• Title/Summary/Keyword: fusion media

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A Study on Environmental Micro-Dust Level Detection and Remote Monitoring of Outdoor Facilities

  • Kim, Seung Kyun;Mariappan, Vinayagam;Cha, Jae Sang
    • International journal of advanced smart convergence
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    • v.9 no.1
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    • pp.63-69
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    • 2020
  • The rapid development in modern industrialization pollutant the water and atmospheric air across the globe that have a major impact on the human and livings health. In worldwide, every country government increasing the importance to improve the outdoor air pollution monitoring and control to provide quality of life and prevent the citizens and livings life from hazard disease. We proposed the environmental dust level detection method for outdoor facilities using sensor fusion technology to measure precise micro-dust level and monitor in realtime. In this proposed approach use the camera sensor and commercial dust level sensor data to predict the micro-dust level with data fusion method. The camera sensor based dust level detection uses the optical flow based machine learning method to detect the dust level and then fused with commercial dust level sensor data to predict the precise micro-dust level of the outdoor facilities and send the dust level informations to the outdoor air pollution monitoring system. The proposed method implemented on raspberry pi based open-source hardware with Internet-of-Things (IoT) framework and evaluated the performance of the system in realtime. The experimental results confirm that the proposed micro-dust level detection is precise and reliable in sensing the air dust and pollution, which helps to indicate the change in the air pollution more precisely than the commercial sensor based method in some extent.

Detection The Behavior of Smartphone Users using Time-division Feature Fusion Convolutional Neural Network (시분할 특징 융합 합성곱 신경망을 이용한 스마트폰 사용자의 행동 검출)

  • Shin, Hyun-Jun;Kwak, Nae-Jung;Song, Teuk-Seob
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.24 no.9
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    • pp.1224-1230
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    • 2020
  • Since the spread of smart phones, interest in wearable devices has increased and diversified, and is closely related to the lives of users, and has been used as a method for providing personalized services. In this paper, we propose a method to detect the user's behavior by applying information from a 3-axis acceleration sensor and a 3-axis gyro sensor embedded in a smartphone to a convolutional neural network. Human behavior differs according to the size and range of motion, starting and ending time, including the duration of the signal data constituting the motion. Therefore, there is a performance problem for accuracy when applied to a convolutional neural network as it is. Therefore, we proposed a Time-Division Feature Fusion Convolutional Neural Network (TDFFCNN) that learns the characteristics of the sensor data segmented over time. The proposed method outperformed other classifiers such as SVM, IBk, convolutional neural network, and long-term memory circulatory neural network.

A study on development of RGB color variable optical ID module considering smart factory environment (스마트 팩토리 환경을 고려한 RGB 컬러 가변형 광 ID 모듈개발 연구)

  • Lee, Min-Ho;Timur, Khudaybergenov;Lee, Beom-Hee;Cho, Ju-Phil;Cha, Jae-Sang
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.5
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    • pp.623-629
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    • 2018
  • Smart Factory is a concept of automatic production system of machines by the fusion of ICT and manufacturing. As a base technology for realizing such a smart factory, there is an increasing interest in a low-power environmentally friendly LED lighting system, and researches on so-called optical ID related application technologies such as communication using a LED and position recognition are actively underway. In this paper, We have proposed a system that can reliably identify logistics location and additional information without being affected by electromagnetic interference such as high voltage, high current, and generator in the plant. Through the basic experiment, we confirmed the applicability of the color ID recognition rate from 98.8% to 93.8% according to the eight color variations in the short distance.

A study on F8L10D-N LoRa RF Module for Drone Based live Broadcasting system

  • Mfitumukiza, Joseph;Mariappan, Vinayagam;Lee, Minwoo;Cho, Juphil;Cha, Jaesang
    • International Journal of Advanced Culture Technology
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    • v.4 no.4
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    • pp.1-5
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    • 2016
  • In this paper, we present the study on the proposed design of a real-time transmission of a video from the drone to broadcasting station (OBVan) by using F8L10D-N LoRa Module. Nowadays, LoRa technology is proved to be the mass of low cost, long range machine-to-machine connectivity. Particularly in the field of broadcasting and communication system, F8L10D-N LoRa RF Module spread spectrum technology with long transmission distance and strong penetrative ability that is double stronger than traditional FSK as well as PSK modulation scheme.

