• 제목/요약/키워드: Skill accuracy

검색결과 145건 처리시간 0.025초

LiDAR 데이터와 항공사진의 통합을 위한 사각 빌딩의 경계점 설정 (A Study for the Border line Extraction technique of City Spatial Building by LiDAR Data)

  • 연상호;이영욱
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2007년도 추계 종합학술대회 논문집
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    • pp.27-29
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    • 2007
  • 도심지의 공간을 대부분 차지하고 있는 건물의 높이는 지상의 기준점으로 부터의 상대적인 수직거리로 산정하여 3차원의 정보이다. 그러나 지형도의 등고선으로는 알 수 없는 높이이므로 도심지의 스카이 라인이나 건물의 높이 등은 지도에 누락되어 실제적으로 도시계획과 공간 정보를 구축하기 위하여 별도의 측량을 실시하여야 한다. LIDAR는 레이저 스캐너를 항공기에 장착하여 레이저 펄스를 지표면에 주사하고 반사된 레이저 펄스의 도달 시간을 관측함으로써 반사 지점의 공간위치 좌표를 계산해 지표면에 대한 정보를 추출하는 측량기법으로 최근 새로운 지형정보 획득수단으로 부각되고 있다. 이러한 레이저 스캐닝은 센서와 지표면까지의 거리 및 방향을 관측하여 지표면 상의 표고점에 대한 3차원 좌표를 결정한다. 따라서 본 연구에서는 도심공간의 빌딩 및 지형지물에 관한 고밀도의 LiDAR 데이터를 수집하여 건물 중심을 설정하여 건물경계를 추출하여 3차원의 도심 빌딩을 보다 정확하게 생성할 수 있도록 하였다.

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비원어민 교수자 음성모델을 이용한 자동발음평가 시스템 (An automatic pronunciation evaluation system using non-native teacher's speech model)

  • 박혜빈;김동헌;정진우
    • 한국인터넷방송통신학회논문지
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    • 제16권2호
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    • pp.131-136
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    • 2016
  • 외국어 학습에서 발음학습은 가장 중요한 부분 중 하나이다. 발음학습 과정은 학습자의 발음에 대해 정확한 평가와 잘못된 발음이 있을 경우 적절한 피드백을 주어 이를 개선시키는 작업을 포함한다. 숙련된 평가자의 평가는 비용에서, 비숙련 원어민들의 평가는 일관성에서 문제가 있기 때문에 이를 보완할 수 있는 자동발음평가 시스템에 대한 연구가 진행되고 있으며 자동음성인식 기술의 활용이 각광받고 있다. 본 연구에서는 자동음성인식 기술과 비원어민 교수자의 음성 모델을 기반으로 단어 수준에서 학습자의 발음 정확성과 유창성을 평가하는 시스템을 구축하였고, 이를 통해 학습자들이 자신의 발음을 정확히 평가받고 평가결과에 따라 적절한 피드백을 받을 수 있도록 하였다. 또한 시스템의 성능평가를 통해 발음 정확성과 유창성에 대한 자동평가결과가 전반적으로 학습자의 실제 영어실력을 정확히 구분한다는 것을 확인하였다.

음성신호 처리 기술을 적용한 탄산음료와 유칼립투스 발향이 발음에 미치는 영향 분석 (Pronunciation Influence Analysis of Carbonate Drink and Eucalyptus Fragrance by Applying Speech Signal Processing Techniques)

