• Title/Summary/Keyword: 3 stage

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An Enhanced Two-Stage Vehicle License Plate Detection Scheme Using Object Segmentation for Declined License Plate Detections

  • Lee, Sang-Won;Choi, Bumsuk;Kim, Yoo-Sung
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.9
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    • pp.49-55
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    • 2021
  • In this paper, an enhanced 2-stage vehicle license plate detection scheme using object segmentation is proposed to detect accurately the rotated license plates due to the inclined photographing angles in real-road situations. With the previous 3-stage vehicle license plate detection pipeline model, the detection accuracy is likely decreased as the license plates are declined. To resolve this problem, we propose an enhanced 2-stage model by replacing the frontal two processing stages which are for detecting vehicle area and vehicle license plate respectively in only rectangular shapes in the previous 3-stage model with one step to detect vehicle license plate in arbitrarily shapes using object segmentation. According to the comparison results in terms of the detection accuracy of the proposed 2-stage scheme and the previous 3-stage pipeline model against the rotated license plates, the accuracy of the proposed 2-stage scheme is improved by up to about 20% even though the detection process is simplified.

Sleep Stage Analysis of Obstructive Sleep Apnea Patient using HRV (HRV을 이용한 폐쇄성 수면 무호흡 환자의 수면 단계 분석)

  • Ye, Soo-Young;Eom, Sang-Hee;Jeon, Gye-Rok
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.11
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    • pp.464-467
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    • 1997
  • In this study, ECG was recorded during sleep patients with obstructive sleep apnea. We detecte(heart rate variability) signal from the ECG wa QRS detection algorithm. And we observed HRV by the power spectrum density using autoregr modeling. The experimental results were analysis sleep stage 1, sleep stage 2, sleep stage 3, sleep s sleep stage REM. In experimental result, the PSD with obstructive sleep apnea patients was distributed low frequency band except sleep step 4. These effect means that the sympathetic nervous system affected the sleep stage 1, 2, REM and the parasympathetic nervous system affected the sleep stage 3, 4 with obstructive sleep apnea patients.

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Physical Properties of Wood Treated with the Essential Oil Penetration (정유 침투처리를 한 목재의 물리적 성질)

  • Chong, Song-Ho;Chun, Su-Kyoung;Park, Byung-Su;Jung, Doo-Jin
    • Journal of the Korea Furniture Society
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    • v.16 no.2 s.30
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    • pp.77-83
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    • 2005
  • The specific gravity of wood treated with the essential oil penetration was higher than that of untreated wood. However, in case of oven-dried wood the difference of treated and untreated products decreased, compared with air-dried wood. The shrinkage of treated wood showed no consistent trend and the difference was trivial. In addition, similar trend was shown in each direction. Compression strength parallel to grain of treated wood was somewhat higher than that of untreated wood and the difference was trivial. The difference in static bending strength was slight and showed no consistent trend. The stage of check for Pinus koraiensis and Populus tomentiglandulosa and Alnus hirsuta was 2 stage and 3 stage, respectively. Deformation stage with no relation to the essential oil treatment was 1 stage for Pinus koraiensis, 2 stage Populus tomentiglandulosa and 3 stage for Ainus hirsuta, respectively, and there was no difference in essential oil penetration.

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Analysis of the Exercise Behavior of Early Adulthood : an Application of Transtheoretical Model(TTM) (범이론적 모형에 근거한 성인의 운동실천행위 분석)

  • Kim, Hye-Gyeong
    • Journal of Korea Association of Health Promotion
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    • v.3 no.2
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    • pp.189-198
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    • 2005
  • This study examined the applicability of the transtheoretical model(TTM) to understanding exercise behavior of early adulthood. A cross-sectional study was conducted and data wee collected from 1618 adults aged from 20 to 39 through internet survey. Major conclusions wee as follows: 1. Stage distribution for exercise behavior was 15.6%, 26%, 25%, 19%, 14.4% for precentemplation, contemplation, preparation, action, maintenance stages, respectively. 2. Behavioral processes were more frequently utilized than cognitive processes for action and maintenance stage. 3. Self-reevaluation, social liberation and reinforcement were frequently used in precontemplation, contemplation and preparation stages. Self-reevaluation, reinforcement, self-liberation were frequently used in action and maintenance stages. 4. Pros of exercise behavior began to be higher than cons of exercise behavior from the actions stage and continued to increase to maintenance stage. 5. Self-efficacy was higher in action stage than precontemplation, contemplation and preparation stages and the highest in maintenance stage.

