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Development of Mask-RCNN Model for Detecting Greenhouses Based on Satellite Image (위성이미지 기반 시설하우스 판별 Mask-RCNN 모델 개발)

  • Kim, Yun Seok;Heo, Seong;Yoon, Seong Uk;Ahn, Jinhyun;Choi, Inchan;Chang, Sungyul;Lee, Seung-Jae;Chung, Yong Suk
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.23 no.3
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    • pp.156-162
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    • 2021
  • The number of smart farms has increased to save labor in agricultural production as the subsidy become available from central and local governments. The number of illegal greenhouses has also increased, which causes serious issues for the local governments. In the present study, we developed Mask-RCNN model to detect greenhouses based on satellite images. Greenhouses in the satellite images were labeled for training and validation of the model. The Mask-RC NN model had the average precision (AP) of 75.6%. The average precision values for 50% and 75% of overlapping area were 91.1% and 81.8%, respectively. This results indicated that the Mask-RC NN model would be useful to detect the greenhouses recently built without proper permission using a periodical screening procedure based on satellite images. Furthermore, the model can be connected with GIS to establish unified management system for greenhouses. It can also be applied to the statistical analysis of the number and total area of greenhouses.

A Study on the Performance Improvement of Turbo Coded OFDM Systems Considering Frequency Offset (주파수 오프셋을 고려한 Tued OFDM 시스템의 성능 개선에 관한 연구)

  • 이영춘;박기식
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.5 no.5
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    • pp.908-915
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    • 2001
  • In this paper, it is analyzed theoretically that the performance degradation, caused by carrier frequency offset, in an OFDM/M-ary PSK system. Then, when Turbo coding is adopted to an OFDM/M-ary PSK system, the degree of performance enhancement is evaluated. Finally, the maximum frequency offset is calculated to satisfy the BER performance required in a Turbo coded OFDM/M-ary PSK system. As results of analysis, it is shown that the more the number of M-ary is, the worse the BER performance is. Moreover, 7dB, 9dB, and 17dB of $E_b/N_o$ are required in QPSK, 8PSK and 16PSK systems, respectively in order to satisfy the error performance, $BER=10^{-3}$ for voice communication. If $E_b/N_o$ are 10㏈ and 15㏈, the frequency offset should be below 0.05 and 0.075, respectively, for voice communication. When Turbo coding is adopted to an OFDM/M-ary PSK system, the less the number of M-ary is, the greater the performance enhancement of Turbo coding is. If the number of a M-ary system of the system is below 16, it is found that required $E_b/N_o$ is about 8dB to satisfy $BER=10^{-5}$ Moreover, in the system the Turbo coding scheme, voice communication is available with greatly low$E_b/N_o$, and 8dB of $E_b/N_o$ is enough for data communication regardless of the permission range of frequency offset.

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Phenomenological Study on Aging of Women in 40's and 50's - Applying the Parse's Theory - (40~50대 여성의 "나이 들어감(Aging)"에 대한 현상학적 연구 - Parse 이론을 적용하여 -)

  • Hong, Ju-Eun;Do, Keong-Jin;Ha, Ru-Mee;Jeon, Seok-Bun;Hur, Sung-Soun;Yoo, Eun-Kwang
    • Women's Health Nursing
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    • v.20 no.1
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    • pp.48-61
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    • 2014
  • Purpose: This study was done to explore the essence and meaning of the experience of 'aging', as a process of 40's and 50's women in Korea by applying the Parse's Human Becoming theory (2002). Methods: Data was collected from February to April, 2013, using the phenomenological research method. Data was collected through in-depth informal interview and analyzed following Colaizzi method. After IRB permission and informed consent from the participants, all interviews were recorded with MP3 recorder and transcribed for analysis. Results: Data analysis revealed 112 of meanings, 33 key subject words, 8 subject phrases, and 4 categories. The main themes were elaborated as 'going down' ('Being changed of body and mind', 'Being considered on my identity'), 'going up' ('Being expanded of productive role', 'Being transcendent multi-dimensionally'), 'pausing' ('Becoming more thoughtful about family', 'Looking back'), 'going forward again' ('Age is just a number, 'Contemplating of life and death'). Experiences in aging among women in 40's and 50's enlightened with Parse's theory of Human Becoming in terms of 'going down', 'going up', 'pausing', 'going forward again' appeared simultaneously, rather than consecutively. Conclusion: Women in 40's and 50's require holistic nursing intervention with physical, psychological, socio-economical, and spiritual aspects, rather than focusing on problematic physical symptom relief and prevention of further conditions. It is recommended to develop various nursing intervention considering on different environment, type of experience, and level of human becoming, individually.

