• 한국산업융합학회 논문집
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• 제24권6_1호
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• pp.693-698
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• 2021

As technology advances, there is increasing need for research in different fields where this technology is applied. On of the most researched topic in computer vision is Human activity recognition (HAR), which has widely been implemented in various fields which include healthcare, video surveillance and education. We therefore present in this paper a human activity recognition system based on scale and rotation while employing the Kinect depth sensors to obtain the human skeleton joints. In contrast to previous approaches that use joint angles, in this paper we propose that each limb has an angle with the X, Y, Z axes which we employ as feature vectors. The use of the joint angles makes our system scale invariant. We further calculate the body relative direction in the egocentric coordinates in order to provide the rotation invariance. For the system parameters, we employ 8 limbs with their corresponding angles each having the X, Y, Z axes from the coordinate system as feature vectors. The extracted features are finally trained and tested with the Long short term memory (LSTM) Network which gives us an average accuracy of 98.3%.

• 대한토목학회논문집
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• 제35권6호
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• pp.1321-1328
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• 2015

우리나라 자동차의 역사는 약 60년 정도로 주요 선진국에 비해 자동차의 역사는 짧지만 자동차와 연관되어 일어나는 교통사고의 발생률이나 심각도를 고려한다면 교통사고를 줄이기 위한 여러 가지 노력이 절실히 필요하다. 따라서 교통사고로 인해 발생되는 여러 가지 문제는 단순 개인의 피해를 넘어 사회적 문제로서 대두되고 있으므로 이를 해소하기 위해 교통사고 원인을 분석하는 작업은 무엇보다도 중요하다. 본 연구는 최근 2년 4개월간 SBS 방송 프로그램에서 일반 대중을 대상으로 방송한 차량용 영상기록장치(DVR, Driving Video Recorder) 제보 교통사고 영상을 통해 수집된 다양한 교통사고의 원인 중 하나인 운전자의 행태를 중심으로 분석하여, 교통사고 발생을 감소시킬 수 있는 방안을 제시하는 것을 목적으로 하고 있다. 이 연구는 교통사고 원인을 단순 데이터 중심으로 분석하고자 하는 기존의 논문과는 달리 다양한 센싱 정보와 비교적 고해상도의 영상정보 수집 내용을 바탕으로 교통사고 발생 시점 전후의 상황을 명확히 저장하고 있는 차량용 영상기록장치 영상을 개별적으로 일일이 직접 분석한 결과로 데이터베이스를 구축하여 이에 대한 통계학적 분석을 통해 실효성 있는 교통사고 감소 방안을 제시하고자 하였다.

• 핵의학기술
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• 제17권1호
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• pp.30-35
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• 2013

의료서비스의 만족도를 향상시키기 위한 방안으로 체감 대기시간 단축과 정확한 의료정보 제공, 검사의 정확도 등이 긍정적인 반응을 보여주고 있다. 이와 같은 방안에 동영상 홍보물이 유용성이 있는지 평가하였으며, 휴대용 DVD플레이어를 구입하여 검사 전 개인적으로 동영상을 시청하도록 한 방법이 서비스 만족도 향상에 도움이 되는 것으로 조사되었다. 체감대기시간 단축에 의한 만족도 향상은 예약시간보다 지연 되는 경우 보다 효과적이며, 현재 제공되고 있는 동영상의 활용도 향상을 위한 홍보를 적극적으로 시행한다면 정확한 의료정보 제공에 의한 만족도 역시 향상될 것이다. 방사성의약품 투여 후 표준섭취시간을 초과하는 시간대 중 가장 많은 부분을 차지하는 1~~3분대를 최소화하기 위해 약 7분 정도의 홍보 동영상을 제공한 결과 미준수 건수가 2.3% 감소하였으며, 이는 정확한 검사를 제공하여 고객의 만족도를 높일 수 있다. 향후 동영상 제공에 대한 홍보를 적극적으로 시행하고 검사 전 개별적으로 동영상을 시청할 수 있도록 휴대용 DVD 플레이어를 제공할 수 있는 구조적인 시스템이 갖춰진다면 의료서비스에 의한 고객 만족도 향상에 기여하리라 생각된다.

