• Journal of Advanced Technology Convergence
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• v.2 no.4
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• pp.7-11
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• 2023

In this study, we presented a method to recognize vehicle license plates using CNN techniques. A vehicle plate is normally used for the official identification purposes by the authorities. Most regular Optical Character Recognition (OCR) techniques perform well in recognizing printed characters on documents but cannot make out the registration number on the number plates. Besides, the existing approaches to plate number detection require that the vehicle is stationary and not in motion. To address these challenges to number plate detection we make the following contributions. We create a database of captured vehicle number plate's images and recognize the number plate character using Convolutional Neural Networks. The results of this study can be usefully used in parking management systems and enforcement cameras.

• Proceedings of the Korean Environmental Sciences Society Conference
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• 2003.05a
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• pp.343-344
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• 2003

일본의 국립공원정책을 참고하고 본 연구의 결과를 통하여 세 가지 측면에서 나타나는 문제점에 대한 개선방안을 제시해보면 첫 번째 보전적인 측면은 용도지구 및 공원구역의 전면적인 재조정, 두 번째 이용적인 측면은 교통, 주차시설의 확충 및 도로체계의 재조정, 자연학습공간의 설치 및 환경교육(해설) 프로그램의 개발, 세 번째 관리적인 측면으로 도립공원 재원확보, 관리 인력의 증원 및 전문 인력의 배치 등을 들 수 있다. 나아가 공원구역의 전면적인 재조정으로부터 지역주민들의 의견수렴을 충분히 거친 후 자연보존지구에 대한 보존대책을 수립한 다음 도립공원 해제방안도 적극적으로 고려하여야 할 것이다. 그러나 보다 중요한 것은 일본의 환경정책을 예로 들었듯이, 환경보전적 측면에서 오히려 역행하고 있는 현행 우리나라 자연공원 정책이 전환되어야 한다는 것이다. 이에 환경보전적 측면을 중시한 자연공원법의 조속한 개정과 생물다양성을 관점으로 한 자연공원정책이 전개되어야 할 것이다.

• Proceedings of the Korean Institute Of Construction Engineering and Management
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• 2007.11a
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• pp.1039-1042
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• 2007

The number of vehicle has been increased due to growth of economy. Consequently, the needs for parking area has been increasing. there is a serious problem in aged-apartments. It result from observing a parking lot law at that times. That is the reason why residents demand parking lot expansion. Parking lot addition is being studied on a lots different standpoint to solve the present parking lot condition. Parking lot expansion is limited by housing complex characteristics. This study analyzed the housing complex characteristics of aged-apartment. It is analyzed that the number of house holders, distance between buildings, and level of site for finding housing complex characteristics. The result are as follows. the complex lower than 300 households is about 35% in the Number of households. The buildings which has a moving distance from 41m to 50 is nearly 23%. Them the 멕스둣 house located on the flat is 82%. This study will become a reference data for the parking lot expansion.

• The Proceedings of the Korean Institute of Illuminating and Electrical Installation Engineers
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• v.10 no.4
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• pp.78-84
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• 1996

In this study, 3-D object recognition and restoration independent of the object translation for automotive kind recognition in parking administration system using an ultrasonic sensor array, neural networks and invariant moments are presented. Using invariant moment vectors of the acquired data 16$\times$8 pixels, 3-D objects could be classified by SCL (Simple Competitive Learning) neural networks. Modified SCL neural networks using the 16$\times$8 low resolution image was used for object restoration of 32$\times$32 high resolution image. Invariant moment vectors kept constant independent of the object translation. The recognition rates for the training and the testing data were 98[%] and 95[%], respectively. The experimental results have shown that ultrasonic sensor array with the neural networks could be applied for the detection of the automobiles and classification of the automotive kind.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2009.05a
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• pp.91-94
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• 2009

RFID is application field is very wide. For example, There is parking administration system, bookkeeper administration system etc. Such application system must do priority Carrier wave choice according to application purpose. If in case of Carrier frequency is low, awareness distance is short and Carrier frequency is high, awareness distance is very long. This uses in case awareness object is fast-moving. And it must be Tag's supply and demand's that is smooth. Even if development of system is completed, if Tag's purchase is difficult, developing item is not need. In this paper, we shows RFID system using EM4095 chip that is using 125KHz by carrier wave. EM4095 is high effectiveness chip of the low-power and circuit is very simple. It is possible to read with being write as that connect 4 lines with MCU. MCU used Atmega128. As result, we explained circuit and control programs for each part, and show Tag's ID reception that use Reader by picture.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2009.05a
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• pp.63-67
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• 2009

