• Proceedings of the Korean Society of Broadcast Engineers Conference
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• 2020.07a
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• pp.244-248
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• 2020

본 논문에서는 초고속 카메라 기반 투구 궤적 분석 시스템 자동화를 위한 투구 유무 판단 방법을 제안한다. 기존의 카메라 기반 투구 궤적 분석 시스템에서는 궤적 분석을 위한 투구 영상을 수동으로 확보해야 하는 한계가 있다. 이를 해결하기 위해 투수가 던진 공이 포수를 향해 등가속도 운동을 한다는 특성을 이용하여 자동으로 영상 시퀀스 내 투구 유무를 판단한다. 먼저 프레임 별로 야구공 위치를 추정하고, 추정된 공 위치들을 사용해 공 궤적을 모델링한다. 이후 모델링 된 각 궤적 별로 투구 시작 위치와 종료 위치를 획득하고, 시작 위치와 종료 위치에 대한 편차 값을 기준으로 투구 유무를 결정한다. 제안하는 방법의 정확도를 측정하기 위해 실제 야구 경기를 촬영한 영상을 이용하여 실험하였고, 영상 내 모든 투구를 정확하게 판단했음을 확인하였다.

• Korean Journal of Applied Biomechanics
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• v.12 no.2
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• pp.331-344
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• 2002

The purpose of this study was to compare between success and failure in bowling throw motions. For the data analysis, it was utilized by the method of three dimensional motion analysis and obtained kinematical parameters of stride, COG position and ball position through the address and release motion. The subjects of this study were three female bowling players, and obtained conclusions were as follows; Displacements of stride were not significance of success events, 4th and 5th phase stride were longer than failure. COG variation for height were less than failure, but there not significance between success and failure. The ball position of 3 th phase was lowest than other phases, and throw motions were stable by the small variations for upward downward.

• Smart Media Journal
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• v.13 no.4
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• pp.16-22
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• 2024

Pitching is a major part of baseball, so much so that it can be said to be the beginning of baseball. Analysis of accurate pitching motions is very important in terms of performance improvement and injury prevention. When analyzing the correct pitching motion, the currently used motion capture method has several critical environmental drawbacks. In this paper, we propose analysis of pitching motion using the RGB-based Human Pose Estimation (HPE) model to replace motion capture, which has these shortcomings, and use motion capture data and HPE data to verify its reliability. The similarity of the two data was verified by comparing joint coordinates using the Dynamic Time Warping (DTW) algorithm.

• The Korean Journal of Applied Statistics
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• v.33 no.2
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• pp.171-184
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• 2020

Major League Baseball (MLB) records and releases the trajectory data for every baseball pitch, called the PITCHf/x, using three high-speed cameras installed in every stadium. In a previous study, the quality of the pitch was assessed as the expected number of bases yielded using PITCHf/x data. However, the number of bases yielded does not always lead to baseball scores, or runs. In this paper, we assess the quality of a pitch by combining baseball analytics metric Run Expectancy and Run Value using a Random Forests model. We compare the quality of pitches evaluated with Run Value to the quality of pitches evaluated with the expected number of bases yielded.

• Proceedings of the Plant Resources Society of Korea Conference
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• 2023.04a
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• pp.10-10
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• 2023

투구꽃속(Aconitum L.)은 미나리아재비과(Ranunculaceae)의 가장 큰 속(Genus) 중 하나로 300-400 여종(Species)이 북반구 온대지역에 분포한다(Tamura, 1993). 둥근 투구모양의 꽃받침이 특징적이며, aconitine과 같은 알칼로이드 성분을 함유하고 있어 전통적으로 약용소재로서 활용되었다(Khorana, 1968). 세뿔투구꽃(Aconitum austrokoreense Koidz.)은 한국 경상도, 전라남도에만 국지적으로 자라는 한국 특산식물이자, IUCN에서 CR(Critical Endangered) 등급으로 지정된 희귀식물이다. 이 종은 다년생이지만, 서식지에서 개체수가 적거나 유묘의 발견이 어려운 등 자생지 축소 및 절멸의 우려가 높다. 세뿔투구꽃을 보호하고 종을 보존하기 위해서는 종자 발아 · 휴면에 대한 지속적 연구와 종자번식법의 개발이 필요하다. 본 연구에서는 세뿔투구꽃의 종자의 휴면유형을 분석하고 호르몬에 의해 휴면타파를 유도하였으며, 특히 발아 2단계에서 일어나는 생리적 변화를 단백질체학적 관점에서 분석하였다. 세뿔투구꽃 종자는 미발달된 배를 가지고 있으며, 충분한 수분과 온도의 조건에서도 발아가 관찰되지 않아 형태 · 생리적 휴면으로 판단되었다. 종자는 BAP 처리에서 휴면이 타파되는 것을 확인하였으며, 특히 BAP 농도에 따른 발아율은 통계적으로 유의한 값을 가졌다 (F=23.208, P<0.01). 건조된 종자에 비해 BAP 처리된 종자는 발아 2단계에서 몇가지 단백질의 증가가 관찰되었다. 대부분의 종자는 30S ribosomal protein subunit으로, 휴면상태에서 발아상태로 변환이 일루어지는 생리적 변화의 증거로 확인된다. 특히 발아2단계를 지나는 세뿔투구꽃 종자에서는 cytochrome subunit과 photosystem II protein의 급격한 증가가 관찰되었는데, 이는 배아의 발달 결과인 자엽이 발아 즉시 광합성이 가능하도록 준비하는 과정에서 발현 된 것으로 추정한다. 본 연구는 발아2단계에서 휴면타파에 직접적인 영향을 미치는 요인을 발견하지 못하였으나, 휴면타파에 중요한 단계인 발아 2단계 종자의 생리학적 변화를 이해하기 위한 기초자료로 활용 될 수 있을 것이다.