Characteristics of the Chinese Civil Procedure System and Enforcement of Interim Measures in Arbitration and Arbitration Awards in China (중국 민사소송제도의 특색과 중재절차에서의 임시적 처분 및 중재판정의 집행)

  • Jon, Woo-jung
    • Journal of Arbitration Studies
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    • v.29 no.2
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    • pp.161-199
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    • 2019
  • As international trades between Korea and China increase, the number of civil disputes also increases. The civil dispute settlement system and the court system in China are distinctive from those of Korea. China has its own court systems which are characterized by the Chinese Communist System. Due to the influence of the decentralized local autonomy tradition, the case laws of each Province in China are not unified throughout the China. This is partly because only two instances are provided in China, and the parties cannot appeal to the Supreme People's Court of China unless there is a special reason. In Korea, three instances are provided and parties can appeal to the Supreme Court if a party so chooses. In addition, there are many differences in the judicial environment of China compared to Korea. Therefore, if there is a dispute between a Korean party and a Chinese party, arbitration is recommended rather than court litigation. This article examines the points to be considered for interim measures in China during arbitration. Where the seat of arbitration is Korea, interim measures cannot be taken by the order of the Chinese court in the middle of or before arbitration procedures. On the other hand, it is possible to take interim measures through the Chinese court in the middle of or before the arbitration procedure in China or Hong Kong. It also reviews the points to be noted in case of the enforcement of arbitration awards in China where permission from the upper Court is required to revoke or to deny the recognition or enforcement of a foreign-related or foreign arbitration award.

A Study on the Wearing Occasions of the Royal Attire in Joseon Dynasty through the Regular rule of Sang-uiwon ("상방정례로" 보는 조선왕실의 복식구조 - 착용사례를 중심으로 -)

  • Kim, Soh-Hyeon
    • Journal of the Korean Society of Costume
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    • v.58 no.3
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    • pp.149-162
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    • 2008
  • The Regular rule of Sang-uiwon served as a manual of Royal Attires. According to the procedures, like as making letters about the affairs, consulting, and permission, Royal ceremonial attire was made and presented to the royal family. The materials for the Royal informal dress were presented in accordance with usual tributes. There was no difference in informal dress between the royal family and noble class. But the name of items was different such as Goa du[man's jacket], Go ui[woman's jacket], etc. The royal family continued to wear old days dress as akjurm and noui, which were not worn by common people any more, as a means of differentiating clothes. Bub-bok, which was designed only for key figures of the royal family such as the king, crown prince, queen, and crown princess, was the best status symbol. Because of its highly limited example of wearing, bub-bok was the authority of the wearer itself; with only difference in color, pattern, and material depending on social status. Yong-po is the most frequently worn by the Royal men. Yong-po worn with jong-lip served as yung-bok or gun-bok, and iksun-gwan functioned as sang-bok. Royal Attire for men was clearly divided into Yong-po as sang-bok, bub-bok as myun-bok and gangsa-po, while jeok-ui for women functioned as both sang-bok and bub-bok. However, the use of jeok-ui was defined by differentiate sang-bok from bub-bok like as the pattern of Hyung-bae, number of embroidered round badges, shoes and ornaments.

A Study on the Self-Authentication Method in Home Quarantine Equipment (자가격리장치에서의 본인 인증 방법에 관한 연구)

  • Kim, Joon-bae;Kang, Moon-sung
    • Journal of Advanced Navigation Technology
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    • v.22 no.2
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    • pp.173-178
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    • 2018
  • In May 2015, the first case of Middle East Respiratory Syndrome occurred, leaving 186 patients, 38 deaths, and 16,693 quarantine patients. The government has carried out a monitoring of people in contact with the confirmed or suspected patients to prevent the spread of MERS infection. The management staff conducted monitoring of the quarantine subject twice a day during the 14-day period, to check compliance with isolation. However, as the number of people subject to isolation was increased explosively, such issues as the occurrence of residents occurred due to limitations of management personnel. Managers have also admitted that their home quarantine rules have become nominal when they checked the status of quarantine subject by using a call only two or three times a day, and that it is virtually impossible to control when the departees leave without permission. In this paper, home quarantine equipments and their means of authentication are proposed and verified. As a result of the verification, the proposed methods in this paper are expected to be used later as their own authentication method for home quarantine equipments.

