• 제목/요약/키워드: frontal analysis

검색결과 535건 처리시간 0.024초

Frontal Face Video Analysis for Detecting Fatigue States

  • Cha, Simyeong;Ha, Jongwoo;Yoon, Soungwoong;Ahn, Chang-Won
    • 한국컴퓨터정보학회논문지
    • /
    • 제27권6호
    • /
    • pp.43-52
    • /
    • 2022
  • 사람이 느끼는 피로는 다양한 생체신호로부터 측정이 가능한 것으로 알려져 있으며, 기존 연구는 질병과 관련된 심각한 피로수준을 산정하는데 주된 목적을 두고 있다. 본 연구에서는 피실험자의 영상을 이용하여 딥러닝 기반의 영상 분석 기술을 적용, 피로 여부를 판단하기 위한 모델을 제안한다. 특히 화상 분석에서 통상적으로 사용되는 객체 인식, 요소 추출과 함께 영상 데이터의 시계열적 특성을 고려하여 방법론을 교차한 3개 분석모델을 제시했다. 다양한 피로상황에서 수집된 정면 얼굴 영상 데이터를 이용하여 제시된 모델을 실험하였으며, CNN 모델의 경우 0.67의 정확도로 피로 상태를 분류할 수 있어 영상 분석 기반의 피로 상태 분류가 유의미하다고 판단된다. 또한 모델별 학습 및 검증 절차 분석을 통해 영상 데이터 특성에 따른 모델 적용방안을 제시했다.

하니컴 샌드위치 복합재를 적용한 저상버스의 충돌 및 전복 특성 연구 (A Study on Crashworthiness and Rollover Characteristics of Low-Floor Bus made of Honeycomb Sandwich Composites)

  • 신광복;고희영;조세현
    • Composites Research
    • /
    • 제21권1호
    • /
    • pp.22-29
    • /
    • 2008
  • 본 논문은 유리섬유 에폭시 면재에 알루미늄 하니컴 샌드위치 복합재가 적용된 저상버스 차체에 대한 정면충돌과 전복에 대한 특성에 대해 연구하였다. 이때 충돌과 전복 해석은 외연유한요소 해석 프로그램인 LS-DYNA3D를 이용하였다. 차체 구조물에 적용되는 적층 복합재 면재에 대해 기계적 특성시험을 통하여 물성을 획득하였고, 직교이방성 특성을 갖는 하니컴 심재의 물성은 유효등가손상 모델을 적용하였다. 저상버스의 충돌 해석은 60km/h의 속도로 정면충돌 사고를 모사하여 해석을 수행하였고, 전복해석은 유럽 안전법규 ECE-R66의 시험 방법을 고려하여 해석하였다. 저상버스의 정면충돌과 전복에 대해 운전자와 승객의 생존 공간 안전성에 관한 결과를 보여준다. 또한, 수정된 Chang-Chang 파손기준식은 충돌과 전복해석에 대한 복합재 구조물의 파손 모드 예측에 추천된다.

병렬 처리를 이용한 용접 공정 유한 요소 해석 (Finite element analysis of welding process by parallel computation)

  • 임세영;김주완;최강혁;임재혁
    • 대한용접접합학회:학술대회논문집
    • /
    • 대한용접접합학회 2003년도 추계학술발표대회 개요집
    • /
    • pp.156-158
    • /
    • 2003
  • An implicit finite element implementation for Leblond's transformation plasticity constitutive equations, which are widely used in welded steel structure is proposed in the framework of parallel computing. The implementation is based upon the multiplicative decomposition of deformation gradient and hyper elastic formulation. We examine the efficiency of parallel computation for the finite element analysis of a welded structure using domain-wise multi-frontal solver.

  • PDF

용접공정 유한요소 해석의 병렬 처리 적용 (Application for parallel computation for finite element analysis of welding processes)

  • 임세영;김주완;최강혁
    • 대한용접접합학회:학술대회논문집
    • /
    • 대한용접접합학회 2004년도 춘계 학술발표대회 개요집
    • /
    • pp.273-275
    • /
    • 2004
  • A parallel multi-frontal solver is developed for finite element analysis of an arc-welding process, which entails phase evolution, heat transfer, and deformations of structure. We verify the code via comparison to a commercial code,SYSWELD. Attention is focused on the implementation of the parallel solver using MPI library, on the speedup by parallel computation, and on the effectiveness of the solver in welding application

  • PDF

아크 용접 공정의 3차원 병렬처리 유한 요소 해석 (Three dimensional finite element analysis of art-welding processor via parallel compuating)

  • 임세영;김주완;김현규;조영삼
    • 대한용접접합학회:학술대회논문집
    • /
    • 대한용접접합학회 2002년도 춘계학술발표대회 개요집
    • /
    • pp.161-163
    • /
    • 2002
  • An implicit finite element implementation for Leblond's transformation plasticity constitutive equations, which are widely used in welded steel structure is proposed in the framework of parallel computing. The implementation is based upon the updated Lagrangian formulation. We examine the efficiency of parallel compuatation for the finite element analysis of a welded structure using multi-frontal solver.