• Korean Journal of Applied Biomechanics
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• v.19 no.3
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• pp.425-433
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• 2009

The purpose of this study was to investigate relation between fastball motion and longtoss motion, and the kinematical analysis using APAS(Ariel Performance Analysis System). Eight people(age: $21.2{\pm}3.6years$, height: $177.1{\pm}3.1cm$, weight $68.6{\pm}2.5kg$) participated in the experiment. Followings are the conclusion. In displacement of fore-aft on COG(Center of Gravity), fastball motion moved more forward than longtoss motion. In displacement of vertical on COG(Center of Gravity), fastball motion was lower than longtoss motion In velocity of right hand, greater release velocity was measured for fastball motion than for longtoss motion. In displacement of elbow and shoulder joint, more extended displacement was exhibited in fastball motion than longtoss motion. In displacement of trunk tilt, fastball motion showed foreward tilt, longtoss motion showed backward tilt. In stride, fastball showed longer than longtoss.

• Korean Journal of Applied Biomechanics
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• v.12 no.2
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• pp.109-130
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• 2002

The purpose of this paper was to make a comparative analysis for the difference of the various kinematic variation which is occurred in the each situation when pitchers throw a straight and a curve ball. Four pitchers, who are two national team players and two high level pitchers, were selected among the right over hand pitchers of D university in the Busan for this paper. The data were analyzed by using 3D equipment. The results of the analysis which was about the elapsed time of the pitching, the movement of the body center-point, the highest height of the left knee, stride length, knee joint angle, shoulder joint angle, elbow joint angle and wrist joint angle in the each section(ST, LKU, HBP, LCF, MCP, BRP) were as follows : 1. Pitching time in the each section and step in the pitching for straight and curve ball was similar. The total elapsed time of the straight and curve ball was 1.78${\pm}$0.07sec and 1.77${\pm}$0.11sec in the order. 2. The position change of the body center to the Z(above below) direction did not show significant difference in the each situation of the section and step between pitching for the straight and curve ball. 3. Height of the left knee did not show significant difference as 125.38${\pm}$11.85cm and 124.95${\pm}$11.63m in the each pitching motion for straight and curve ball. The rate(%H) between height and stride length showed 68.42${\pm}$5.53(%H), 68.40${\pm}$5.45(%H) in the each pitching motion. 4. Pitching for curve ball showed longer stride length than pitching for straight ball that as the stride length was 140.35${\pm}$4.96cm and 144.8${\pm}$1.69cm. The rate(%H) between height and stride length showed 76.9${\pm}$3.77(%H), 79.39${\pm}$2.23(%H) in the each pitching motion. 5. Left knee joint angle did not show significant difference in the ST, LKU and HBP section in the each pitching motion. However, it was shown that knee joint angle was flexed much more in the LFC, MCP and BRP section in the pitching for curve ball. 6. Right shoulder joint angle did not show significant difference in the ST, LKU and HSP section. However, when pitches threw a curve ball in the LKU section. In the LFC section, the right shoulder joint angle was extended much more in the pitching for curve ball, and the angle was extended much in the MCP and BRP section in the pitching for curve ball than straight ball. 7. Right elbow joint angle did not show significant difference in the ST, LKU and HRP section in the two pitching motion. The angle had more flexion in the LFC and MCP section in the pitching for curve ball than the pitching for straight ball. The angle in the each pitching motion for straight ball and curve ball were extended by a narrow margin in the BRP section. 8. Right wrist joint angle was extended much more in the LFC and MCP section in the pitching for curve ball. In the BRP section, the angle was extended much more in the pitching for straight ball than curve ball.

