• Title/Summary/Keyword: Drifting

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Human and Nonhuman Classification using CNN under Indoor Environment (실내 공간에서의 합성곱 신경망 기반 사람과 비사람의 분류)

  • Lee, Seungsoo;Kim, Manbae
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2018.11a
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    • pp.9-10
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    • 2018
  • 실내공간에서 사람 검출 및 인식은 지능영상정보 시스템에서 중요한 기능중의 하나이다. 실내공간에서 사람검출을 위한 트랙킹 과정에서 발생하는 표류(drifting)는 성능 저하의 큰 원인을 제공한다. 표류로 인한 비사람의 트랙킹을 방지하기 위해서 사람여부를 결정하는 것이 필요하다. 이를 위해서 합성곱 신경망을 적용한 결과 80%의 사람 인식율을 얻었다.

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A Study of A Design Optimization Problem with Many Design Variables Using Genetic Algorithm (유전자 알고리듬을 이용할 대량의 설계변수를 가지는 문제의 최적화에 관한 연구)

  • 이원창;성활경
    • Journal of the Korean Society for Precision Engineering
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    • v.20 no.11
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    • pp.117-126
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    • 2003
  • GA(genetic algorithm) has a powerful searching ability and is comparatively easy to use and to apply as well. By that reason, GA is in the spotlight these days as an optimization skill for mechanical systems.$^1$However, GA has a low efficiency caused by a huge amount of repetitive computation and an inefficiency that GA meanders near the optimum. It also can be shown a phenomenon such as genetic drifting which converges to a wrong solution.$^{8}$ These defects are the reasons why GA is not widdy applied to real world problems. However, the low efficiency problem and the meandering problem of GA can be overcomed by introducing parallel computation$^{7}$ and gray code$^4$, respectively. Standard GA(SGA)$^{9}$ works fine on small to medium scale problems. However, SGA done not work well for large-scale problems. Large-scale problems with more than 500-bit of sere's have never been tested and published in papers. In the result of using the SGA, the powerful searching ability of SGA doesn't have no effect on optimizing the problem that has 96 design valuables and 1536 bits of gene's length. So it converges to a solution which is not considered as a global optimum. Therefore, this study proposes ExpGA(experience GA) which is a new genetic algorithm made by applying a new probability parameter called by the experience value. Furthermore, this study finds the solution throughout the whole field searching, with applying ExpGA which is a optimization technique for the structure having genetic drifting by the standard GA and not making a optimization close to the best fitted value. In addition to them, this study also makes a research about the possibility of GA as a optimization technique of large-scale design variable problems.

A Study on Dynamic Analysis of Moored Ship Motions by Tsunami (쓰나미에 의한 계류 선박의 동적 동요 해석에 관한 연구)

  • Cho Ik-Soon
    • Journal of Navigation and Port Research
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    • v.29 no.8 s.104
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    • pp.661-666
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    • 2005
  • Recent warnings indicate that there is a potential risk of massive earthquake. These earthquakes could produce large-scale tsunamis. Consideration of the effect of Tsunami to the moored ship is very important bemuse it brings the loss of life and vast property damage in a viewpoint of ship operations within a harbor. If a tsunami occurs, a ship in a harbor may begin drifting in case of ship entering and departing harbor, and breakage of mooring rope and drifting of moored ship are happened. And extremely serious accident, such as stranding and collision to a quay, might occur. On the other hand, since the tsunami consists of approximately component waves of several minutes, there is a possibility of resonance with the long period motion of mooring vessel. As the speed of Tsunami is much faster than tidal current in a harbor, a strong resisting force might act on the moored ships. In this paper, the numerical simulation procedure in the matter of ship motions due to the attack of large-scale tsunamis are investigated and the effects on the ship motions and mooring loads are evaluated by numerical simulation.

A Study on the Development of TGPS Buoy for the Ocean Surface Current Measurement (표층해류 관측을 위한 TGPS Buoy 개발 연구)

  • 전호경;함석현
    • 한국해양학회지
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    • v.30 no.1
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    • pp.27-38
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    • 1995
  • For the study of oceanic surface current, this work presents a system design which is composed of three parts, a Global Positiong System(GPS) unit, a transmitter with radio frequency (RF) modem and an antenna which are housed in a plastic spherical buoy, and computerised of VHF receiving system. The key idea for this study is to employ a commercially available GPS on a drifting buoy and to utilize the receiver position information from the buoy in determining the Lagrangian motion of surface ocean waters. Great efforts has been paid to the system design which would demand several points in harsh conditions common in the sea surface, that is power supply problems housed inside of a plastic buoy, optimizing transmitting radio frequency which limits transmitting distance to a receiving station. for all these difficulties, the system appears to be promising in future oceanic applications and is considered to economical compared to ARGOS drift buoy which is being used by commercial base. We believe that the system needs to be improved in terms of several aspects such as a longer transmitting distance, a power supply and software. for the test experiments in situ, the system has employed off the coast of Ku Ryong Po int the southeast part of Korea and successfully collected the surface current data. The results are presented for two cases from 21 to 31, March 1994 and 21 to 25, June 1994 in terms of current statistics and trajectories of drifting buoys.