  • 김봉현;조동욱
    • 한국통신학회논문지
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    • 제37권5C호
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    • pp.420-428
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    • 2012
  • 현대와 같은 스마트사회에서 NQ라 불리우는 대인관계의 효율을 극대화 시키는 것은 대단히 중요한 요소가 되고 있다. 특히 대인 관계 시 목소리가 미치는 영향이 38%나 차지하고 있는 실정이므로 발음을 좋게 하기 위한 다각적 방법 마련이 사회적 요구사항이 되고 있는 실정이다. 이를 위해 본 논문에서는 일상생활에서 대화 중 흔히 섭취하는 탄산음료와 유칼립투스 발향이 발음에 미치는 영향을 음성신호 처리 기술을 적용하여 규명해 내는 방법을 제안하고자 한다. 특히 탄산음료의 경우 섭취량에 따라 그것이 발음에 어떤 영향을 미치는지를 분석해 보고자하며 기관지에 효과적인 유칼립투스의 경우도 그 발향이 발음에 미치는 영향을 새롭게 규명해 보고자 한다. 이를 위해 성대 진동의 변화율과 진폭의 규칙성을 분석하고 피치와 음성 에너지의 크기를 분석하여 탄산음료 섭취량과 유칼립투스 발향이 발음에 미치는 영향을 정량화, 객관화, 수치화를 행하고자 한다.

Prediction of ocean surface current: Research status, challenges, and opportunities. A review

  • Ittaka Aldini;Adhistya E. Permanasari;Risanuri Hidayat;Andri Ramdhan
    • Ocean Systems Engineering
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    • 제14권1호
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    • pp.85-99
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    • 2024
  • Ocean surface currents have an essential role in the Earth's climate system and significantly impact the marine ecosystem, weather patterns, and human activities. However, predicting ocean surface currents remains challenging due to the complexity and variability of the oceanic processes involved. This review article provides an overview of the current research status, challenges, and opportunities in the prediction of ocean surface currents. We discuss the various observational and modelling approaches used to study ocean surface currents, including satellite remote sensing, in situ measurements, and numerical models. We also highlight the major challenges facing the prediction of ocean surface currents, such as data assimilation, model-observation integration, and the representation of sub-grid scale processes. In this article, we suggest that future research should focus on developing advanced modeling techniques, such as machine learning, and the integration of multiple observational platforms to improve the accuracy and skill of ocean surface current predictions. We also emphasize the need to address the limitations of observing instruments, such as delays in receiving data, versioning errors, missing data, and undocumented data processing techniques. Improving data availability and quality will be essential for enhancing the accuracy of predictions. The future research should focus on developing methods for effective bias correction, a series of data preprocessing procedures, and utilizing combined models and xAI models to incorporate data from various sources. Advancements in predicting ocean surface currents will benefit various applications such as maritime operations, climate studies, and ecosystem management.

공항 지상 근무자의 심폐소생술 수행능력 (Performance Ability after CPR Education of the ground workers in an airport)

  • 신지훈
    • 한국응급구조학회지
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    • 제13권3호
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    • pp.29-40
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    • 2009
  • Objective : This study is an experimental study which is designed to examine the differences between knowledge and self-confidence before and after theory education(CPR PPT material) based on guidelines of CPR and emergency cardiac treatment of American Heart Association(AHA, 2005) and video self-instruction program for the general public by Korean Association of Cardiopulmonary Resuscitation(KACPR), trace CPR performance ability after CPR and AED education and investigate the accuracy of artificial respiration and chest compression, and know the difference in CPR performance abilities including AED. Methods : Subjects of this study include ground crews and staffs at M airport in G province equipped with emergency equipments for CPR according to Art. 47, Sec. 2 of Emergency Medical Law, airport police, rent-a-cops, security guard, quarantine officer, custom officer, and communication, electricity, civil engineering, facility management staff, airport fire fighting staff, air mechanic, traffic controller, and airport management team among airport facility management staffs. They were given explanation of necessity of research and 147 of 220 subjects who gave consent to this research but 73 who were absent from survey were excluded were used as subjects of this study. of 147 subjects, there were 102 men and 45 women. Results : 1) Knowledge score of CPR was $6.18{\pm}0.87$ before instruction and it was increased to $15.12{\pm}1.78$ after instruction, and there was statistically significant difference. 2) Self-confidence score in CPR was $3.16{\pm}0.96$ before instruction and it was increased to $7.05{\pm}0.75$ after instruction, and there was statistically significant difference. 3) Total average score in CPR performance ability after instruction was 7.46 out of 9, performance ability was highest in confirmation of response as 144(97.95%), follwed by request of help as 140(95.25%) and confirmation of respiration as 135(91.83%), and lowest in performing artificial respiration twice(gross elevation of chest) as 97(65.98%). Accuracy of artificial respiration(%) was $28.60{\pm}16.88$ and that of chest compression(%) was $73.10{\pm}22.16$. 4) Performance ability of AED after instruction showed proper performance in power on by 141(95.91%) and attaching pad by 135(91.83%), hand-off for analyzing rhythm showed 'accuracy' in 115(78.23%) and 'non-performance' in 32(21.77%), delivery of shock and hand-off confirmation showed 'accuracy' in 109(74.14%) and 'inaccuracy' in 38(25.86%), and beginning chest compression immediately after AED was done by 105(71.42%).

