• 한국컴퓨터정보학회:학술대회논문집
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• 한국컴퓨터정보학회 2010년도 제42차 하계학술발표논문집 18권2호
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• pp.301-306
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• 2010

본 연구는 창업분야의 공공부문 정보시스템인 BI-Net의 활용성을 제고하기 위한 요인들을 살펴보고자 한다. 이를 위하여 정보시스템의 성과를 측정하기 위한 정보시스템 성공모델과 기술수용과 사용에 관한 통합이론을 기반으로 BI-Net의 사용의도에 영향을 주는 요인들과의 관계를 실증분석을 통하여 파악하였다. 실증분석 결과 정보품질 및 시스템품질과 성과기대가 사용자 만족도에 영향을 주는 것으로 나타났으며, 정보품질 및 시스템품질과 성과기대 및 노력기대가 BI-Net의 사용의도에 영향을 주는 요인인 것으로 나타났다. 또한 운영평가수준과 사용자 성별이 사용의도와 영향요인과의 관계에서 조절효과가 있는 것으로 나타났다. 이러한 결과를 바탕으로 사용자 만족을 위해서 BI-Net의 품질수준을 높이는 것이 중요하며, BI-Net의 사용의도를 높이기 위해서는 사용자 만족과 함께 시스템에 대한 기대수준을 높여야 함을 제시하였다. 또한 창업보육센터의 상황과 사용자에 적합하게 시스템을 설계하는 것도 BI-Net의 사용의도를 높이는 방법임을 제시하였다.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2016년도 춘계학술발표대회
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• pp.633-635
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• 2016

Convolutional Networks (ConvNets) are powerful models that learn hierarchies of visual features, which could also be used to obtain image representations for transfer learning. The basic pipeline for transfer learning is to first train a ConvNet on a large dataset (source task) and then use feed-forward units activation of the trained ConvNet as image representation for smaller datasets (target task). Our key contribution is to demonstrate superior performance of multiple ConvNet layer features over single ConvNet layer features. Combining multiple ConvNet layer features will result in more complex feature space with some features being repetitive. This requires some form of feature selection. We use AdaBoost with single stumps to implicitly select only distinct features that are useful towards classification from concatenated ConvNet features. Experimental results show that using multiple ConvNet layer activation features instead of single ConvNet layer features consistently will produce superior performance. Improvements becomes significant as we increase the distance between source task and the target task.

• 대한조선학회논문집
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• 제59권5호
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• pp.330-337
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• 2022

Research on object detection algorithms using 2D data has already progressed to the level of commercialization and is being applied to various manufacturing industries. Object detection technology using 2D data has an effective advantage, there are technical limitations to accurate data generation and analysis. Since 2D data is two-axis data without a sense of depth, ambiguity arises when approached from a practical point of view. Advanced countries such as the United States are leading 3D data collection and research using 3D laser scanners. Existing processing and detection algorithms such as ICP and RANSAC show high accuracy, but are used as a processing speed problem in the processing of large-scale point cloud data. In this study, PointNet a representative technique for detecting objects using widely used 3D point cloud data is analyzed and described. And RandLA-Net, which overcomes the limitations of PointNet's performance and object prediction accuracy, is described a review of detection technology using point cloud data was conducted.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2022년도 추계학술대회
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• pp.97-99
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• 2022

대장암의 조기 발견과 치료를 위해서는 정확한 폴립의 분할이 중요하나 다음과 같은 제약이 따른다. 개별 폴립의 위치, 크기 및 모양이 서로 상이하며, 모션 흐림 및 빛 반사와 같은 특정 상황에서 폴립과 주변 환경 간에 상당한 정도의 유사성이 존재한다. 인코더와 디코더 역할을 하는 Convolutional Neural Networks로 구성된 U-net은 이러한 한계를 극복하기 위해 다양하게 사용된다. 본 연구는 보다 정확한 폴립 분할을 위한 비전트랜스포머가 포함된 U-net 아키텍처를 제안하였고, 그 결과 제안된 방식은 표준 U-net 아키텍처보다 더 나은 성능을 보였음을 확인할 수 있었다.

• 수산해양기술연구
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• 제41권1호
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• pp.17-26
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• 2005