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An ethnographic research study on experience of identity in Korean multigravidas (경임부의 정체감 경험)

  • Kim, Young-Hee
    • Korean Parent-Child Health Journal
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    • v.4 no.1
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    • pp.19-34
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    • 2001
  • The childbearing process is not only a biological phenomenon of a woman who gives birth to a child but also a sociocultural phenomenon which is reflected on her value, belief in the sociocultural context according to social change and acculturation. The familial relation and sociocultural context in the multigravidas are more complex and intermingled than in the primigravidas. The purpose of this ethnographic research study was to explore the experience of identity from the first trimester of pregnancy to the third trimester of pregnancy in the Korean multigravidas and to understand deeply the perspectives of pregnant women reflected on Korean sociocultural values, beliefs, norms and familial culture. The participants of 10 pregnant women in Seoul, Korea were observed for 10 months from January to October 2000 and interviewed in their homes and comfortable place. Data analysis was accomplished 'line by line method' and significant concepts were classified according to themes, categories, and domains. The results of this study were as follows : The participants experienced 4 categorized subjects : understanding the oneself - mother to be, performing the dual role, drifting the emotion, and living disheartened during pregnancy. The participants were showed universality and diversity pattern in the self understanding process. The universal pattern were 'mother to be' showing maturation, life along family and priority on motherhood between being a mother and a woman. The diverse pattern were taking the dual role in working mothers having the higher self actualized value and personal identity rather than maternal identity, drifting emotion in resigned mothers, and living disheartened in mothers who have two daughters and no son. In conclusion, the Korean multigravidas experienced womanhood as well as motherhood through the self understanding process with familial connections during pregnancy. Therefore it is suggested that if the harmony and the balance between a mother and a woman is accomplished, the woman will lead a healthy and high quality of life. Also, this study sought to confirm the sociocultural factors affecting during pregnancy in the perspectives of the women with children. Therefore, the health care providers have to divert their attention from biomedical perspectives to biocultural perspectives integrating bio-psycho-sociocultural aspects of pregnant women in a clinical setting.

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Characteristics on the response of the stern trawler according to the state of its operation (선미트롤어선의 운항 형태에 따른 거동 특성)

  • PARK, Chi-Wan;KIM, Jong-Wha;KIM, Hyong-Seok;KANG, Il-Kwon
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.52 no.4
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    • pp.339-346
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    • 2016
  • The aim of this research was to the experimental data using statistical and spectral analyzing method to get the motion reponses of a stern trawler in operation states such as drifting, sailing and trawling according to the wave height. In drifting, the significant and the maximum valuer of roll in beam sea increased according to the wave height, but those of pitch decreased. The response and the period of peak of roll in beam sea were increased, but those of pitch decreased. In navigation, the significant and maximum values of roll increased remarkably according to the wave height, but those of pitch changed a little. The response of roll was highest in quartering sea, beam sea and then following sea, but those of pitch was highest in bow sea, head sea and then beam sea in the order of all wave heights. The period of peak of roll due to the wave height and the wave direction changed from 3.8 to 9.9 seconds, and those of pitch changed from 3.3 to 10.4 seconds. In trawling, the significant and maximum values of roll increased a little according to the wave height, but those of pitch increased significantly. The response of roll was highest in beam sea, bow sea and then quartering sea, but those of pitch was highest in head sea, following sea, and then beam sea in the order. The period of peak of roll due to the wave height and the direction changed from 6.6 to 10.9 seconds, and those of pitch changed from 6.7 to 11.2 seconds.