• 한국운동역학회지
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• 제13권3호
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• pp.199-215
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• 2003

The purpose of this study was to attempt new starting motion and supply present starting motion in the 500M short track speed skating according to the center of gravity position. The center of gravity position ratio was divided starting motion into five(type A : front 80%-back 20%, type B front 70%-back 30%, type C : front 50%-back 50%, type D : front 30%-back 70%, type E : front 20%-back 80%). The three dimension motion analysis with DLT(direct linear transformation) method was executed using two video cameras. The following conclusion was that It was appear that reaction and execution time in starting motion was the most short in type B. It was characteristic that step of skaters was shorten and center of gravity position ratio was not effect to change of the step in each event. It was appear that the displacement of type D and type E were longer than that type A and type B during the starting motion. It was appear that skill types of center of gravity position ratio to the front were lower than that to the back and contract a posture. Observing the above, it was conclusion that skill type B of center of gravity position ratio to the tent was more effect than that to the back. But it is important that these skill type was most used to the competition and estimate the result.

• Annals of Clinical Neurophysiology
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• 제8권1호
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• pp.40-43
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• 2006

Background: Benign paroxysmal positional vertigo (BPPV) is a relatively common disorder, and is characterized by episodic vertigo and nystagmus which was provoked by head motion. However, little is known about the short and long-term outcome and the prognostic factors for recurrence of BPPV. In this pilot study, we tried to identify the prognostic factors of BPPV for short-term outcome. Methods: We analyzed clinical features of 32 patients (men=21, mean $age=60.4^{\circ}{\pm}12.6y$) with BPPV that was diagnosed by typical nystagmus induced by positioning maneuver. The induced nystagmus was recorded using video-oculography (VOG). According to the semicircular canal involved, BPPV patients were classified into horizontal, posterior, or anterior canal type. Univariate analysis for age, sex, and history of vertigo, and Kaplan-Meier analysis for each canal type were performed. Results: Horizontal (n=21, 65.6%) semicircular canal type BPPV was more common than the posterior one (n=11, 34.4%). Median follow-up period was 113 day (from 34 to 216 days). Four patients with horizontal canal type BPPV had recurrent attacks. Age, history of vertigo, and days prior to diagnosis were not different between canal type. Overall recurrence rate of horizontal canal type BPPV by Kaplan-Meier estimation was 19% at 60 days (p=0.13). Conclusions: Horizontal canal type BPPV was more common and recurred more frequently than posterior canal type in the present study. However, we did not find prognostic factors for recurrence of BPPV.

• 한국운동역학회지
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• 제16권1호
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• pp.65-79
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• 2006

The purpose of this study was firstly to investigate correctional function of custom semi-rigid foot orthotics for excessively pronated people during gait by observing comfort, navicular movement and leg muscles' activity according to short-term and mid-term wearing duration and secondly to understand positive and/or negative point of view of a recently proposed paradigm related to foot orthotics more profoundly. Sixteen subjects who showed excessive pronation at navicular drop test were recruited for this study. Custom semi-rigid foot orthotics were made fitting for foot characteristics of the subjects by podiatry division of Otto Bock Korea company. While wearing the foot orthotics for two months, comfort of wearing were questioned and vertical navicular movement and electromyography of leg muscles during gait were measured at the condition of both immediately after and 2 months after including a control condition, respectively. The subjects were required to walk on a treadmill at the speed of 1.5m/s and four digital video camera filmed the movement of navicular process at the speed of 60 frames/s. In conclusion, in excessively pronated group continuous increase of comfort from short-term to mid-term wearing of custom foot orthotics is assumed to be closely related with short-term and mid term correctional action, of which are consisted the decrease of the range of navicular drop and navicular raisins- the faster timing of minimum navicular position occurring, and the decrease of leg muscles' activities. This conclusion could lead to positively accept new paradigm related to foot orthotics suggested by Nigg and the author suggest that in the future study the variable which could observe navicular movement would be one of major variables to study preferred path of skeleton in the paradigm.

