Search Results - "Kim Nacwoo"
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Hologram acquisition by using time resolved heterodyne method in optical scanning holography
Published in 2015 Conference on Lasers and Electro-Optics (CLEO) (01-05-2015)“…We propose the new hologram acquisition method based on the time resolved heterodyne analysis in optical scanning holography. By applying the FFT or four phase…”
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Click2Movie: Personal-customized content authoring service in IPTV platform
Published in 2008 IEEE International Symposium on Consumer Electronics (01-04-2008)“…In this paper, we propose a method for personal-customized content authoring service, that is, C1ick2Movie, in IPTV platform that a user terminal unit like PC…”
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Implementation of embedded Linux platform based vehicle feature extractor for ITS
Published in 2013 IEEE Third International Conference on Consumer Electronics ¿ Berlin (ICCE-Berlin) (01-09-2013)“…This paper propose the vision based vehicle feature extractor which can be operated on the low performance embedded linux platform. In addition, we implement…”
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Conference Proceeding -
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A study on CEP performance in mobile embedded system
Published in 2012 International Conference on ICT Convergence (ICTC) (01-10-2012)“…Data streams are infinite and continuous, so it's difficult to treat the data streams by using existing DBMS. The CEP engine which is one solution for data…”
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Conference Proceeding
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Implementation of WSN application service using people detection algorithm
Published in 2012 International Conference on ICT Convergence (ICTC) (01-10-2012)“…In this paper, we implements intrusion detection system for video surveillance which works well in wireless sensor networks (WSN) environment. Our system has…”
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RUBA: Real-time unstructured big data analysis framework
Published in 2013 International Conference on ICT Convergence (ICTC) (01-10-2013)“…We are greeting "Big Data Generation". As ICT technology is developing, the volume of data is incredibly growing and many works to deal with a big data are…”
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Conference Proceeding -
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Health management technology for estimating the remaining useful life of household appliances
Published in 2021 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia) (01-11-2021)“…In this paper, we propose a new time series-based domain adaptation technique for health management in home devices. Because it is based on domain adversarial…”
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Sound-based anomaly detection using a locally constrained capsule network
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20-10-2021)“…In this study, we propose a new technique for abnormal acoustic diagnosis based on a locally constrained capsule network architecture. The newly designed…”
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Transformer based prediction method for solar power generation data
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20-10-2021)“…In this paper, we propose a technique to increase the precision of solar power generation data prediction by using a time-series-based transformer deep…”
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Comparative study in anomaly diagnosis technique for time series data
Published in 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia) (26-10-2022)“…In this paper, by comparing the values of the anomaly index in various anomaly diagnosis techniques on the same dataset, it is intended to help in selecting an…”
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A Study on Online ARIMA Algorithms applying various gradient descent optimization algorithms for Time Series Prediction
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20-10-2021)“…The prediction of time series data can be used in various fields, and many research for this is required. This paper has researched about applying various…”
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RDMI: Recursive Training-Based Diffusion Model for Multivariate Time Series Imputation
Published in 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) (25-06-2023)“…In this paper, we present a novel approach for imputing missing values in multivariate time series using a recursive training-based diffusion model. Our…”
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Acoustic Feature based Abnormal Diagnosis Techniques with Capsule Networks
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21-10-2020)“…This paper proposes a new method of converting acoustical data into mel-frequency cepstral coefficient feature vector and performing detection of abnormal…”
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Machine Learning-based Analysis of correlation between Energy Consumption data of the Company and its Sales
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21-10-2020)“…This paper has researched about the correlation between company data, and its annual sales data. Using the identified correlation, we propose a new method of…”
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Design and implementation of a video surveillance system for a Sensor Network application service
Published in 2012 Fourth International Conference on Ubiquitous and Future Networks (ICUFN) (01-07-2012)“…Object movement detection is key component of remote surveillance and monitoring system. In this paper, we designs a reliable moving object detection system…”
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