  • PDF

중대뇌동맥 동맥류 파열 환자의 출혈 양상에 대한 임상적 분석 (The Clinical Analysis of Bleeding Pattern in Patients with Ruptured Middle Cerebral Artery Aneurysm)

  • 김훈;심영보;황형식;최재준;김성민;박용기;최선길
    • Journal of Korean Neurosurgical Society
    • /
    • 제30권6호
    • /
    • pp.699-704
    • /
    • 2001
  • Objectives : The rupture of middle cerebral artery(MCA) aneurysm usually cause or is associated with higher incidence of intracerebral hemorrhages(ICH) than any other aneurysmal ruptures. Also, the outcome of patients who had ICH is known to be worse than patients who had subarachnoid hemorrhage(SAH) only. The authors report the bleeding pattern and outcome of ruptured MCA aneurysm patients. Patients and Methods : A total 106 ruptured MCA aneurysm patients who were surgically treated were included and they were divided into 2 groups by the initial brain CT findings according to the presence or absence of ICH over 10cc in amount. The clinical data were analysed retrospectively. Results : The overall mortality was 18.9%. Among 81 patients(76.4%) who had subarachnoid hemorrhage(SAH) only, 68 patients(84%) showed favorable outcome. Twenty five patients(23.6%) had ICH over 10cc in amount with or without SAH, and among them, 11 patients(44%) showed favorable outcome. The ICH was located in temporal lobe(15 patients, 60%), frontal lobe(3, 12%), sylvian fissure(6, 24%) and frontal-temporal lobe(1, 4%). Among 15 patients who had ICH in temporal lobe, only 4 patients(26.6%) showed favorable outcome and all 3 patients who had ICH in frontal lobe showed favorable outcome. Conclusion : ICH was presented in 23.6% of ruptured MCA aneurysm patients and the prognosis of patients with ICH was worse than patients with SAH only. The ICH was located mainly in the temporal lobe and sylvian fissure.

  • PDF

Effects of Three Different Hip Positions in Frontal Plane on Activity of Abdominal Muscles During Active Straight-Leg Raise

  • Yoon, Tae-Lim;Kim, Ki-Song
    • 한국전문물리치료학회지
    • /
    • 제20권3호
    • /
    • pp.81-88
    • /
    • 2013
  • Active straight-leg raise (ASLR) is a physical evaluation procedure to test lumbar spine stability. Several previous studies have reported various methods to control the activation of abdominal muscles during ASLR. We investigated the effects of three different hip positions in frontal plane on abdominal muscles to increase or decrease the difficulty level of lumbar spine stability exercise during ASLR in pain free subjects. Eleven young and healthy subjects voluntarily participated in this study (6 men, 5 women; mean age=$24.0{\pm}1.2$ years, height=$160.0{\pm}7.3cm$, weight=$55.0{\pm}10.6kg$, body mass index=$21.5{\pm}2.3kg/m^2$). The subjects had three trials on each ASLR with hip $10^{\circ}$ adduction, neutral hip, and hip $30^{\circ}$ abduction. Separate repeated-measures analysis of variance (ANOVA) and the post hoc Bonferroni tests (with ${\alpha}$=.05/3=.017) were performed for each muscle among the three different hip positions in frontal plane (ASLR with hip $10^{\circ}$ adduction, neutral hip, and hip $30^{\circ}$ abduction). The ipsilateral external oblique (EO), contralateral EO, ipsilateral internal oblique/transverse abdominis (IO/TrA), and contralateral IO/TrA were significantly greater in ASLR with hip $30^{\circ}$ abduction compared with ASLR with hip $10^{\circ}$ adduction. Also, the ipsilateral EO, contralateral EO, and ipsilateral IO/TrA were significantly greater in ASLR with hip $30^{\circ}$ abduction compared with ASLR with neutral hip. These results suggest that ASLR with hip $30^{\circ}$ abduction and neutral would be useful method to strengthen the EO and IO/TrA. And, ASLR with hip $10^{\circ}$ adduction would be effective in early stages of lumbar stabilization program due to low activation of EO and IO/TrA during maintaining of ASLR position with low load.