• 한국운동역학회지
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• 제15권4호
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• pp.169-179
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• 2005

In the 500m short track speed skating, the matter of who reaches the first corner first can important factor since each competitor races with all speed from the start to the first line. A filed study was attempted to kinematical estimation six female foreign skaters, who participated in the 500m female final round competition, and two Korea skates during the World Short track Skating Championship. The three dimensional motion analysis with DLT method was executed using four video cameras for analyzing the actual competition situation. In point of analyzing the actual competition situation, it is expected that skaters and coaches the effective informations, and the following conclusions are drawn; The elapsed time by phase in start motion of the foreign skaters appeared shorter those of Korea skaters, so the start training of Korea skaters should be strengthed. Also the displacement of C.G in the foreign skaters appeared shorter displacement than those of Korea skaters. Especially in the starting position, the foreign skaters are superior to Korea skaters in displacement of first(left) and next following stroke(right). The velocity of C.G and maximum velocity of skate blade of foreign skaters art faster than those of Korea skaters. And the foreign skaters show the superior early velocity change. Both of leaning body angle, and left and knee angle of the foreign skaters lead to positive point of having the propulsive force in the early starting position. Observing in the most prominent feature of foreign and Korea skaters in start phase, foreign skaters skate quickly the third stroke. These features of Korea skaters would appear disadvantage of location selection in entering the coner course.

• 산업융합연구
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• 제21권8호
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• pp.13-21
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• 2023

본 연구의 목적은 웹 예능의 어떠한 요소가 시청자의 관심 이동에 영향을 미쳤는지 파악하기 위해 TV 예능 프로그램과의 스토리텔링을 비교하고, 이를 통해 웹 예능 스토리텔링의 특징을 파악하는데 목적을 두었다. 이를 위하여 본 연구에서는 웹 예능과 TV 예능 프로그램을 각 한 편씩 선정하여 스토리텔링 분석을 실시하였으며, 스토리텔링은 이미지, 배경, 스토리, 캐릭터로 구분하여 각 항목에 대한 내용을 분석하였다. 분석결과 웹 예능 스토리텔링은 TV 프로그램과 달리 발단에서 위기로 바로 이어지는 구성을 통해 시청자가 콘텐츠에 바로 몰입할 수 있도록 하였으며, 확실한 결말 서사를 통해 짧은 영상 안에서 기승전결이 명확하도록 구성하였다는 특징을 파악하였다. 이러한 연구결과를 통해 향후 생산되는 숏폼 웹 예능 프로그램이 시청자의 몰입을 위한 방안 및 스토리텔링 전략을 파악할 수 있을 것으로 기대한다.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2012년도 춘계학술대회
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• pp.213-215
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• 2012

현재 구현된 시각 장애인을 위한 Navigation System들은 통신거리가 짧게 제한되어 있고 장애인으로부터 받을 수 있는 정보가 직접적으로 도움을 주기에 부족한 면들이 있다. 반면에 장애인들이 이동하는 경로는 불완전한 편의시설이나 안내로 인해 아직도 White Stick 만으로 이동하기에 불편하고 위험하다고 할 수 있다. 이런 점을 해결하고자 장애인과 도우미간에 영상, 음성, 위치정보를 주고받을 수 있도록 Android Platform과 PC간의 1:1 통신을 구현하고자 한다.

• 대한기계학회:학술대회논문집
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• 대한기계학회 2001년도 춘계학술대회논문집D
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• pp.189-194
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• 2001

A simultaneous visualization of the behavior of bubbles and dry spots has been carried out for pool boiling of R-1l3 on a horizontal heater. From video imaging and image processing analysis, the formation of bubbles and dry spots occurs simultaneously, and therefore they should be considered as a synchronized concept rather than independent identities. The dry spot density is equivalent to the active site density in the region before CHF. At CHF point, large dry areas due to the coalescence of neighboring dry areas cover the heater surface.