• Title/Summary/Keyword: CenterNet

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Development of Fishing Gear and Operating System in Purse Seine Fishery for Gizzard-shad(II) - Model Experiments for Improvement of the Net - (전어 선망 어구 및 조업 시스템 개발 (II) - 어구 개량을 위한 모형 실험 -)

  • 장덕종;김진건
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.39 no.4
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    • pp.326-336
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    • 2003
  • In order to modify the construction of gizzard shad coastal purse seine net with possible to the laborsaving of fishing operation in the coastal small fishing vessels, the model experiments were carried out on the model nets for several conventional nets using in the field and the experimental nets was manufactured as 1/100 and 1/60 of the full scale net. The results obtained are summarized as follows;1. In the case of the conventional net and reduction rate 75% in conventional net with purse line the fishing efficiency decreased, the lead line was upward for the surface and the pursing depth of pursing line was very shallow to 2∼3m. 2. In the case of the net having maximum depth in center part designed in this study, the length of float and lead line was 60% of conventional net, the depth of net was fixed 20m to selvage line of the both of the end and extend gradually with 50m, 40m, 30m to the center. Among the these net, depth of pursing line was 20∼23m for 50m and 7∼15m for 40m, 30m the depth of net. These results were suitable for interception of fish school in fishing ground, but several problems will be caused by the depth and current of fishing ground.

Evaluation of U-Net Based Learning Models according to Equalization Algorithm in Thyroid Ultrasound Imaging (갑상선 초음파 영상의 평활화 알고리즘에 따른 U-Net 기반 학습 모델 평가)

  • Moo-Jin Jeong;Joo-Young Oh;Hoon-Hee Park;Joo-Young Lee
    • Journal of radiological science and technology
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    • v.47 no.1
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    • pp.29-37
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    • 2024
  • This study aims to evaluate the performance of the U-Net based learning model that may vary depending on the histogram equalization algorithm. The subject of the experiment were 17 radiology students of this college, and 1,727 data sets in which the region of interest was set in the thyroid after acquiring ultrasound image data were used. The training set consisted of 1,383 images, the validation set consisted of 172 and the test data set consisted of 172. The equalization algorithm was divided into Histogram Equalization(HE) and Contrast Limited Adaptive Histogram Equalization(CLAHE), and according to the clip limit, it was divided into CLAHE8-1, CLAHE8-2. CLAHE8-3. Deep Learning was learned through size control, histogram equalization, Z-score normalization, and data augmentation. As a result of the experiment, the Attention U-Net showed the highest performance from CLAHE8-2 to 0.8355, and the U-Net and BSU-Net showed the highest performance from CLAHE8-3 to 0.8303 and 0.8277. In the case of mIoU, the Attention U-Net was 0.7175 in CLAHE8-2, the U-Net was 0.7098 and the BSU-Net was 0.7060 in CLAHE8-3. This study attempted to confirm the effects of U-Net, Attention U-Net, and BSU-Net models when histogram equalization is performed on ultrasound images. The increase in Clip Limit can be expected to increase the ROI match with the prediction mask by clarifying the boundaries, which affects the improvement of the contrast of the thyroid area in deep learning model learning, and consequently affects the performance improvement.

뉴 사이트- 전자상거래 포탈 사이트

  • Korea Database Promotion Center
    • Digital Contents
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    • no.6 s.73
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    • pp.42-43
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    • 1999
  • 한국전자거래협의회는 서치웨어라는 검색엔진을 도입해 전자상거래 분야에 특화된 'ec-net'을 개발했다. 정보통신부의 CALS/EC 사업과 연계해 국가적인 지식공유 기반으로서 전자상거래 동향, 전문인력, 기업기관, 구축 활용사례 등 다양한 전문정보를 제공하는 ec-net을 살펴봤다.

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Seasonal Variation in Species Composition of Fish Collected by Trammel Net Around Dokdo, East Sea of Korea (독도 주변해약에서 삼중자망으로 어획한 어류의 종조성 및 계절변동)

  • Lee, Hae-Won;Hong, Byung-Kyu;Sohn, Myong-Ho;Chun, Young-Yull;Lee, Dong-Woo;Choi, Young-Min;Hwang, Kang-Seok
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.43 no.6
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    • pp.693-704
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    • 2010
  • Seasonal variation in species composition around Dokdo, East Sea of Korea, was investigated using trammel-net catches, from 2006 to 2009. A total of 53 fish species belonging to 23 families in 12 orders were captured; the orders Perciformes (12 families, 22 species) and Scorpaeniformes (four families, 22 species) were dominant. Between 2008 and 2009, 43 species were collected by trammel net. The number of species was highest in August 2009 (25 species) and lowest in February 2009 (11 species). The number of individuals and total biomass peaked in November 2009. Diversity indices for fish catches were highest in August 2008 (2.4368) and lowest in November 2009 (0.4253). The dominant species were Thamnaconus modestus and Sebastes schlegeli. Hierarchical clustering analysis showed five fish groups, with frequency and number of individuals similar to results of correspondence analysis (CA), which showed a closer relationship to the year term than the season term. CA showed that temperature was an important factor influencing fish species richness and abundance. Three main fish assemblage types coexisted around Dokdo: an East Sea coastal fish assemblage, a subtropical fish assemblage, and a cold water fish assemblage.