본 연구는 현용 정치망에서 나타나는 급조시의 심한 망형상과, 그물의 파망 및 유실에 의한 조업부진 등의 문제점을 해결하기 위해 일본의 근해어장용 양식 가두리시설에서 사용한 부가중량추의 이용방법을 도입하여 국내 정치망으로의 적용할 가능성을 검토하였다. 그 결과를 요약하면 다음과 같다. 1. 운동장이 흐름의 조상측인 경우, 부가중량추의 무게가 1.3${\sim}$5.2gf으로 증가할 때 장력은 기준형보다 약 10${\sim}$25% 증가하였다. 부착위치에 따라서는 A-type과 B-type은 기준형과 비슷하였고, C-type과 D-type은 기준형보다 약 10${\sim}$15% 증가하였다. 2. 부가중량추의 무게가 1.3${\sim}$5.2gf으로 증가할 때 운동장 섶장의 기울기 변화량은 약 0${\sim}$70$^{\circ}$, 비탈그물의 섶장은 약 0${\sim}$64$^{\circ}$, 조하측인 제 2원통의 섶장은 약 0${\sim}$46$^{\circ}$까지였고, 유속이 0.0${\sim}$0.6m/s로 증가할 때 제1원통고 제2원통 까래의 깊이는 정조시 보다 약 50% 감소하였다. 3. 부가중량추의 부착위치에 따른 운동장 섶장의 깊이는 A-type은 기준형보다 약 25%, B-type은 약 10% 감소하였고, C-type은 기준형과 비슷하고, D-type은 약 15% 증가하였다. 비탈그물의 까래의 깊이는 A-type이 가장 깊었고, 다음으로 B-type, C-type, D-type 순이었다. 제2원통 까래의 깊이는 4종류의 실험망이 기준형 보다 약 10${\sim}$15% 증가하였다. 유속이 0.0${\sim}$0.6m/s로 증가할 때 비탈그물의 섶장의 기울기 변화량은 약 0${\sim}$63$^{\circ}$, 제2원통 섶장의 기울기 변화량은 약 0${\sim}$44$^{\circ}$이었다. 4. 부가중량추의 적정 무게는 약 2.6${\sim}$3.6gf이었고, 적정 부착위치는 부가중량추와 연결부분인 그물자락사이 연결줄의 길이가 약 300mm인 C-type과 연결줄 없이 직접 부착한 D-type이었다.

• Journal of the Korean Wood Science and Technology
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• 제13권3호
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• pp.3-26
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• 1985

The object of this study was to investigate the effects on physical and mechanical properties of wood particle and sawdust board combined with wire net. Conventional forming, press-lam, and veneer comply boards combining one to four wire net sheets were made from wood particle and sawdust with different spacings (8, 10, 12, and 18 Mok) and different wire diameters (0.35, 0.50, and 0.80mm) composing wire net. They were compared and analyzed statistically with specific gravity, thickness swelling, length swelling, bending properties (modulus of rupture, modulus of elasticity, work to proportional limit, and total work), internal bonding strength, and screw holding strength between wood particle and sawdust boards. The results obtained at this study as cording to the discussions might be concluded as follows; 1. In specific gravity, both particle and sawdust boards by press-lam method were higher than by conventional forming and veneer comply method, and the boards containing more wire net sheets also showed higher value. But the wire net spacings(Mok) had no influence on specific gravity. In general, particle board showed higher specific gravity than sawdust board. Veneer comply board showed lowest specific gravity values. 2. Both particle and sawdust boards by press-lam method was slightly lower than by conventional forming and veneer comply method in thickness swelling. The sawdust board containing 8, 12. and 18 Mok wire net showed lower thickness swelling than the corresponding particle board, but both sawdust and particle boards containing the T8 and 10 Mok wire net showed higher and similar thickness swelling. 3. Both particle and sawdust boards containing wire net showed no difference in MOR and MOE of bending. Comply board was the highest and particle board showed slightly higher than sawdust board in MOR and MOE values. 4. In work to proportional limit and total work in bending, both particle and sawdust boards containing thicker wire diameter and more wire net sheets showed higher value. From these facts, it is conceivable that boards with thicker wire diameter and more wire net sheets show increasing resistance against external force. But there was no significant difference between particle and sawdust borads. 5. In resistance against delamination (internal bonding strength), both sawdust and particle boards containing wire net showed lower value than control, and also showed decreasing tendency with more number of wire net sheet composed. Particle board showed higher resistance against delamination than sawdust board. 6. In screw holding strength, sawdust board containing thicker wire diameter and more wire net sheets showed higher value, but particle board by press-lam method was higher than by conventional forming and veneer comply method. Screw holding strength of particle board was higher than that of sawdust board.

• 수산해양기술연구
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• 제37권3호
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• pp.223-231
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• 2001

제주도 연안 정치망의 어획성능을 향상시키기 위한 어구구조개량과 조업방식의 생력화에 대한 기초자료를 제공할 목적으로 현재 제주도 연안 정치망 어장에 부설하여 조업을 행하고 있는 각망어구와 낙망어구의 어획성능을 비교하기 위해서 이들 실물어구를 1/30로 축소하고 제작한 모형어구를 이용하여 수조실험을 실시하고 고등어어군, 전갱이 어군, 독가시치 어군의 입·출망 행동을 관찰하고 해석하였는데, 그 결과는 다음과 같다. 1. 어군의 입망율은 경과시간 60초일 때 각망어구에서는 고등어 50%, 전갱이 18%, 독가시치 28%였고, 낙망 어구에서는 고등어 70%, 전갱이 60%, 독가시치 30%였다. 2. 어군의 출망율은 경과시간 60초일 때 각망어구에서는 고등어 70%, 전갱이 40%, 독가시치 24%였고, 낙망어구에서는 고등어, 전갱이가 각각 0%, 독가시치가 3%였다. 3. 어군의 잔존율은 경과시간 60초일 때 각망어구 에서는 고등어 30%, 전갱이 60%, 독가시치 76%였고, 낙망어구에서는 고등어, 전갱이가 각각 100%, 독가시치가 97%였다.