In RFID system, Tag's Identification data is processed in host computer by application program. Example of application program is parking administration program, library state program etc.. Tag's ID that is recognized in reader is inputted to the Host computer. Application program of computer searches data in DB of computer such as Tag ID. After finding the same ID, host computer send to control command to driver H/W in accordance with application purpose. But, It need to confirm in long distance whether achievement process is acted normally. There will be the 2 methods, when we monitors the process in long distance. One is wired monitoring system, another is wireless monitoring system. Among wire method, internet communication network is useful. RFID system manufacture first in this treatise. RFID system Embody using EM4095 chip that is doing 125KHz by carrier wave. Tag's characteristic ID is sent in remote place through module that use W3100A chip. This system Manufacture, and data send-receive confirmed using simple application program. Reception confirm by result, and pictures show by whole system and each part. And a control program explained of each part.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2012.10a
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• pp.301-303
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• 2012

In this Paper, we are implemented position awareness system based on one-pass tag. This system are combined ZigBee and RFID technology. We developed the solution to detect of user's position using position awareness receiver and repeater. This location recognition includes parked car location tracking, coming in and out car, automation of immigration control, enhanced security through emergency call, and automatic invocation elevator control and etc.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2015.10a
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• pp.497-499
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• 2015

According to the rapid progress of the altitude information society and various sensor technologies, The role of information and communication systems became important during social activities. In this paper, It is measured access and availability alongside parking and availability using an ultrasonic sensor and a pressure sensor. And the measuring data is sent to the controller by using the PLC (Power Line Communication). And it is implementing the parking management system made secure by controlling the LED and LCD with the received data.

• Proceedings of the Korean Information Science Society Conference
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• 2004.10a
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• pp.238-240
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• 2004

경제 성장과 생활 수준의 향상으로 인한 자동차 수의 증가는 않은 문제를 발생시키고 있다 제한된 인력과 비용으로 효율적인 자동차 관리를 위한 연구 분야 중에서 자동차 번호판 인식 (Vehicle Plate Recognition) 기술은 법규위반의 식별, 통행료 징수, 납세, 도난.도주 차량 확인 및 주차 관리 등의 않은 분야에 응용되고 있다. 자동차 번호판 문자 인식 문제와 같이 훈련 예제 수집 비용이 많이 드는 경우에 제한된 수의 훈련 예제를 최대한 활용하여 분류 성능을 향상시키기 위한 방안 중 하나로, 수집된 훈련 예제들로부터 가상의 예제를 생성하고, 생성된 가상 예제를 훈련 예제로 추가하여 학습하는 절러 연구가 수행된 바 있다. 본 논문에서는 자동차 번호판 문자 인식의 성능 향상을 위친 수집된 예제들을 적절히 병합하여 가상의 예제를 생성하는 방안에 관해 기술하고, 문자 인식 분야에서 일반적으로 많이 사용되는 여러 알고리즘에 대하여 다양한 가상 예제 생성 방안 및 다양한 생성 비율 따른 실험을 통해 그 효용성을 확인하였다

• Proceedings of the Korean Society of Computer Information Conference
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• 2024.01a
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• pp.235-238
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• 2024

본 논문은 환경 보호와 도시 이동성 최적화를 위한 효율적인 운행 수단인 카풀(Carpool)을 제안한다. 카풀은 도로의 차량 수를 감소시켜 도로 교통 혼잡과 주차 공간 필요성을 줄이는 효과를 가져온다. 또한 카풀은 운전자 개인이 부담해야 할 운행 비용을 여러 명이 함께 부담하여 경제적 부담을 감소시킨다. 본 프로젝트에서는 실시간 GPS를 이용하여 이용자의 실시간 위치를 파악하여 이용의 편의성과 안전성을 향상시켰다. 카카오페이 API를 활용한 선 결제 시스템, 파이어 베이스를 이용한 채팅 기능, 웹 소켓을 활용한 실시간 알람 기능을 이용하여 더욱 안전한 이용이 가능하도록 하였다. 웹 환경에서도 관리자가 회원들의 관리를 보다 효율적으로 할 수 있게 하였다. 본 논문에서는 기존의 카풀 서비스의 문제점을 제시하고 그에 대한 해결 방안을 구현하여 안전한 카플 서비스를 지원한다.