• Title/Summary/Keyword: BioSIM

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Design of a MOT model based on Heatmap Detection and Transformer to improve object tracking performance (객체 추적 성능향상을 위한 Heatmap Detection 및 Transformer 기반의 MOT 모델 설계)

  • Hyun-Sung Yang;Chun-Bo Sim;Se-Hoon Jung
    • Annual Conference of KIPS
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    • 2023.05a
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    • pp.461-463
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    • 2023
  • 본 연구는 실시간 MOT(Multiple-Object-Tracking)의 성능을 향상시키기 위해 다양한 기법을 적용한 MOT 모델을 설계한다. 연구에서 사용하는 Backbone 모델은 TBD(Tracking-by-Detection) 기반의 Tracking 모델을 사용한다. Heatmap Detection을 통해 객체를 검출하고 Transformer 기반의 Feature를 연결하여 Tracking 한다. 제안하는 방법은 Anchor 기반의 Detection의 장시간 문제와 추적 객체 정보 전달손실을 감소하여 실시간 객체 추적에 도움이 될 것으로 사료된다.

Design of Tracking By Detection Model Using Similarity Comparison Module (유사도 비교 모듈을 이용한 Tracking By Detection 모델 설계)

  • Hyun-Sung Yang;Se-Hoon Jung;Chun-Bo Sim
    • Annual Conference of KIPS
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    • 2023.11a
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    • pp.509-511
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    • 2023
  • 현대 컴퓨터 비전 분야에서는 객체 추적이 중요한 연구 주제 중 하나다. 기존 Tracking By Detection 방식은 실시간 추적 속도와 Tracklet을 유지할 수 있는 정보 전달의 한계를 가지고 있다. 본 연구에서는 유사도 비교 모듈을 기반으로 Tracking By Detection 모델을 설계하고자 한다. 탐지 모델은 Anchor를 사용하지 않는 CenterNet을 사용하고 탐지된 값에 유사도 비교 알고리즘을 적용하여 객체 탐지와 객체 추적을 동시에 수행하는 모델을 제안한다. 제안하는 방법은 Occlusion으로 인한 객체 정보 손실을 완화하고, 새로운 객체 및 장애물에 대해 강건할 것으로 사료된다.

Characteristics of Environment-Friendly Porous Polymer Concrete for Permeable Pavement

  • Kim, Young-Ik;Sung-Chan, Yong
    • Journal of The Korean Society of Agricultural Engineers
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    • v.47 no.7
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    • pp.25-33
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    • 2005
  • This study was performed to develop environment-friendly porous polymer concrete utilizing recycled aggregates [RPPC] for permeable pavement of uniform quality with high permeability and flexural strength as well as excellent freezing and thawing resistance. The void ratios of RPPC are in the range of 15$\sim$$24\%$, showing the tendency that it is reduced to a great extent as the mixing ratio of the binder increases. The compressive and flexural strength of RPPC are in the range of 19$\sim$26 MPa and 6.2$\sim$7.4 MPa, respectively. Also, it shows a tendency to increase as the mixing ratio of the binder and filler increases. The permeability coefficients of RPPC are in the range of $6.3\times$$10_{-1}$$\sim$$1.5\times$$10_{-2}$cm/s. The flexural loads of RPPC are in the range of 18$\sim$32 KN. The weight reduction ratios obtained from the test for freezing and thawing resistance are in the range of 1.1$\sim$$2.4\%$ after 300 cycles of repeated freezing and thawing of the specimen for all mixes. The relative compressive strengths of RPPC after 300 cycles of freezing and thawing against the compressive strength before freezing and thawing test are in the range of 89$\sim$$96\%$.

Thermal Stability and Cure Behavior of Waterborne Phenol-Formaldehyde Resin (수용성 페놀-포름알데히드 수지의 열안정성 및 경화거동)

  • Yoon, Sung Bong;Kim, Jin Woo;Cho, Donghwan
    • Journal of Adhesion and Interface
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    • v.7 no.1
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    • pp.16-22
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    • 2006
  • In this work, the effect of cure temperature and time on the thermal stability and the exothermic cure reaction peak of a waterborne resol-type phenol-formaldehyde resin, which may be used for preparing phenolic sheet molding compounds (SMC), has been investigated using a thermogravimetric analyzer and a differential scanning calorimeter. The weight loss of waterborne phenol-formaldehyde resin was mainly occurred at three temperature stages: near $200^{\circ}C,\;400^{\circ}C$, and $500^{\circ}C$. The carbon yield at $750^{\circ}C$ for the cured resin was about 62%~65%. Their thermal stability increased with increasing cure temperature and time. Upon cure, the exothermic reaction was taken placed in the range of $120^{\circ}C{\sim}190^{\circ}C$ and the maximum peak was found in between $165^{\circ}C$ and $170^{\circ}C$. The shape and the maximum of the exothermic curves depended on the given cure temperature and time. To remove $H_2O$ and volatile components, the uncured resin needed a heat-treatment at $100^{\circ}C$ for 60 min at least prior to cure or molding. Curing at $130^{\circ}C$ for 120 min made the exothermic peak of waterborne phenol-formaldehyde resin completely disappeared. And, post-curing at $180^{\circ}C$ for 60 min further improved the thermal stability of the cured resin.

