리치료학회지
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    • 제25권1호
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    • pp.62-70
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    • 2018
  • Background: Sitting posture influences movements of scapulothoracic and glenohumeral joints and changes the shoulder muscle activities. The development and maintenance of correct sitting posture is important for the fundamental treatment of shoulder pain during rehabilitation. Objects: The purpose of this study was to investigate the effects of the sitting postures and the shoulder movements on shoulder muscle activities for both male and female. Methods: Twenty-eight subjects without shoulder-related diseases participated in this experiment. The subjects had randomly adopted three different sitting postures (upright posture, preferred posture, maximum slouched posture) and shoulder flexion angles in scapular plane ($30^{\circ}$, $90^{\circ}$, $120^{\circ}$). Surface electrodes were collected from upper trapezius (UT), anterior deltoid (AD), and posterior deltoid (PD) and the active shoulder range of motion was measured in each sitting posture and shoulder flexion angle. Results: The active range of motions of the shoulder external rotation and the flexion in the scapular plane decreased from the upright posture to the maximum slouched posture (p<.05, mixed-effect linear regression with random intercept, Tukey post-hoc analysis). All muscles showed the highest EMG activities at $120^{\circ}$ shoulder flexion with the maximum slouched posture and did not show the gender differences. Conclusion: Increased shoulder muscle activities may become the potential risk factor for the shoulder impairment and pain if people continuously maintain the maximum slouched posture. Therefore, an upright position is necessary during shoulder exercises, as well as in activities of daily living, including motions involving lifting the arms.

Improved Super-Resolution Algorithm using MAP based on Bayesian Approach

  • 장재용;조효문;조상복
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 심포지엄 논문집 정보 및 제어부문
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    • pp.35-37
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    • 2007
  • Super resolution using stochastic approach which based on the Bayesian approach is to easy modeling for a priori knowledge. Generally, the Bayesian estimation is used when the posterior probability density function of the original image can be established. In this paper, we introduced the improved MAP algorithm based on Bayesian which is stochastic approach in spatial domain. And we presented the observation model between the HR images and LR images applied with MAP reconstruction method which is one of the major in the SR grid construction. Its test results, which are operation speed, chip size and output high resolution image Quality. are significantly improved.

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The effects of bone density and crestal cortical bone thickness on micromotion and peri-implant bone strain distribution in an immediately loaded implant: a nonlinear finite element analysis

  • Sugiura, Tsutomu;Yamamoto, Kazuhiko;Horita, Satoshi;Murakami, Kazuhiro;Tsutsumi, Sadami;Kirita, Tadaaki
    • Journal of Periodontal and Implant Science
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    • 제46권3호
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    • pp.152-165
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    • 2016
  • Purpose: This study investigated the effects of bone density and crestal cortical bone thickness at the implant-placement site on micromotion (relative displacement between the implant and bone) and the peri-implant bone strain distribution under immediate-loading conditions. Methods: A three-dimensional finite element model of the posterior mandible with an implant was constructed. Various bone parameters were simulated, including low or high cancellous bone density, low or high crestal cortical bone density, and crestal cortical bone thicknesses ranging from 0.5 to 2.5 mm. Delayed- and immediate-loading conditions were simulated. A buccolingual oblique load of 200 N was applied to the top of the abutment. Results: The maximum extent of micromotion was approximately $100{\mu}m$ in the low-density cancellous bone models, whereas it was under $30{\mu}m$ in the high-density cancellous bone models. Crestal cortical bone thickness significantly affected the maximum micromotion in the low-density cancellous bone models. The minimum principal strain in the peri-implant cortical bone was affected by the density of the crestal cortical bone and cancellous bone to the same degree for both delayed and immediate loading. In the low-density cancellous bone models under immediate loading, the minimum principal strain in the peri-implant cortical bone decreased with an increase in crestal cortical bone thickness. Conclusions: Cancellous bone density may be a critical factor for avoiding excessive micromotion in immediately loaded implants. Crestal cortical bone thickness significantly affected the maximum extent of micromotion and peri-implant bone strain in simulations of low-density cancellous bone under immediate loading.

사후확률 최적화를 이용한 터보코드 복호기 구현 (An Implementation of Turbo -Code Decoder using Posteriori Probability Optimization)

  • 노진수;이강현
    • 전자공학회논문지CI
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    • 제43권4호
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    • pp.73-79
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    • 2006
  • 터보 코드는 강력한 에러정정 성능 때문에 W-CDMA(Wideband Code Division Multiple Access), CDMA2000 등의 통신 알고리즘에 적용되고 있으며, 여러 분야에서 하드웨어로 구현되어졌다. 여러 가지의 개선 알고리즘과 하드웨어 구조가 제안되어 졌으나 아직까지 하드웨어 면적, 동작속도 및 소비전력 등의 문제가 연구되어지고 있다. 본 논문에서는 하드웨어 면적과 동작속도를 향상시키기 위하여 사후확률 최적화로부터 유도된 MAX-SCALE 알고리즘을 이용한 터보코드 복호기를 설계하였으며, 제안된 회로는 Matlab과 MaxPulsII를 사용하여 성능 측정 및 FPGA 보드상에 구현되었다. 결과적으로 제안된 구조를 사용하여 FPGA에 구현했을 때, 616개의 로직 요소 (Logic Element)를 가지며 MAP(Maximum a Posteriori) 복호 알고리즘에 비해 동작속도는 56.48MHz로 약 40% 향상되었으며, 6.12%의 BER(Bit Error Rate) 성능이 향상되었다.

JT-3D system을 이용한 하악의 운동 분석 (Analysis on mandibular movement using the JT-3D system)

  • 송주헌;김려운;변재준;김희중;허유리;이경제
    • 구강회복응용과학지
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    • 제36권2호
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    • pp.80-87
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    • 2020
  • 목적: JT-3D system를 통해 하악의 운동을 측정하고 측두 하악 장애의 진단에 참고할 수 있는 하악의 운동 범위를 제공하고자 하였다. 연구 재료 및 방법: 성인 60명을 대상으로 JT-3D system을 이용하여 최대 개구와 폐구 운동을 기록하였고, 5회의 반복 운동을 1번의 운동 주기로 간주하여 총 3회의 운동 주기를 기록하였다. 최대 개구 시 하악의 수직적 위치, 전후방 위치, 측방 편위량, 최대 개구량을 기록하였다. JT-3D system의 재현성 평가를 위해 통계분석을 시행하였다(α = 0.05). 결과: 최대 개구 시의 평균값은 수직적 위치 31.56 mm, 후방 24.42 mm, 측방 편위량 0.72 mm, 최대 개구량 40.32 mm로 나타났다. JT-3D system으로 기록한 3회의 운동 주기의 모든 측정값에서 통계적 유의성은 없었다(P > 0.05). 결론: 최대 개구 시 평균 측방 편위량에서 0.72 mm, 최대 개구량은 40.32 mm로 나타났으며, JT-3D system을 이용한 하악 운동 분석은 재현성 있는 결과를 보였다.