• Title/Summary/Keyword: and object location

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A Study on Machine Learning Algorithm Suitable for Automatic Crack Detection in Wall-Climbing Robot (벽면 이동로봇의 자동 균열검출에 적합한 기계학습 알고리즘에 관한 연구)

  • Park, Jae-Min;Kim, Hyun-Seop;Shin, Dong-Ho;Park, Myeong-Suk;Kim, Sang-Hoon
    • KIPS Transactions on Software and Data Engineering
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    • v.8 no.11
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    • pp.449-456
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    • 2019
  • This paper is a study on the construction of a wall-climbing mobile robot using vacuum suction and wheel-type movement, and a comparison of the performance of an automatic wall crack detection algorithm based on machine learning that is suitable for such an embedded environment. In the embedded system environment, we compared performance by applying recently developed learning methods such as YOLO for object learning, and compared performance with existing edge detection algorithms. Finally, in this study, we selected the optimal machine learning method suitable for the embedded environment and good for extracting the crack features, and compared performance with the existing methods and presented its superiority. In addition, intelligent problem - solving function that transmits the image and location information of the detected crack to the manager device is constructed.

A Study on the Practice of Engineering Education through the Design and Production of Drones for Detecting Objects in Disaster Area (재난 지역의 물체를 탐지하기 위한 소형 무인기 설계와 제작을 통한 공학 교육의 실천에 관한 연구)

  • Kang, Byeong-Ju;Lee, Dae-Hee;Chang, Eun-Young
    • Journal of Practical Engineering Education
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    • v.9 no.1
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    • pp.15-21
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    • 2017
  • In order to satisfy the graduation requirements, the graduation work should be presented as an engineering dissertation system of the produced work and an outline of the procedure made by the major unit in accordance with the graduation thesis submission rules, and suggests necessary matters for improvement. The design content relates to a small unmanned aerial vehicle configuration for detecting personnel or objects in a disaster area. It is equipped with an infrared sensor and a GPS in the drone, the drone is control by using Blutooth communications. The drones detect the target and use the GPS to determine the location. As a result of the experiment, it was possible to detect the structure object within the range of 3~4 m, confirm the transmission of the position value in real time, and increase the communication distance by using RF communication.

Smart Phone Picture Recognition Algorithm Using Electronic Maps of Architecture Configuration (건물 배치 전자도면을 이용한 모바일 폰의 피사체 인지 방법)

  • Yim, Jae-Geol;Joo, Jae-Hun;Lee, Gye-Young
    • The Journal of Society for e-Business Studies
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    • v.17 no.3
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    • pp.1-14
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    • 2012
  • As the techniques of electronic and information are advancing, the computing power of a smart phone is becoming more powerful and the storage capacity of a smart phone is becoming larger. As the result, various new useful services are becoming available on smart phones. The context-aware service and mobile augmented reality have recently been the most popular research topics. For those newly developed services, identifying the object in the picture taken by the camera on the phone performs an extremely important role. So, many researches of identifying pictures have been published and most of them are based on the time consuming image recognition techniques. On the contrary, this paper introduces a very fast and effective method of identifying the objects on the photo making use of the sensor data obtained from the smart phone and electronic maps. Our method estimates the line of sight of the camera with the location and orientation information provided by the smart phone. Then it finds any element of the map which intersects the line of sight. By investigating those intersecting elements, our method identifies the objects on the photo.

Optimal Spacings for Urban Arterial Network (도시간선도로망(都市幹線道路網)의 적정간격(適正間隔))

  • Park, Chang Ho
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.2 no.3
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    • pp.33-41
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    • 1982
  • Development is given for an analytical approach that can investigate parameters characterizing road network geometry. A grid transportation network having a hierarchy structure is considered on a homogeneous and isotropic urban plane in which trip origins and destinations are uniformly dispersed and the trip length distribution is independent of the location of the origin. The object is to find the optimal spacings between urban arterials so as to minimize the sum of travel and construction costs, subject to the hypothesis that a trip assignment follows the Wardrop's first principle. The proposed approach is not the genera method for determining an efficient network layout, but can be used as basic concept for generating and evaluating urban road network alternatives. Given an O-D table and cost estimates the approach is able to outline at least in a qualitative sense the optimal spacings of urban arterial roads.

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Fast Axis Estimation from 3D Axially-Symmetric Object's Fragment (3차원 회전축 대칭 물체 조각의 축 추정 방법)

  • Li, Liang;Han, Dong-Jin;Hahn, Hern-Soo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.6
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    • pp.748-754
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    • 2010
  • To reduce the computational cost required for assembling vessel fragments using surface geometry, this paper proposes a fast axis estimation method. Using circular constraint of pottery and local planar patch assumption, it finds the axis of the symmetry. First, the circular constraint on each cylinder is used. A circular symmetric pot can be thought of unions of many cylinders with different radii. It selects one arbitrary point on the pot fragment surface and searches a path where a circumference exists on that point. The variance of curvature will be calculated along the path and the path with the minimum variance will be selected. The symmetric axis will pass through the center of that circle. Second, the planar patch assumption and profile curve is used. The surface of fragment is divided into small patches and each patch is assumed as plane. The surface normal of each patch will intersects the axis in 3D space since each planar patch faces the center of the pot. A histogram method and minimization of the profile curve error are utilized to find the probability distribution of the axis location. Experimental results demonstrate the improvement in speed and robustness of the algorithms.