A framework of Multi Linear Regression based on Fuzzy Theory and Situation Awareness and its application to Beach Risk Assessment

  • Shin, Gun-Yoon;Hong, Sung-Sam;Kim, Dong-Wook;Hwang, Cheol-Hun;Han, Myung-Mook;Kim, Hwayoung;Kim, Young jae
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.7
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    • pp.3039-3056
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    • 2020
  • Beaches have many risk factors that cause various accidents, such as drifting and drowning, these accidents have many risk factors. To analyze them, in this paper, we identify beach risk factors, and define the criteria and correlation for each risk factor. Then, we generate new risk factors based on Fuzzy theory, and define Situation Awareness for each time. Finally, we propose a beach risk assessment and prediction model based on linear regression using the calculated risk result and pre-defined risk factors. We use national public data of the Korea Meteorological Administration (KMA), and the Korea Hydrographic and Oceanographic Agency (KHOA). The results of the experiment showed the prediction accuracy of beach risk to be 0.90%, and the prediction accuracy of drifting and drowning accidents to be 0.89% and 0.86%, respectively. Also, through factor correlation analysis and risk factor assessment, the influence of each of the factors on beach risk can be confirmed. In conclusion, we confirmed that our proposed model can assess and predict beach risks.

An experimental study on drifting and sinkage of marine debris (해양쓰레기의 부유 및 침강에 관한 실험연구)

  • Song Museok;Lee Junemok;Lee Moonjin;Yu Jeongseok
    • Journal of the Korean Society for Marine Environment & Energy
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    • v.4 no.1
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    • pp.47-62
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    • 2001
  • An experimental study was peformed to provide the numerical models to predict the physical fate of marine debris with the key information concerning their trifling and sinkage on the sea. For hygroscopic materials their floating times in a pseudo ocean environment were measured, and for non-hygroscopic objects their drifting limes in a certain wave condition were measured. For sinking materials or objects became to be sinkable free falling experiment was performed to evaluate their falling speed. Summarized information was condensed into a numerical model to predict the most possible region of a significant marine debris accumulation, and the seas connected to the Han river and the Nak-Dong river were considered for the simulation.

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An Evaluation of Multiple-input Dual-output Run-to-Run Control Scheme for Semiconductor Manufacturing

  • Fan, Shu-Kai-S.;Lin, Yen
    • Industrial Engineering and Management Systems
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    • v.4 no.1
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    • pp.54-67
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    • 2005
  • This paper provides an evaluation of an optimization-based, multiple-input double-output (MIDO) run-to-run (R2R) control scheme for general semiconductor manufacturing processes. The controller in this research, termed adaptive dual response optimizing controller (ADROC), can serve as a process optimizer as well as a recipe regulator between consecutive runs of wafer fabrication. In evaluation, it is assumed that the equipment model could be appropriately described by a pair of second-order polynomial functions in terms of a set of controllable variables. Of practical relevance is to consider a drifting effect in the equipment model since in common semiconductor practice the process tends to drift due to machine aging and tool wearing. We select a typical application of R2R control to chemical mechanical planarization (CMP) in semiconductor manufacturing in this evaluation, and there are five different CMP process scenarios demonstrated, including mean shift, variance increase, and IMA disturbances. For the controller, ADROC, an on-line estimation technique is implemented in a self-tuning (ST) control manner for the adaptation purpose. Subsequently, an ad hoc global optimization algorithm based on the dual response approach, arising from the response surface methodology (RSM) literature, is used to seek the optimum recipe within the acceptability region for the execution of next run. The main components of ADROC are described and its control performance is assessed. It reveals from the evaluation that ADROC can provide excellent control actions for the MIDO R2R situations even though the process exhibits complicated, nonlinear interaction effects between control variables, and the drifting disturbances.

Experiment of Drifting Mobilities of Holes and Electrons in Stabilized a-Se Film

  • Kang, Sang-Sik;Park, Ji-Koon;Park, Jang-Yong;Kim, Jae-Hyung;Nam, Sang-Hee
    • Transactions on Electrical and Electronic Materials
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    • v.4 no.6
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    • pp.9-12
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    • 2003
  • The electrical properties of stabilized amorphous selenium typical of the material used in direct conversion x-ray imaging devices are reported. Carrier mobility was measured using time-of-flight (TOF) measurements to investigate the transport properties of holes and electrons in stabilized a-Se film. A laser beam with pulse duration of 5 ns and wavelength of 350nm was illuminated on the surface of a-Se with thickness of 400 $\mu\textrm{m}$. The photo induced signals of a-Se film as a function of time were measured. The measured transit times of hole and electron were about 8.73${\mu}\textrm{s}$ and 229.17${\mu}\textrm{s}$, respectively. The hole and electron drift mobilities decreases with increase of electric field up to 4V/$\mu\textrm{m}$. Above 4V/$\mu\textrm{m}$, the measured drift mobilities exhibited no observable dependence with respect to electric field. The experimental results showed that the hole and electron drifting mobility were 0.04584 $\textrm{cm}^2$ V$\^$-1/s$\^$-1/ sand 0.00174 $\textrm{cm}^2$V$\^$-1/s$\^$-1/ at 10 V/$\mu\textrm{m}$.