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Folate Contents of Oriental Melon (Cucumis melo) Cultivated in Greenhouse Covered with Different Films and Varieties (시설 피복자재와 품종에 따른 참외 엽산 함량)

  • Chun, Hee;Choi, Yeung-Ha;Um, Yeong-Cheol;Paek, Y;Yu, In-Ho;You, Hee-Yong;Hyun, Tai-Sun;Yon, Mi-Yong;Shin, Yong-Seub
    • Journal of Bio-Environment Control
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    • v.17 no.1
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    • pp.32-37
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    • 2008
  • Light transmittance of PO-2 film was 71.2% higher than any other films, because of low amount of pending water and attaching dust on film surface. On dawn, the air temperature of tunnel were higher than that of outdoors as much as between 11.8 and $14.5^{\circ}C$ on Feb. 19 to 20, 2007. The air temperature in the greenhouse covered with PO-2 film was higher than any other films as much as $2.3^{\circ}C$. Analyzing of folate in oriental melon, the folate contents of fruit were between 68.9 and $113.4\;{\mu}g/100\;g$ according to varieties. In winter, the folate contents in the treatment of PO-2 film was higher than that in the treatment of PE film as much as 17%. Above $15^{\circ}C$ in outdoors mean air temperature, the folate contents were as much as between 55.2 and $75.2\;{\mu}g/100\;g$. The folate contents in the treatment of PO-2 film was higher than that in the treatment of PE film as much as 36%.

Investigation and Greenhouse Heat Loss based on Areas and Weather Information (온실 열손실 분석용 기상정보 및 온실방위 조사 분석)

  • Kim, Young Hwa;Kang, Sukwon;Paek, Yee;Jang, Jae Kyung;Sung, Je Hoon;Kang, Yeon Koo
    • Journal of Bio-Environment Control
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    • v.27 no.1
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    • pp.64-70
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    • 2018
  • In this study, eleven major coastal areas were selected and the climate environment and the greenhouse direction were analyzed. This research investigates the greenhouse heat loss according to the wind environment at target areas. The target areas were selected based on heated greenhouse cultivation area and wind environment standard. Temperature, wind speed, and wind direction among weather data for 30 years were collected and analyzed. The data were divided into the minimum, average, and maximum temperatures and the Meteorological Agency criteria applied to the weather and wind direction criteria. Data were collected in the range of $0{\sim}180^{\circ}$ considering the symmetry of the shape of the greenhouse. In addition, the wind direction is different for each region and the applied wind direction can be different when referring to the longitudinal direction of the greenhouse and the data are collected in the range of $0{\sim}90^{\circ}$. The results of this study are expected to be used to calculate the heating load of greenhouse installed in places wind speed high.

Effects of High Performance Greenhouse Films on Growth and Fruit Quality of Tomato (기능성 피복재가 토마토 생육 및 품질에 미치는 영향)

  • Kwon, Joon-Kook;Cho, Myeomg-Whan;Kang, Nam-Jun;Kang, Yun-Im;Park, Kyoung-Sub;Lee, Jae-Han
    • Journal of Bio-Environment Control
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    • v.18 no.3
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    • pp.232-237
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    • 2009
  • This study was performed to investigate the effect of high performance greenhouse films on growth and fruit quality of tomato. For this purpose, polyolefin (PO), fluoric, antidrop, antifog and thermal films were compared to normal film, ethylene vinyl acetate (EVA). In spectral irradiance of the films, UV ($300{\sim}400nm$) transmittance was highest in fluoric film and lowest in PO film. PAR (photosynthetically active radiation, $400{\sim}700nm$) transmittance was higher in fluoric, thermal and PO film, and near infrared ray (NIR, $700{\sim}1,100nm$) transmittance was higher in high performance films, compared to the EVA film. Total light transmittance was higher in order of fluoric, antifog, anti drop, PO, thermal, and EVA film. Day air temperature in greenhouse was highest under fluoric film and lowest under EVA film due to the light transmittance, while night air temperature was highest under PO and anti drop film due to the thickness of film. Tomato fruits grown under the high performance films had 0.2 to $0.5^{\circ}Bx$ higher soluble solids and 15 to 30% higher lycopene content, compared to those grown under the EVA film. The results showed that tomato fruit quality such as soluble solids and lycopene content can be heightened in terms of much irradiation and better light quality of high performance films, compared to the nomal film, EVA film.