• 수산해양기술연구
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• 제15권2호
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• pp.95-100
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• 1979

권현망에서는 어획물을 손상시키지 않도록 양망해야 하는데, 재래식에서는 순전히 인력으로서 양망하므로 30-34명이나 되는 인원이 필요하다. 이것을 성력화하기 위하여, 자루그물의 옆판쪽에 속으로 반달코가 있는 힘줄을 6가닥씩 넣고, 배에는 선미에 데릭부움을 설치하여, 거기에 장치된 블록줄끝의 훅을 반달코에 걸어서 사이드 드럼으로 감아 재래식처럼 자루그물을 까뒤집으면서 양망한 바, (1) 어획물이 손상되지 않고, (2) 사이드 드럼의 권양장력은 30명의 선원의 그것보다 크며, (3) 본래식의 반이하인 14명의 선원으로서 조업이 가능하고, (4) 자루그물의 양망 소요시간은 어획량이 많을수록 재래식보다 적게 소요된다는 사실이 규명되었다.

• 수산해양기술연구
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• 제47권4호
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• pp.281-289
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• 2011

The purpose of this study is to identify the flow resistance of the bottom trawl net. The bottom trawl net being used in the training ship of Chonnam National University was selected as a full-scale net, and model nets such as 1/10, 1/25 and 1/50 of the actual net were made. Total resistance of the net part, the height of the net mouth and the flow resistance of components of the net such as wing, bag and cod-end part was measured, converted into full-scale and compared. Additionally, the model rule of Tauti (1934), which has been most frequently used in fishing net modeling experiments, was applied to interpret flow resistance and scale effect of model experiment was investigated. Presumed that the flow resistance R is $R=kS{\upsilon}^2$ against the flow velocity of each net ${\upsilon}$, resistance coefficient k was calculated by substituting R, ${\upsilon}$ and S of the net. From the result, it was found that k decreases exponentially when u increases which makes $k=c{\upsilon}^{-m}$. Whereas m of each net is ranged between 0.13-0.16 and there was not significant difference between nets. c does not show big difference in 1/10 and 1/25 model and the value itself was relatively bigger than in 1/50 model. The height of the net mouth of 1/25 and 1/50 model net h decreases exponentially according as ${\upsilon}$ increases to make $h=d{\upsilon}^{-n}$. Whereas d and n values were almost same in two nets. Additionally, when resistance of cod-end, wing and bag part in 1/25 and 1/50 model nets, both nets showed big resistance in bag part when flow is 1m/s as more than 60%. Wing and cod-end part showed almost same value or wing part had little bit larger value. On the other hand, when reviewing the reasons why both models showed difference in 1/50 model while c value against the resistance coefficient k did not show big difference in 1/10 and 1/25 model, it is inferred that the difference occurred not from material difference but from the difference in net size according to scale. It was judged that they are the scale effects concomitant to the model experiments.

• 수산해양기술연구
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• 제46권4호
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• pp.281-291
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• 2010

To estimate the mesh selectivity of monofilament and multifilament gill net for Marbled sole, Pleuronectes yokohamae, the field testes were carried out 12 times with five different mesh sizes (86.6, 101.0, 121.2, 137.7, 151.5mm) in the western sea of Korea, 2007-2009. The master curve of selectivity was estimated by the extended Kitahara's method. In the field testes, the total number of species and catch were 26 and 987, respectively. The catch number of marbled sole was 728 and occupied 73.8% in total catch. The optimum values of l/m for 1.0 of retention probability in monofilament and multifilament gill net were estimated 0.288 and 0.307, respectively and l/m was estimated to be 0.189, 0.203, 0.213, 0.222 and 0.230 in case of monofilament gill net and 0.171, 0.191, 0.205, 0.216 and 0.227 in case of multifilament gill net when the retention probability were 0.1, 0.2, 0.3, 0.4 and 0.5, respectively. The 0.5 selection range of multifilament gill net was wider about 1.5 times than that of monofilament gill net according as multifilament gill net was 0.216 and monofilament gill net was 0.148. So the multifilament gill net has a low selectivity than that of the monofilament gill net. To estimate the optimum mesh size on first maturity length 19.5cm of marbled sole, the retention probability value of 0.1 was adopted in consideration of using the gill net for marbled sole at present. The optimum mesh size were estimated to be 103.2mm and 114.0mm in monofilament gill net and multifilament gill net, respectively, on first maturity length 19.5cm of marbled sole.