디지털경사계를 사용한 체간재위치오류 검사의 신뢰도 분석 (Analysis of Intrarater and Interrater Reliability of Trunk Repositioning Error Test using a Portable Digital Inclinometer)

  • 장우남;이경보;염준우;황병용
    • The Journal of Korean Physical Therapy
    • /
    • 제25권4호
    • /
    • pp.210-216
    • /
    • 2013
  • Purpose: A cost effective tool for the clinical measurement of trunk reposition sense is clearly needed. This study was to analyze intrarater and interrater Reliability of trunk repositioning error (TRE) test which assesses trunk position sense using a portable digital inclinometer. Methods: Twenty four normal healthy subjects were recruited. TRE was measured using a portable digital inclinometer. A digital inclinometer (Acumar-ACU360; Lafayetter Instrument) with precision to $1^{\circ}$ was placed on skin over the spinous process from first to second thoracic vertebra (T1-T2) and secured with double-sided tape. TRE test during sitting forward and lateral flexion movement was assessed. When they reached a point approximately 50% of full trunk flexion range, the examiner instructed the subjects to stop and told them. This was the target position that they should try to reproduce exactly. Each subject performed six trials. Results: ICC (2,1) for intrarater reliability (with-day and between-day) of TRE test in sagittal and frontal plane of movement was 0.75 and 0.78 (excellent reliability). Interrater reliability was 0.66 in sagittal and 0.64, frontal plane (fair to good reliability). However, there were poor correlations between an average of TRE test in sagittal and frontal plane. Conclusion: TRE test using a portable digital inclinometer demonstrated good to excellent reliability. The device may be a cost effective clinical measurement for trunk reposition sense measurement.

강박장애 및 조현병 환자에서의 정량뇌파 소견과 신경인지기능 간의 연관성 (Correlation between Quantitative Electroencephalogram Findings and Neurocognitive Functions in Patients with Obsessive-Compulsive Disorder and Schizophrenia)

  • 김서영;신정은;김민주;권준수;최수희
    • 생물정신의학
    • /
    • 제23권4호
    • /
    • pp.193-198
    • /
    • 2016
  • Objectives Obsessive-compulsive disorder (OCD) and schizophrenia have many common clinical and neurocognitive features. However, not all of them share the same underlying mechanism. The aim of this study was to discover evidences that indicate a pathophysiological mechanism specific to OCD by comparing correlations of quantitative electroencephalography (QEEG) patterns and neurocognitive function in patients with OCD and schizophrenia. Methods Resting-state QEEG data of total 265 patients were acquired retrospectively and parameters such as absolute power, relative power and peak frequency were analyzed from the data. Stroop test and Trail Making Test results as well as demographic features were reviewed for this study. The correlation of neurocognitive functions and brain electrical activities in each group were assessed and compared by correlation analysis. Results Compared with the OCD group, the schizophrenia group performed poorly in neurocognitive tests. Mean values of QEEG parameters in patients with OCD and schizophrenia did not show significant differences. Both absolute and relative power of alpha rhythm in central and frontal regions showed significant positive correlation with Stroop test results in OCD patients. Conclusions Findings in this study shows distinctive correlations between frontal executive dysfunction and frontal alpha rhythm in the OCD patients, both of which might be a candidate for endophenotype underlying obsessive rumination.

관점 획득과 관련된 청소년에서의 뇌 활성화 : 성인과의 차이 (Brain Activation Related to Perspective-Taking in Adolescents : Differences from Adults)

  • 박성경;손정우;이승복;김혜리;이상익;신철진;김시경;주가원
    • 생물정신의학
    • /
    • 제26권2호
    • /
    • pp.47-58
    • /
    • 2019
  • Objectives The purpose of this study was to investigate the differences between adolescents and adults, in the perspective-taking ability, as well as the brain activation patterns during the perspective-taking situation. Methods We recruited healthy adolescents aged 13 years to 15 years (n = 20) and adults aged 19 years to 29 years (n = 20). All the subjects were scanned while performing the perspective-taking task, in which an emotional situation was presented in the form of statements comprising first person, as well as third person perspectives. Differences in brain activation between groups were assessed by contrasting neural activity during the tasks. Results In the between-group analysis, while performing the third-person perspective-taking task, the adolescent group showed greater neural activities in the middle frontal gyrus and precentral gyrus as compared to the adult group. Positive correlation was observed between the activity in the frontal areas (Brodmann area 6/9) and the score of scales related to perspective-taking and social cognition in the adolescent group. Conclusions This study suggests that several frontal brain areas of adolescents needs to be overactivated in order to compensate for low perspective-taking ability when they ought to take another person's point of view.