• Title/Summary/Keyword: Location Strategy

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A Method of License Plate Location and Character Recognition based on CNN

  • Fang, Wei;Yi, Weinan;Pang, Lin;Hou, Shuonan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.8
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    • pp.3488-3500
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    • 2020
  • At the present time, the economy continues to flourish, and private cars have become the means of choice for most people. Therefore, the license plate recognition technology has become an indispensable part of intelligent transportation, with research and application value. In recent years, the convolution neural network for image classification is an application of deep learning on image processing. This paper proposes a strategy to improve the YOLO model by studying the deep learning convolutional neural network (CNN) and related target detection methods, and combines the OpenCV and TensorFlow frameworks to achieve efficient recognition of license plate characters. The experimental results show that target detection method based on YOLO is beneficial to shorten the training process and achieve a good level of accuracy.

Security Micro-web Page Based Battlefiled Smart Map (보안 마이크로 웹페이지 기반 전장 스마트 지도)

  • Heo, Jun;Ha, Sunju;Cha, Shin;Eun, Seongbae
    • IEMEK Journal of Embedded Systems and Applications
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    • v.12 no.4
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    • pp.259-266
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    • 2017
  • GPS was developed for military purposes. As a result, it is used as a military important means such as guided weapons and strategy / tactics. However, GPS depends on the communication infrastructure and is affected by interference signals. In this paper, we propose a secure micro - web page - based smart map that can enhance security without relying on communication infrastructure on the battlefield. The proposed system consists of general smartphone, security QR, central server and smart map. Only use the network when downloading the security key and SmartMap before the task starts. During operation, the smartphone transmits and receives data using a secure QR. The security QR inserts the security code to prevent forgery and falsification and confirms whether the data is authentic by checking whether the smart phone is forged or not. As a result of implementation, we solved communication security problem of existing technology by using location based service without relying on communication infrastructure.

Securing Placeness at Rural Tourism Village Via Storytelling Implementation -Focusing on Case study of Gaesil Village- (스토리텔링구현을 통한 농촌관광마을에서의 장소성확보 -개실마을의 사례를 중심으로-)

  • Lee, Byoung-Hoon
    • Journal of Korean Society of Rural Planning
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    • v.18 no.1
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    • pp.47-57
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    • 2012
  • The following study has examined possible methodological approach and prospect of implementing storytelling in rural tourism field. It is aimed towards deducing principles of space composition behind securing placeness of rural tourism village through storytelling. The research had been conducted by archival research and case study on field of interest, and its findings are as follows: 1) Storytelling exhibits principles of narrative structure (exposition, complication, climax, and resolution) in various fields, and has shown tendency to structuralize a plot. 2) It can be said that storytelling is deeply related with people's associations of their inner mind. This can be a logical explanation of a certain sight or location, which is a physical environment itself being the actual narrator and distributor in storytelling. 3) In order to convey a story in a more convincing way, storytelling a naming strategy based on a rhetorical technique, which has been shown to positively influence creating unique placeness of a rural village. As indicated in our study, means of storytelling-"Continuity and tourist circulation of space composition with a narrative structure, spatial hierarchical order, concealment and revelation, cast, and naming based on rhetorical technique and facilities positioning"-is a viable solution that can bring recovery of the rural village's unique placeness, as well as spatial development for sustainable rural tourism.

A Study on the Measurement of Industry Agglomeration for the Census on Basic Characteristics of Establishments (사업체 기초통계조사에서 산업활동의 공간집적도 측정 연구)

  • 김윤수;정연수;김병천
    • The Korean Journal of Applied Statistics
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    • v.17 no.1
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    • pp.13-26
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    • 2004
  • According to economic growth theory, location configuration of business enterprises engaged in specific industries has spatial affinity. In this research we defined industrial concentration index to measure industry agglomeration using the characteristics of dispersion parameter of negative binomial distribution, and used the industrial concentration index to examine aspect of spatial configuration change. We utilized Census on Basic Characteristics of Establishments of 1995 and 2000 to deduce industrral concentration indices of 7 knowledge-based industries and 9 strategy-based industries of Choongbuk Province and analyzed the aspect of spatial configuration change.

Surgical Experience with Killian-Jamieson Diverticulum - A case report - (Killian-Jamieson 게실의 수술적 치료 - 1예 보고 -)

  • Han, Kook-Nam;Kim, Young-Tae;Nam, Jin-Hae;Kang, Chang-Hyun;Kim, Joo-Hyun
    • Journal of Chest Surgery
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    • v.43 no.3
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    • pp.324-327
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    • 2010
  • Killian-Jamieson diverticulum is a rare disease that is seen at the cervical esophagus. It has quite a different pathogenesis and anatomical location compared with that of Zenker's diverticulum. The pathophysiology and strategy for treating Killian-Jamieson diverticulum are not fully understood. We performed surgery using one incision for treating a case of Killian-Jamieson diverticulum and we review the medical literature that's related to this unusual diverticulum.

Intonational Pattern Frequency of Seoul Korean and Its Implication to Word Segmentation

  • Kim, Sa-Hyang
    • Speech Sciences
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    • v.15 no.2
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    • pp.21-30
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    • 2008
  • The current study investigated distributional properties of the Korean Accentual Phrase and their implication to word segmentation. The properties examined were the frequency of various AP tonal patterns, the types of tonal patterns that are imposed upon content words, and the average number and temporal location of content words within the AP. A total of 414 sentences from the Read speech corpus and the Radio corpus were used for the data analysis. The results showed that the 84% of the APs contained one content word, and that almost 90% of the content words are located in AP-initial position. When the AP-initial onset was not an aspirated or tense consonant, the most common AP patterns were LH, LHH, and LHLH (78%), and 88% of the multisyllabic content words start with a rising tone in AP-initial position. When the AP-initial onset was an aspirated or tense consonant, the most common AP patterns were HH, HHLH, and HHL (72%), and 74% of the multisyllabic content words start with a level H tone in AP-initial position. The data further showed that 84.1% of APs end with the final H tone. The findings provide valuable information about the prosodic pattern and structure of Korean APs, and account for the results of a previous study which showed that Korean listeners are sensitive to AP-initial rising and AP-final high tones (Kim, 2007). This is in line with other cross-linguistic research which has revealed the correlation between prosodic probability and speech processing strategy.