Analysis and Design of Smart-phone App. for O2O Restaurant Service (O2O 음식점 서비스 개발을 위한 스마트폰 앱의 분석/설계)

  • Cho, Byung-Ho
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.10 no.2
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    • pp.125-132
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    • 2017
  • O2O service contribute to sales increment by marketing of offline store using online. In particular, O2O business allowed various services by smart-phone due to rapid increase of mobile device use and various services depend on customer's location. This O2O service play major roll in real purchase making of offline store. In smart-phone apps. development for O2O service, recent an Object-oriented Analysis and Design Method, that is, UML is more useful method than Structured Analysis and Design Method. Therefore in this paper, Software analysis and design method which is smart-pone app. for O2O restaurant service is presented. Also it shows that this analysis/design method is very useful for the Restaurant O2O Commercial System production.

Formation of Taesil of Royal Family in Yecheon Area and Its Significance in the Light of Local History (예천지역 왕실의 태실조성과 지역사적 의의)

  • Lee, Jae-Wan
    • Korean Journal of Heritage: History & Science
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    • v.49 no.2
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    • pp.70-85
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    • 2016
  • This study is to search for the significance of Taesil (Placenta Chamber) of royal family in the light of local history by examining the background that Yecheon area had been selected as building site of Taesil of Joseon and Goryeo dynasties and local correlation. In this study, Taesil in Yecheon area was formed at the area between Mt. Sobaek and Geumdangsil village which was promoted with the support of the royal family and given the responsibility of preserving Taesil as soon as Taeju (Owner of Placenta) was enthroned. It is because the formation of Taesil of royal family was an important event in the region, which strengthened the status of the region with the enthronement of Taeju. As shown in the case of Deposed Queen Lady Yun, Taesil of royal family was selected in accordance with the birthplace of Taeju and the relationship between the relevant area and royal family. Also as in the Case of King Jeongjo, this study says that the selection of Taesil site could be considered as the object of filial piety.

The System for 3D Image Obtain and Provide corresponding to User's Viewpoint (사용자 시점에 대응 3차원 영상 획득 및 제공 시스템)

  • Lee, Seung-Jae;Jeon, Yeong-Mi;Kim, Nam-Woo;Jeong, Do-Un
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.835-837
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    • 2016
  • In this research, Detect viewpoint of the user in other to obtain the coordinates and provided obtain a corresponding stereo images of different positions, Provide a system which can be observed remotely break the spatial limits. For system configuration Designed with a physical action such as left and right movement and rotation of the head is the largest factor in human viewpoint change. Therefore, this system is calculated to analyze user viewpoint, Control system for providing three-dimensional images obtained, It is implemented in network communication for data transmission, As the user observed the object in the same space even though free to observe a target at a remote location, Obtaining a stereo image that corresponds to the viewpoint providing a three-dimensional image, We implemented a system that provides the same visual effect and directly observed.

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A Chest Compression CPR Study Performed on a Main Stretcher : Comparative study between C-step and Over the Belly

  • Gyu-Sik Shim;Song-Yi Han
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.5
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    • pp.123-129
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    • 2024
  • CPR is very important to paramedics, but the chest compression performed while on the move main stretcher is less accurate. The purpose of this study is to find out the difference between performing chest compression on the side of the main stretcher using C-step and on the patient's over the belly in order to increase the effect of CPR on the main object while on the move. As a result of the study, the appropriate depth (t=4.132, p=.000) and speed (t=7.177, p=.000) were shown in the group to which the C-step was applied, and the accuracy was higher (t=6.774, p=.000). In addition, it was found that there were few location defects (t=-5.197, p=.000) and too shallow errors (t=-2.948, p=.008) in the group to which the C-step was applied. In conclusion, mounting a C-step on the main stretcher seems to help improve the quality of chest compression, and it is thought that this will increase the efficiency of chest compression.

Design Self-Organization Routing Protocol for supporting Data Security in Healthcare Sensor Network (헬스케어 센서 네트워크에서 데이터 보안을 지원한 자기구성 라우팅 프로토콜 설계)

  • Nam, Jin-Woo;Chung, Yeong-Jee
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.517-520
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    • 2008
  • Wireless sensor network supporting healthcare environment should provide customized service in accordance with context information such as continuous location change and status information for people or movable object. In addition, we should consider data transmission guarantees a person's bio information and privacy security provided through sensor network. In this paper analyzes LEACH protocol which guarantees the dynamic self-configuration, energy efficiency through configuration of inter-node hierarchical cluster between nodes and key distribution protocol used for security for data transmission between nodes. Based on this analysis result, we suggested self-configuration routing protocol supporting node mobility which is weakness of the existing LEACH protocol and data transmission method by applying key-pool pre-distribution method whose memory consumption is low, cluster unit public key method to sensor node.

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