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구명뗏목에서의 비상대응 심폐소생술의 효과 분석 및 개선에 관한 연구 (A Study on the Effect Analysis and Improvement of Cardiopulmonary Resuscitation on Life-rafts)

  • 이창우
    • 해양환경안전학회지
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    • 제25권4호
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    • pp.433-440
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    • 2019
  • 선박, 해양플랜트, 해상풍력 등과 같은 해양에서의 근무 환경은 고립되어 있고 거친 해상에 바로 노출되어 있어 안전사고의 높은 위험성을 안고 있다. 이에 해양에서 근무를 하는 모든 종사자에게는 비상상황에 대한 대처 능력이 요구되고 있고 비상대응업무를 수행하는 자에 대해서는 STCW협약, OPITO Safety Training Standard 등의 관련 규정에 근거하여 자격 증명이 이루어지고 있다. 특히, 고립된 상황에서 해양종사자들의 응급처치기술은 필수 요건 중의 하나이다. 그러나 선박을 포함한 해양구조물에서 비상탈출 시 사용하게 되는 구명뗏목에서의 심폐소생술은 구명뗏목의 바닥이 고무재질로써 충분한 가슴압박이 힘들어 응급처치자의 심폐소생술에 대한 피로도와 정확도에 영향을 미칠 것으로 추정된다. 본 논문은 조파장치가 설치되어 있는 안전훈련센터에서 15명의 응급처치강사를 표본으로 바다와 유사한 환경을 조성하여 구명뗏목에서의 심폐소생술 실험을 하였다. 실험 결과, 강의실에서의 심폐소생술의 정확도 평균은 99.6 %였으나 구명뗏목의 여러 환경에서의 심폐소생술의 정확도는 84 %였다. 두 장소의 심폐소생술 정확도에 대한 t 값의 절대값이 임계값의 절대갑보다 크기 때문에 구명뗏목의 심폐소생술의 정확도가 낮아짐을 검증하였다. 파도를 0.3미터 형성한 경우에는 구명뗏목의 심폐소생술의 정확도가 77 %로 낮아짐을 확인하였다. 이에 본 논문을 통해 구명뗏목에서의 심폐소생술은 2인 1조로 실시할 것을 제시하며 최근 활용되고 있는 흉부 압박 자동화 장비를 활용할 것을 추천한다.

ROV Manipulation from Observation and Exploration using Deep Reinforcement Learning

  • Jadhav, Yashashree Rajendra;Moon, Yong Seon
    • Journal of Advanced Research in Ocean Engineering
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    • 제3권3호
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    • pp.136-148
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    • 2017
  • The paper presents dual arm ROV manipulation using deep reinforcement learning. The purpose of this underwater manipulator is to investigate and excavate natural resources in ocean, finding lost aircraft blackboxes and for performing other extremely dangerous tasks without endangering humans. This research work emphasizes on a self-learning approach using Deep Reinforcement Learning (DRL). DRL technique allows ROV to learn the policy of performing manipulation task directly, from raw image data. Our proposed architecture maps the visual inputs (images) to control actions (output) and get reward after each action, which allows an agent to learn manipulation skill through trial and error method. We have trained our network in simulation. The raw images and rewards are directly provided by our simple Lua simulator. Our simulator achieve accuracy by considering underwater dynamic environmental conditions. Major goal of this research is to provide a smart self-learning way to achieve manipulation in highly dynamic underwater environment. The results showed that a dual robotic arm trained for a 3DOF movement successfully achieved target reaching task in a 2D space by considering real environmental factor.