Air Quality Assessment for Development Plan after the Special Act on Licensing of Industrial Complexes (산업단지 「인·허가 특례법」 이후 개발계획에 따른 국내 대기질 영향예측)

  • Moon, Nankyoung;Kim, Soontae;Seo, Jihyun
    • Journal of Environmental Science International
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    • v.26 no.11
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    • pp.1209-1222
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    • 2017
  • On June 5, 2008, the "Act on Special Cases Concerning the Simplification of Authorization and Permission Procedures for Industrial Complexes" (Act No. 9106) was enacted. When it was implemented in August 2008, many industrial complex development projects were established, and the number of industrial complexes growth rates of 3-6% during 2003-2007 rose to around 15% in 2008. With the increase in industrial complexes, the environmental impacts of individual projects were examined, but comprehensive regional reviews of environmental impacts were not undertaken. In this study, we determined changes in air quality by applying the industrial complex development plan that completed the consultation at the end of 2010 to assess the comprehensive regional environmental impacts and presented the adequacy review plan for future industrial development plans based on the study's results. When considering these industrial complex development plans, emissions in North Jeolla and South Chungcheong Provinces and Daegu City have increased significantly. Air quality analyses showed that the 24 h mean $SO_2$ concentration in Daegu increased by more than 50% in summer compared to air quality concentrations in summer. The 24 h mean $PM_{10}$ and $NO_2$ concentrations increased by approximately 12 and 30%, respectively, in North Jeolla Province in summer. Areas exceeding the air quality standard for 1 h mean $O_3$ concentration increased by more than $3,500km^2$. Based on the above analysis, changes in air quality should be anticipated through a comprehensive evaluation of long-term development plans. Furthermore, control of air quality in accordance with the development of future industrial complexes is possible.

A Study on Android Malware Detection using Selected Features (선별된 특성 정보를 이용한 안드로이드 악성 앱 탐지 연구)

  • Myeong, Sangjoon;Kim, Kangseok
    • Journal of Convergence for Information Technology
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    • v.12 no.3
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    • pp.17-24
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    • 2022
  • Mobile malicious apps are increasing rapidly, and Android, which accounts for most of the global mobile OS market, is becoming a major target of mobile cyber security threats. Therefore, in order to cope with rapidly evolving malicious apps, there is a need for detection techniques of malicious apps using machine learning, one of artificial intelligence implementation technologies. In this paper, we propose a selected feature method using feature selection and feature extraction that can improve the detection performance of malicious apps. In the feature selection process, the detection performance improved according to the number of features, and the API showed relatively better detection performance than the permission. Also combining the two characteristics showed high precision of over 93% on average, confirming that the appropriate combination of characteristics could improve the detection performance.

An Analysis on the Status of Inappropriate Material Posting and Personal Information Exposure in Elementary Schools' Web Sites (초등학교 홈페이지에서의 불건전 정보 유통 및 개인정보 노출 실태 분석)

  • Kim, Min-Ki
    • Journal of The Korean Association of Information Education
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    • v.8 no.4
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    • pp.489-500
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    • 2004
  • In this paper, an investigation on internet safety of 244 national or public elementary schools' web sites was performed with two points of view : inappropriate material posting and personal information exposure. The investigation results showed that obscene materials and commercial advertisements were uploaded into the bulletin board(67.2%) and students' personal information such as photograph, address, telephone number were exposed(87.3%). Most of the inappropriate materials were posted by auto-register programs. This problem was occurred due to reckless bulletin board opening and inappropriate management. On the contrary, personal information was exposed by teachers and students. They didn't not care about their personal information. It shows the fact that they have not recognized the danger of personal information exposure. Therefore managing real-name membership and enforcing permission to bulletin board were required to construct and use a safe school web site. Teachers have to understand not only negative effects appeared in a school web site but also latent dangerous factors.

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The Secure Password Authentication Method based on Multiple Hash Values that can Grant Multi-Permission to a Single Account (단수 계정에 다중 권한 부여가 가능한 다중 해시값 기반의 안전한 패스워드 인증 기법 설계)

  • Hyung-Jin Mun
    • Journal of Industrial Convergence
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    • v.21 no.9
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    • pp.49-56
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    • 2023
  • ID is used as identifying information and password as user authentication for ID-based authentication. In order to have a secure user authentication, the password is generated as a hash value on the client and sent to the server, where it is compared with the stored information and authentication is performed. However, if even one character is incorrect, the different hash value is generated, authentication will be failed and cannot be performed and various functions cannot be applied to the password. In this study, we generate several hash value including imaginary number of entered password and transmit to server and perform authentcation. we propose a technique can grants the right differentially to give various rights to the user who have many rights by one account. This can defend shoulder surfing attack by imaginary password and provide convenience to users who have various rights by granting right based on password.