Study on the Residue Analysis of Organophosphorus and Organochlorine Pesticides with Ion Trap and Quadrupole Mass Spectrometer (Ion Trap Mass Spectrometer와 Quadrupole Mass Spectrometer를 이용한 유기인제 및 유기염소제 농약 분석에 관한 연구)

  • Rhee, Jae-Seong;Park, Hyun-Mee;Er, Yon-Woo
    • Journal of the Korean Chemical Society
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    • v.39 no.12
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    • pp.902-909
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    • 1995
  • Detection limit as well as calibration curves on organophosphorus pesticide(dimethoate, diazinon, parathion-methyl, fenitrothion, malathion) and BHCs were measured for evaluation of utility on qualitative or quantitative analysis of pesticides with ion Trap mass spectrometer and quadrupole mass spectrometer. As ionization source, EI and CI were adopted for qualitative analysis of pesticides by comparison of each fragmentation pattern. At the same time, the utility as trace analysis techniques through scan or selected ion monitoring(SIM) mode was evaluated. With ion trap for all pesticides, detection limit(DL, 1 ${\mu}L$ injection) on scan mode was ranged 0.008∼0.225 ng at signal to noise ratio 3. With quadrupole DL on scan mode was ranged 0.23∼3.1 ng over 0.032∼0.68 ng on SIM mode. The calibration curve with ion trap generated good linearity over 0.99 as correlation coefficient. As clean up procedure, Bio Beads S-X3 was used for the separation of oils from five organophosphorous pesticides in flour extractant showing more than 80% as recovery at most cases. In case of BHCs in jinseng with Florisil column, the recovery of pesticides has been 60% to 90%.

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Changes in the Physico-Chemical Properties of Growing Media and the Growth of Oriental Melon Seedlings(Cucumis melo L.) by Charcoal Application (활성탄 혼합 비율에 따른 상토의 이화학성 변화와 참외(Cucumis melo L.)묘의 생육)

  • Kim, Kab-Cheol;Uhm, Mi-Jeong;Moon, Young-Hun;Choi, Yeong-Geun
    • Journal of Bio-Environment Control
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    • v.13 no.1
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    • pp.61-66
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    • 2004
  • To investigate the effect of charcoal on the physico-chemical characteristics in the growing media and the growth of oriental melon, six treatment, 0%, 10%, 20%, 30%, 40%, and 50% charcoal, were added into the growing media, Baroker. The value of pH in the charcoal contained growing media (CGM) was recorded higher and further increased by raising the charcoal ratio and by growing period. In 20% CGM, the range of pH was adequate to grow crop as 5.2${\sim}$5.8. Contents of Ca and K in CGM increased by raising the ratio of charcoal, while contents of Mg and Na decreased. The growth of oriental melon seedlings in 20% and 30% CGM was better than in other treatments, in terms of fresh and dry weight of shoot, plant height, leaf area, lear width and relative growth rate. Both the physico-chemical properties of growing media and the growth of oriental melon seedlings were changed by the addition of charcoal. These results suggest that charcoal can be used as mixing material with other potting media for producing the seedling of good quality.

Effect of Aphis gossypii Glover on Growth and Sugar Content of Oriental Melon (목화진딧물(Aphis gossypii Glover)이 참외의 생육과 당함량에 미치는 영향)

  • Do, Han-Woo;Suh, Dong-Whan;Kwon, Min-Kyung;Choi, Sung-Kuk;Shin, Yong-Seub
    • Journal of Bio-Environment Control
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    • v.13 no.1
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    • pp.16-20
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    • 2004
  • Aphis gossypii Glover(Homoptera: Aphididae) is an serious pest on various crops. This experiment was conducted to evaluate the effect of A. gossypii Glover on the growth of oriental melon and the plant recovery after removing A. gossypii. Visible damage symptom caused by A. gossypii feeding to oriental melon was leaf distortion and stunting. A. gossypii feeding for 20 days on oriental melon significantly reduced the growth of oriental melon with increasing A. gossypii density level. Plant growth was decreased by 63${\sim}$69%, 62${\sim}$88% and 49${\sim}$70% in plant height, leaf area and dry weight, respectively. During 10 day after aphids removal, the infested leaves remained stunt, however, new shoot and leaf recovered gradually. By 20 day, plant height, leaf area and dry weight substantially increased in 5 aphid per plant. Plant recovered rapidly with day and among aphid density level, 5 aphid per plant showed rapid recovery. When plant were infested with several density of aphid per plant, sugar contents of total leaves were not significantly different between aphid density level. Whereas, sugar contents of lear infested with aphid per leaf were decreased with increasing cumulative aphid-days.