A Study on Asynchronous Control Method of Content for Single Signage-Type Kiosk (단일 사이니지형 키오스크에 적용 가능한 비동기식 콘텐츠 제어 기법 연구)

  • Lee, Min-Woo;Choi, Jin-Yeong;Cha, Jae-Sang
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2017.11a
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    • pp.94-95
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    • 2017
  • 최근 디지털 사이니지의 가격의 하락과 기술의 발달로 유명 관광지에서 정보전달을 위해 아날로그형 간판에서 디스플레이 등을 사용한 디지털 사이니지로 전환하고 있으며, 그 중 세로형 디지털 사이니지인 키오스크를 활용한 간판이 증가하고 있다. 하지만 키오스크의 경우 보통 내장되어 있는 콘텐츠만을 제공하는 경우가 많아 콘텐츠를 관리하고 변경하기 위하여 불가피하게 인력과 시간이 소요되며, 원격에서 콘텐츠 제어가 가능하더라도 콘텐츠를 제어하는 동안 리소스 문제로 인해 키오스크의 사용이 중단될 수 있다. 이에 본 논문에서는 독립형 키오스크에서 콘텐츠를 표출하고 있으며 동시에 원격에서 콘텐츠를 제어/관리 할 수 있는 비동기식 콘텐츠 제어 기법에 대하여 제안하고자 한다.

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EMBODIMENT OF THE CORRECT DEPTH-CUE IN STEREOSCOPY

  • Lee, Kwang-Hoon;Kim, Dong-Wook;Kwon, Yong-Moo;Hur, Nam-Ho;Kim, Sung-Kyu
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.01a
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    • pp.368-372
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    • 2009
  • Pin-hole model has been widely used as a robust tool for easily understanding how to obtain a stereo image and how to present the depth-cue to an observer in stereoscopy. However, most of the processes to analyze depth cue in stereoscopy are performed that a stereo image is taken by camera model practically but depth cue of the image is analyzed by pin-hole model. Therefore, the result of depth cues by the process to be uncorrected. The reason of the uncorrected depth cue is led to the image distances of camera model due to variable focused object distances, and it makes a depth distortion. In this paper, we tried to show the contradiction such as occurring depth distortion in the process which the pin-hole model is used to analyze depth cue despite practical camera model is used in stereoscopy, and we presents the method to overcome the contradiction.

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A Consideration for Media Performance Using Multimedia Technology (다양한 영상매체를 이용한 미디어 퍼포먼스에 대한 고찰)

  • Choi, Eun-Young;Kim, Jong-Chan;Ban, Kyeong-Jin;Kim, Chee-Yong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.10a
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    • pp.345-348
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    • 2010
  • Media is the lifeblood of daily life as well as to relieve people's stress has become a cultural content. And last weekend was born in the historical background and circumstances of performance of works of art from the artist's struggle to escape, was born in. space constraints on performance in order to escape from the work of a number of images were combined. Media performance, as well as IT technology and performance that is added to the artistic fusion of art was positioned as a sector in this paper, we analyze the different effects of visual media, and any images in the media more effectively whether performance was investigated.

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Framing advocacy event: Comparing news coverage and Facebook comments of the Belt and Road Forum in Pakistan and the USA

  • Xu, Yi
    • Journal of Contemporary Eastern Asia
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    • v.20 no.1
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    • pp.1-23
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    • 2021
  • With regard to the recent developments in public diplomacy, the increasing fusion of strategic communication appears necessary. China engages in public diplomacy with a strategic purpose to shape its national image abroad. Hosting diplomatic advocacy event is regarded as an instrument with expectations to present reliable and responsible image and promote international collaborations. The present research focuses on the Belt and Road Forum (BRF) in May 2017 with the objective to analyze its outcomes and influence on the international news agenda, news frames, and foreign citizens' comments online. The quantitative content analyses are used to compare the media reports (N=364) and Facebook users' comments on the selected news (N=957) between the US and Pakistan. Results reveal that Pakistani media provided more diverse frames and attributed more positive evaluations to the BRF than the US media. However, Facebook comments expressed more unfavorable opinions toward the BRF and China's image with rare differences between two countries. In conclusion, the BRF has served as an eye-catching advocacy of Chinese foreign policy, as it influenced the news agenda in two selected countries. However, news frames vary due to the differences in media system and the involvement in the BRF. China's public diplomacy practices follow a traditional top-down communication which needs meticulous subdivision of target stakeholders, delicate messaging strategies, and integrated tactics.