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Nationwide Gastric Cancer Report in Korea (전국 위암 등록사업 결과 보고)

  • Yang, Han-Gwang
    • Journal of Gastric Cancer
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    • v.2 no.2
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    • pp.105-114
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    • 2002
  • In this study, the Korean Gastric Cancer Association collected 12,152 gastric cancer patients (5,380 in 1995, 6,772 in 1999) from 29 hospitals. Twelve clinicopathological factorssex, age, operation date, tumor location, size, operation method, gross type of early gastric cancer, Borrmann type, depth of invasion, lymph node metastasis, distant metastasis, stage-were summarized in a database file and analyzed. Chronological change has been evaluated between the patients in 1995 and those in 1999. Proportion of early gastric cancer has been increased from $28.6\%$ in 1995 to $32.8\%$ in 1999. The UICC staging was $25.3\%$ (1995), $29.3\%$ (1999) for stage Ia, $12.7\%,\;13.9\%$, for stage Ib, $15.7\%,\;14.8\%$, for stage II, $15.2\%,\;13.2\%$, for stage IIIa, $8.2\%,\;6.3\%$, for stage IIIb, and $20.1\%,\;18.1\%$, for stage IV. The operation of each year was subtotal gastrectomy ($67.6\%,\;67.3\%$), total gastrectomy ($26.6\%,\;24.1\%$), proximalgastrectomy ($0.3\%,\;3.6\%$), wedge resection ($0.1\%,\;0.5\%$), bypass surgery ($2.3\%,\;1.8\%$), and open biopsy ($3.1\%,\;2.7\%$). In early gastric cancer, type IIc was the most common ($44.5\%$ in 1995, $42.8\%$ in 1999). The incidence of upper one-third cancer was slightly increased in 1999 ($12.5\%$) than 1995 ($11.2\%$), which is reflected in the increased prox-imal gastrectomy in 1999 (207 cases, $3.6\%$). There was no significant difference between either groups regarding the regional differences.

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동시진공증발공정의 단계별 Se 분압의 변화가 CIGS 박막에 미치는 영향

  • Kim, Jong-Geun;Lee, In-Gyu;Yun, Ju-Heon;Yun, Gwan-Hui;Park, Jong-Geuk;Kim, Won-Mok;Baek, Yeong-Jun;Jeong, Jeung-Hyeon
    • Proceedings of the Korean Vacuum Society Conference
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    • 2011.02a
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    • pp.370-370
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    • 2011
  • I-III-IV2족의 Cu(In,Ga)Se2 (CIGS) 박막 태양전지는 3단계(three-stage) 동시증발공정을 통하여 약 19.9%의 최고의 효율을 보유하고 있다. 3단계 공정에 있어 IV2족 Se의 증발 속도 또는 증착압력은 우선 배향성 제어 및 표면 미세구조 영향 등에 큰 영향을 미치는 것으로 알려져 있다. 본 연구에서는 CIGS 박막 합성을 위한 3단계 공정에서 각 단계별 Se 분압의 변화를 주어, 각 공정 단계에서 Se 분압의 변화가 CIGS 박막의 미세구조 및 셀 효율에 미치는 영향을 분석하였다. 3단계 공정에서 Cu, In, Ga 분압은 고정시키고, Se 분압의 크기 순서대로 1, 2, 3으로 변화시켜 CIGS 박막을 제조하였다. 이 박막의 미세구조, 특히, 우선 배향성, 표면의 기공, 결정성을 제어 하기 위하여 3단계 공정에서 1st stage 이후 Se 분압을 증가시키는 방법($3{\rightarrow}1$, $2{\rightarrow}1$)과 1st stage 이 후 Se 분압을 감소시키는 방법($1{\rightarrow}3$, $1{\rightarrow}2$)을 적용하여 비교하였다. 그 결과 3단계에서 1st stage 이후 Se 분압을 증가시킴으로써 (220)/(204)의 우선 배향성을 촉진시키며, 결정성을 개선하였고, 1st stage 이후 Se 분압을 감소시킴으로써 CIGS 박막 표면의 기공을 제거하고, 결정성을 향상시켰다. 이렇게 1st stage이 후 Se 분압을 증가시킴으로써 (220)/(204)의 우선 배향성의 촉진과 결정성 개선은 단락 전류(Jsc)를 증가시켰으며, 1st stage 이후 Se 분압을 감소시킴으로써 CIGS 박막 표면의 기공을 제거와 결정성 개선은 개방전압(Voc)의 증가효과를 가져왔다.