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Global Value Chain Structure Analysis for ICT Industry (정보통신산업(ICT)의 글로벌 가치사슬구조분석)

  • Cho, Sang Sup;Chae, Dong Woo;Lee, Jungmann
    • Journal of Information Technology Applications and Management
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    • v.26 no.6
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    • pp.65-78
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    • 2019
  • This study describes the accounting approach of separating the value chain components that occur between the origin and destination of a country's total exports, and applied this analysis to the nation's information and communication industry. As a result of this study, the analysis results of ICT's global value chain for the United States and China, focusing on Korea, are as follows: First of all, the value added standard was relatively lower than the export amount standard for the information and communication industry. In particular, the gap was starkly visible in the information and communication manufacturing sector, where global vertical specialization was developed relatively. As a representative sector, the computer-related equipment sector exported to China became more specialized vertically than other information and communication industries. Next, the method of participating in vertical specialization of Korea's information and communication sector and its relative position in the global value chain came from domestic products (0.25/35.16) whose total exports, which were double calculated in the case of the U.S. market, returned home. On the other hand, about 32.68 percent returned to the Chinese market. Finally, in the global value chain level, the SW sector occupied a medium vertical culture location for the information and communication equipment sector and the information and communication service sector.

Relation Analysis between the Settlement Condition and Life Satisfaction for Rural Residents - Focusing on Jeollabukdo - (농촌주민의 정주여건 인식과 생활만족도의 관계 분석 - 전라북도 농촌지역을 대상으로 -)

  • Ji, Nam-Seok;Lee, Chang-Woo
    • Journal of Korean Society of Rural Planning
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    • v.19 no.4
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    • pp.55-71
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    • 2013
  • This study of the living environment for rural residents to identify the relationship between perception and satisfaction are as. Jeollabukdo rural residents survey and SPSS 18.0 statistical program utilizes improvement of rural environment and living conditions were discussed. The main analysis results are summarized as follows. First, rural residents use the facility convenience and accessibility, economic burden, there was a tendency to recognize the important, good natural environment or their children / relatives for the distance was a low awareness. Second, the location and land a job for men, the women have a higher awareness of the use of public transportation inclination showed less than 50 age group showed higher awareness. Third, the rural living environment of residents' satisfaction with 3.544, and overall satisfaction with village life showed a high propensity men have higher satisfaction than women. Finally, the living environment for the perception and satisfaction with the relationship between residential stability and economic awareness of a higher living environment was found that high satisfaction. These findings further improve the rural environment, improve satisfaction in that you can plan the basis for an effective strategy can be. More sustainable in the future, including the analysis of various parameters in progress by being linked to policy measures that will be provided.

Qualitative Research to Understand Environmental Factors of Customer, Foodservice Management, and Competitor and Factors that Improve Customer Quality of Life (질적 연구를 활용한 위탁급식 고객, 급식관리자 및 경쟁자 환경요인과 삶의 질 개선요인 도출)

  • Lee, Jin Young;Han, Kyung Soo
    • Journal of the Korean Society of Food Culture
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    • v.30 no.5
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    • pp.621-628
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    • 2015
  • The objective of the current study was to analyze the major factors affecting quality of life improvement for contract foodservice customers by identifying the contract foodservice environment consisting of the customer, foodservice management, and competitor. Qualitative research method was performed on foodservice customers and foodservice management using in-depth interviews. First, the customer environment was classified into three categories, including convenience of location, foodservice management environment into six categories, including comfort level of dining facility, and competitor environment into three categories, including service competition between foodservice providers. Second, quality of life was defined as the level of contentment felt by both the customer and foodservice management consuming the food provided. Third, both the customer and foodservice management perceived that the management environment of contract foodservice had a "medium" effect on quality of customer life. The findings of this study could be applicable for development of a contract foodservice business strategy through objective comparative analysis of the customer, foodservice management, and competitor environments.

The Performance of Multistage Cooperation in Relay Networks

  • Vardhe, Kanchan;Reynolds, Daryl
    • Journal of Communications and Networks
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    • v.17 no.5
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    • pp.499-505
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    • 2015
  • We analyze the performance of multistage cooperation in decode-and-forward relay networks where the transmission between source and destination takes place in $T{\geq}2$ equal duration and orthogonal time phases with the help of relays. The source transmits only in the first time phase. All relays that can decode the source's transmission forward the source's message to the destination in the second time phase, using a space-time code. During subsequent time phases, the relays that have successfully decoded the source message using information from all previous transmitting relays, transmit the space-time coded symbols for the source's message. The non-decoding relays keep accumulating information and transmit in the later stages when they are able to decode. This process continues for T cooperation phases. We develop and analyze the outage probability of multistage cooperation protocol under orthogonal relaying. Through analytical results, we obtain the near-optimal placement strategy for relays that gives the best performance when compared with most other candidate relay location strategies of interest. For different relay network topologies, we also investigate an interesting tradeoff between an increased SNR and decreased spectral efficiency as the number of cooperation stages is increased. It is also shown that the largest multistage cooperation gain is obtained in the low and moderate SNR regime.