테스트워크 순차이송금형 설계 및 제작 (Design and manufacturing of progressive die for Test Work)

  • 김영천;심응철;이현상;홍용수;정완진
    • Design & Manufacturing
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    • 제6권2호
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    • pp.17-23
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    • 2012
  • In April 2010, the die and mould grand prix for university student was held in Osaka as a special event of Inter Mold Japan. The students from Korea, China, and Japan participated to demonstrate the design and manufacturing skill of die and mould. Based on the given product drawing of Test Work, progressive die should be designed and manufactured. Also, production of Test Work should be carried out. This study had been conducted to participate in the grand prix and to learn practical knowledge and experience from real die design and making. Test Work is made of SPCC and includes piercing, blanking, deep drawing and burring. From the analysis of product drawing, process planning and die design was carried out. Progressive die for Test Work was manufactured using CNC milling, grinding, wire-cutting and polishing. The production was successfully completed using mechanical press and product showed very good accuracy satisfying all dimensional tolerances.

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일부지역 대학생들의 VSI(Video Self-Instruction) 심폐소생술과 기본심폐소생술 교육 효과 비교 (A Comparison in Educational Effects Between Video Self-Instruction (VSI) and Basic CPR (Cardiopulmonary Resuscitation) among College Students in Some Areas)

  • 안주영;박상섭
    • 한국학교ㆍ지역보건교육학회지
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    • 제10권1호
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    • pp.1-16
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    • 2009
  • Objectives: This study aims to perform comparative analysis of educational effects between video self-instruction (VSI) and basic cardiopulmonary resuscitation among college students in some areas. Methods: This study was conducted with 57 college students (28 for control group and 29 for experimental group) in U Metropolitan City from September 27 to October 5, 2007, and SPSS 14.0 Version was used for analysis. Results: As for differences in attitudes before and after cardiopulmonary resuscitation training, the experimental group (1.48) was higher than the control group (.91), which was significant (p<.001). The experimental group (9.56) also showed higher knowledge score than the control group (7.79) with significant differences (p<.05). The former (3.93) also showed higher concrete self-efficacy than the latter (2.17). with significant differences (p<.05). The experimental group (43.24) showed higher practical performance ability than the control group (34.48), with no significant difference. The former (30.93) also showed higher accuracy in chest compression skill than the control group (20.25). with no significant difference.

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멀티모달 가이던스가 독보 기능 습득에 미치는 영향: 드럼 타격 시퀀스에서의 사례 연구 (Effects of Multi-modal Guidance for the Acquisition of Sight Reading Skills: A Case Study with Simple Drum Sequences)

  • 이인;최승문
    • 로봇학회논문지
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    • 제8권3호
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    • pp.217-227
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    • 2013
  • We introduce a learning system for the sight reading of simple drum sequences. Sight reading is a cognitive-motor skill that requires reading of music symbols and actions of multiple limbs for playing the music. The system provides knowledge of results (KR) pertaining to the learner's performance by color-coding music symbols, and guides the learner by indicating the corresponding action for a given music symbol using additional auditory or vibrotactile cues. To evaluate the effects of KR and guidance cues, three learning methods were experimentally compared: KR only, KR with auditory cues, and KR with vibrotactile cues. The task was to play a random 16-note-long drum sequence displayed on a screen. Thirty university students learned the task using one of the learning methods in a between-subjects design. The experimental results did not show statistically significant differences between the methods in terms of task accuracy and completion time.