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Design of an air-cooled high-pressure 3-stage reciprocating air compressor, applied to the starting of diesel engines (디젤엔진 시동용 공냉식 고압 3단 왕복동 공기압축기의 설계)

  • 이안성;김영철;정영식;왕지석
    • Journal of Advanced Marine Engineering and Technology
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    • v.22 no.1
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    • pp.42-51
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    • 1998
  • A 150 m$\^$3//hr, 30 kg/cm$\^$2/, air-cooled 3-stage reciprocating air compressor is designed to be used in starting large diesel engines of ships. A basic design procedure is presented to meet the targeted pressure and flow rate, and especially a volumetric efficiency of 80%. Temperature and stress analysis of the 1st stage cylinder are performed using axisymmetric FEM modelings. The dynamics of valve system is analyzed and stress at the 1st stage valve seat caused by valve impact is evaluated. To reduce friction loss and wear at the compressor engine system tribological design issues are reviewed and good design practices are suggested. Finally, forced-air pin-type interstage coolers are designed to dissipate generated compression heat at each stage.

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Effective Estimation Method of Routing Congestion at Floorplan Stage for 3D ICs

  • Ahn, Byung-Gyu;Kim, Jae-Hwan;Li, Wenrui;Chong, Jong-Wha
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.11 no.4
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    • pp.344-350
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    • 2011
  • Higher integrated density in 3D ICs also brings the difficulties of routing, which can cause the routing failure or re-design from beginning. Hence, precise congestion estimation at the early physical design stage such as floorplan is beneficial to reduce the total design time cost. In this paper, an effective estimation method of routing congestion is proposed for 3D ICs at floorplan stage. This method uses synthesized virtual signal nets, power/ground network and clock network to achieve the estimation. During the synthesis, the TSV location is also under consideration. The experiments indicate that our proposed method had small difference with the estimation result got at the post-placement stage. Furthermore, the comparison of congestion maps obtained with our method and global router demonstrates that our estimation method is able to predict the congestion hot spots accurately.

Growth and Flowering of Cut Spray Chrysanthemum 'Ilweol' by Daminozide (스프레이 절화국화 '일월'의 daminozide에 의한 생육 및 개화)

  • Lee, Chang Hee
    • FLOWER RESEARCH JOURNAL
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    • v.18 no.4
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    • pp.231-237
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    • 2010
  • This study was conducted to improve commercial quality of a cut spray chrysanthemum 'Ilweol' bred in Korea by foliar application of daminozide, suppressing excessive elongation of peduncle caused by high temperature in summer season production. Applications were made at three floral bud developmental stage (I, II, and III), and concentrations used were 0, 500, 1000, and $2000mg{\cdot}L^{-1}$. Cut flower length and peduncle length showed the greatest repression of elongation through daminozide treatments at stage III and stage II, respectively. Daminozide also gradually reduced values of those in a concentration-dependant manner. Flower diameter increased compared to control as daminozide was sprayed at later stage but decreased in daminozide concentration-dependant manner. Angle of flower cluster on apical part of whole plant showed the best results when sprayed with $2,000mg{\cdot}L^{-1}$ at stage III. Among all combinations, $2,000mg{\cdot}L^{-1}$ daminozide at stage II recorded the highest angle of flower cluster and showed 31.3% increment as compared to control. The number of fully expanded flowers showed the highest values using $2,000mg{\cdot}L^{-1}$ daminozide at stage III than the other treatments and total floral buds also showed the highest values using $2,000mg{\cdot}L^{-1}$ daminozide at stage I than the other treatments. In cut spray chrysanthemum cultivar 'Ilweol' bred in Korea, foliar-applying with $2,000mg{\cdot}L^{-1}$ at stage III most effectively suppressed excessive peduncle elongation, angle of flower cluster, and increased the number of flowers in summer. However, this combination affected negatively the other commercial qualities, reducing cut flower length and flower diameter. Therefore, we recommended that foliar application stage and daminozide concentration was stage III and $500mg{\cdot}L^{-1}$, respectively, in a practical culture and cut flower quality for 'Ilweol'.

Fabrication of Piezo-Driven Micropositioning Stage using 3D printer (3D 프린터를 사용한 정밀 스테이지의 제작)

  • Jung, Ho Je;Kim, Jung Hyun
    • Journal of the Korean Society for Precision Engineering
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    • v.31 no.3
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    • pp.277-283
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    • 2014
  • This paper presents the design, optimization and fabrication of a piezo driven micro-positioning stage constructed using a 3D-printer. 3D printing technology provides many advantageous aspects in comparison to traditional manufacturing techniques allowing more rapid prototyping freedom in design, etc. Micro-positioning stages have traditionally been made using metal materials namely aluminum. This paper investigates the possibility of fabricating stages using ABS material with a 3D printer. CAE simulations show that equivalent motion amplification can be achieved compared to a traditional aluminum fabricated stage while the maximum stress is 30 times less. This leads to the possibility of stages with higher magnification factors and less load on the driving piezo element. Experiment results agree with the simulation results. A micro-position stage was fabricated using a 3D printer with ABS material. The motion amplification is very linear and 50 nm stepping was demonstrated.