A Study on the Women Image Expressions of Cosmetic Advertisements through the Digital Media

  • Han, Chung-Ah
    • Journal of Fashion Business
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    • v.8 no.3
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    • pp.70-83
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    • 2004
  • The female image has been changed incessantly with age and has been eminently represented in cosmetic advertisement. The female images are changed from the classical images to the active and professional images with the historical current of cyber, digital, and fusion. These changes in the expression of female image are largely due to the spread of post-modernism, feminism, de-construction (Kim, 1994), digital information revolution, and increase of income. The female images in cosmetic advertisement have been expressed very variously with fashion, marketing target, and characteristics of articles. (Im, 1997) The cosmetic advertisements of pure and graceful images were popular in the past. But nowadays individual image, womanly image, and unchanged beautiful image are in vogue. Individual image is very popular in young generation with very short fashion period. Active career woman image represents passion and beauty with extension of women' social roles. Unchanged beautiful image in modern industrial pollution stands for the desire of keeping the beauty in youth. Brand is very important factor to consumers in purchasing. Brand is no larger the simple concept in the past, and accepted as reflection of the image, social status, service, and life-style(Lee, 1998) consumers are very favorable to foreign cosmetics with the increase of overseas travels and import. This phenomenon is considered as very natural, especially in young generation. To create a successful brand image, the harmony of quality, psychological preference, advertisement, and reasonable price are required. According to the questionnaire research implemented by the subject of college women students in five universities in Seoul, the majority of college women students purchase domestic cosmetic brands in cosmetic specialty stores and depend on the tips of acquaintances. Quality, skin-trouble, and brand are considered as special regards for purchasing. Especially, internet shopping in purchasing marks high growth rate and preference for foreign cosmetics is very ardent. It can be expected that the 21st century is the epoch of various small production different from the mass-production in the 20th century. Female image will be probably expressed with individual, emotional, and professional image in the media of digital, fusion, cyber, and technology culture. It can be said that the tendency of cosmetic purchasing in the future will be more focused on brand image and life style.

Research of the human factors required to the stereoscopic camera system in cellular phone (핸드폰용 스테레오 카메라에서의 입체시 인지 요소에 대한 연구)

  • Lee, K.H.;Son, J.Y.;Kim, S.H.;Yoon, Y.S.;Kim, S.K.
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2007.02a
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    • pp.60-63
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    • 2007
  • 최근, 핸드폰은 일상생활의 필수품이 되었다. 특히 카메라가 장착된 핸드폰은 개인홍보와 오락요소로의 대표적인 도구로 사용된다. 나아가 양안카메라가 적용된 핸드폰은 사용자에게 입체감을 전달할 것이며, 입체감은 보다 효과적인 개인홍보 및 오락성을 제공할 것이다. 핸드폰은 휴대가 용이하지만 제한된 표시소자의 크기 및 해상도로 인하여 입체시 구현 시 사용자에게 손실된 정보 및 낮은 임장감을 제공한다. 이에 본 연구는 기존의 입체시 구현에 대한 구속조건들을 분석하고 핵심 요인을 산출하여, 핸드폰 환경에서의 최적의 입체시 구현을 위한 새로운 구속조건의 범위를 정량화하였다. 대표적인 구속조건으로는 수평, 수직 시차량이 고려되었다. 본 연구의 결과는 핸드폰용 양안카메라의 제작공차 및 효과적인 시차영상 제작을 위한 기준을 제시한다. 연구에 사용된 제품으로는 QVGA해상도(320*240) 및 2.8' 크기의 표시소자인 PDA폰이며, 입체시에 대한 구속조건을 정량화하기 위하여 수직, 수평이동이 가능한 지그를 사용하여 실험의 정확성을 높였다. 피실험자는 10명이며 남자 7명, 여자 3명으로 구성되었다.

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