• Journal of Life Science
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• v.20 no.4
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• pp.549-554
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• 2010

Increased external rotation and decreased internal rotation have been noted to occur progressively in the throwing shoulders of baseball pitchers. The purpose of this study was to provide descriptive data for terminal range eccentric antagonist/concentric agonist shoulder muscle strength in collegiate baseball pitchers with humeral head retroversion diagnosed through MRI. The dominant and non-dominant shoulders of 9 asymptomatic baseball pitchers were tested through a range of 20 degrees of external rotation to 90 degrees of internal rotation using the Biodex system 3 isokinetic dynamometer at speeds of $90^{\circ}/s$ and $180^{\circ}/s$. Differences between the dominant and non-dominant shoulders were assessed using the paired samples t-test. Total range of motion, measured at $90^{\circ}$ of glenohumeral abduction, was $180.1^{\circ}$ for dominant shoulders and $183.7^{\circ}$ for non-dominant shoulders. Humeral head retroversion measured $47.6{\pm}6.1^{\circ}$ in dominant and $37.8{\pm}5.3^{\circ}$ in non-dominant extremities. The mean internal rotator concentric contraction (IR-Con) showed a significant difference compared to $31.5{\pm}5.1$ (Nm) in dominant and $38.7{\pm}5.2$ (Nm) in non-dominant shoulders at $180^{\circ}/s$ (p<0.05). The mean external rotator eccentric contraction (ER-Ecc) showed a significant difference compared to $20.3{\pm}4.7$ (Nm) in dominant and $25.1{\pm}3.7$ (Nm) in non-dominant shoulders at $90^{\circ}/s$ (p<0.05). There is a pattern of increased external rotation and decreased internal rotation in the dominant extremity that significantly correlates with an increase in humeral retroversion.

• Korean Journal of Applied Biomechanics
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• v.19 no.1
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• pp.67-75
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• 2009

The purpose of this study is to analyze the effects of target position on the bowling motion. Four female high school athletes with more than four years of bowling experiences were recruited to this study. The major results of this study are as follows; When a subject treats the 1st pin, The spin angle of a coxa for the target position is largely kept from the downswing to the backswing peak point. When a subject treats the 7th pin, As the 7th pin exists at the left side for the right shoulder axis of the thrower, the movement of the ball center of the thrower from side to side is the lowest. In addition, the time required and horizontal speed appear the highest in the release section. The slant angle of a shoulder is largely increased as she moves from the backswing peak point to the release section. The twist angle of a shoulder also appears small as a throw motion is made toward the left side. When a subject treats the 10th pin, The spin angle of a shoulder and the twist angle of a body in motion appear the largest in the release section. So, there are the effects of target position on the bowling motion.

• Korean Journal of Applied Biomechanics
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• v.12 no.2
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• pp.295-306
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• 2002

The purpose of this study was analysis inter relative the ball velocity and isotonic torque of shoulder joint. The subject were twelve overthrow pitcher of professional baseball player. The measurement was used Cybex 6000. The results of this study were as follows : 1. As the siting position of maximal adduction torque of dominant, A group was higher than B group. As the non-dominant, B group was higher than A group for improved angular velocity. There is no significance difference between group. 2. As the siting position of maximal abduction torque of dominant and non-dominant, B group was higher than A group for all measurement. There is no significance difference between group. 3. As the layed position of maximal internal torque of dominant, A group was higher than B group. As the non-dominant was just higher at $180_{\circ}$/sec than B group, B group was higher at $60_{\circ}$/sec and $300_{\circ}$/sec than A group. There is no significance difference between group. 4. As the layed position of maximal external torque of dominant and non-dominant, A group was more higher than B group for all measurement. There is no significance difference between group. 5. As the standing position of maximal internal torque of dominant, A group was just higher at $60_{\circ}$/sec than B group, B group was higher at $180_{\circ}$/sec and $300_{\circ}$/sec than A group. As the non-dominant, B group was higher than A group. There is no significance difference between group. 6. As the standing position of maximal external torque of dominant, A group was higher $60_{\circ}$/sec and $180_{\circ}$/sec than B group. But B group was higher $300_{\circ}$/sec than A group. As the non-dominant, B group was higher than A group. There is no significance difference between group.