Surface Characteristic of Graphene Coated Stainless Steel for PEMFC Bipolar Plate (그래핀이 코팅된 스테인리스강의 고분자전해질 연료전지 분리판 적용을 위한 표면 특성)

  • Lee, Su-Hyung;Kim, Jung-Soo;Kang, Nam-Hyun;Jo, Hyung-Ho;Nam, Dae-Guen
    • Journal of the Korean institute of surface engineering
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    • v.44 no.5
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    • pp.226-231
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    • 2011
  • Graphene was coated on STS 316L by electro spray coating method to improve its properties of corrosion resistance and contact resistance. Exfoliated graphite (graphene) was made of the graphite by chemical treatment. Graphene is distributed using dispersing agent, and STS 316L was coated with diffuse graphene solution by electro spray coating method. The structure of the exfoliated graphite was analyzed using XRD and the coating layer of surface was analyzed by using SEM. Analysis showed that multi-layered graphite structure was destroyed and it was transformed into fine layers graphene structure. And the result of SEM analysis on the surface and the cross section, graphene layer was uniformly formed with 3~5 ${\mu}m$ thickness on the surface of substrate. Corrosion resistance test was applied in the corrosive solution which is similar to the PEM fuel cell stack inside. And interfacial contact resistance test was measured to simulate the internal operating conditions of PEM fuel cell stack. The results of measurements show that stainless steel coated with graphene was improved in corrosion resistance and surface contact resistance than stainless steel without graphene coating layer.

Characterization of Aluminum Coated Layer in Hot Press Forming of Boron Steel (고온 프레스성형시 보론강 알루미늄 코팅층 거동특성)

  • Jang, Jeong-Hwan;Joo, Byeong-Don;Lee, Jae-Ho;Moo, Young-Hoon
    • Journal of the Korean Society for Heat Treatment
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    • v.21 no.4
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    • pp.183-188
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    • 2008
  • Hot press forming allows geometrically complicated parts to be formed from sheet and the rapid cooling hardens them to extremely high strength. The main purpose of this research is to characterize Al coated layer in Al coated boron steel during hot press forming. For the hot press hardening experiment, test specimens were heated up to $810{\sim}930^{\circ}C$ and held for 3, 6 and 9 minutes, respectively. And then, some specimens were press hardened and others were air-cooled without any pressing for the comparison purpose. Al coated layer shows four distinct micro-structural regions of interest; diffusion zone, Al-Fe zone(I) low-Al zone(LAZ) and Al-Fe zone(II). Band-like LAZ is clearly shown at temperature ranges of $810{\sim}870^{\circ}C$ and sparsely dispersed at temperature higher than 900oC. The micro-cracking behavior in the Al coated layer during forming were also analyzed by bending and deep drawing tests. The strain concentration in softer LAZ is found to be closely related with micro-cracking and exfoliation in coated layer during forming.

Characterization of the Deposited Layer Obtained by Direct Laser Melting of Fe-Cr Based Metal Powder (Fe-Cr계 금속 분말의 직접 레이저 용융을 통해 형성된 적층부 특성 분석)

  • Jang, Jeong-Hwan;Joo, Byeong-Don;Jeon, Chan-Hu;Moon, Young-Hoon
    • Korean Journal of Metals and Materials
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    • v.50 no.2
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    • pp.107-115
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    • 2012
  • Direct laser melting (DLM) is a powder-based additive manufacturing process to produce parts by layer-by-layer laser melting. As the properties of the manufactured parts depend strongly on the deposited laser-melted bead, deposited layers obtained by the DLM process were characterized in this study. This investigation used a 200 W fiber laser to produce single-line beads under a variety of different energy distributions. In order to obtain a feasible range for the two main process parameters (i.e. laser power and scan rate), bead shapes of single track deposition were intensively investigated. The effects of the processing parameters, such as powder layer thickness and scan spacing, on geometries of the deposited layers have also been analyzed. As a result, minimum energy criteria that can achieve a complete melting have been suggested at the given powder layer thickness. The surface roughnesses of the deposited beads were strongly dependent on the overlap ratio of adjacent beads and on the energy distributions of laser power. Through microstructural analysis and hardness measurement, the morphological and mechanical properties of the deposited layers at various overlapped beads have also been characterized.

A fundamental study to develop the school uniform for the Net generation (N세대 교복 개발을 위한 기초연구)

  • Mun, Ji-Hyun;Na, Hyun-Shin
    • Journal of Fashion Business
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    • v.14 no.5
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    • pp.145-157
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    • 2010
  • The market in the 21st century has drastically changed due to the advances of digital technology. This could be represented by the key words prosumer, do-it-yourself, mass customization, and so on. The net generation is in the center of change and nowadays teenage groups wearing school uniforms is a part of this generation. Therefore the current school uniform hardly fits their tastes and demands. This study aims to provide the fundamental information for developing the school uniforms for the net generation based on the study of the characteristic of net generation and questionnaires targeted at high school students regarding the current school uniform.