• Title/Summary/Keyword: goal detection

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Football match intelligent editing system based on deep learning

  • Wang, Bin;Shen, Wei;Chen, FanSheng;Zeng, Dan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.10
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    • pp.5130-5143
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    • 2019
  • Football (soccer) is one of the most popular sports in the world. A huge number of people watch live football matches by TV or Internet. A football match takes 90 minutes, but viewers may only want to watch a few highlights to save their time. As far as we know, there is no such a product that can be put into use to achieve intelligent highlight extraction from live football matches. In this paper, we propose an intelligent editing system for live football matches. Our system can automatically extract a series of highlights, such as goal, shoot, corner kick, red yellow card and the appearance of star players, from the live stream of a football match. Our system has been integrated into live streaming platforms during the 2018 FIFA World Cup and performed fairly well.

Prototype Development of GPS Jammer Localization System for GPS based Air Navigation System (GPS기반 항공 항법 장비를 위한 전파위협원 위치추적 시작품 개발)

  • Kang, Jae Min;Lim, Deok Won;Chun, Sebum;Heo, Moon Beom;Yeom, Chan Hong
    • Journal of Aerospace System Engineering
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    • v.8 no.2
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    • pp.40-48
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    • 2014
  • In this paper, a prototype of GPS jammer localization system for precise landing is developed. The jammer localization system consists of the four jamming signal receivers for collecting RF signal, one central tracking station for estimating jammer position, and one monitoring station for displaying estimated position on the map. In order to estimate jammer location TDOA and AOA algorithm are introduced, and the function and design parameters of the developed prototype are proposed. CW, DSSS, Swept CW jamming signals were generated and used. From the results, it can be confirmed that developed system meets the performance goal.

The present and challenges of National Cancer Screening Program (국가 암 조기검진사업의 현황 및 발전 방향)

  • Park, Eun-Cheol;Gwak, Min-Seon;Lee, Ji-Yeong;Choe, Gwi-Seon;Sin, Hae-Rim
    • Journal of Korea Association of Health Promotion
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    • v.3 no.2
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    • pp.280-287
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    • 2005
  • The Government bean implementing the National Cancer Screening Program(NCSP) in 1999 and expanded its target population and target cancers. The target cancers of NCSP since 2004 are the five most common cancers in Korea: stomachm liver colorectal, breast, cervical cancer. One goal of the NCSP in 2005 is to include in its target population up to lower 50% of premiu of National Health Insurance. The Government and National Cancer Center have bee developing the protocol for the NCSP with associated related academic societies Health Centers operate the NCSP with National Health Insurance Cooperation. The Particioants of NCSP in 2004 are 1.34million, 14% of target population and the detection rate 2004 is 0.07%. NCSP has three challenges. Firstly, NCSP improves the participant rate through educating cancer screening increasing the access of screening(e.g. mobile screening unit), and increasing reimbursement fee Secondly NCSP assesses the quality of screening with related academic societies and implement the intervention for quality improvement. Thirdly, NCSP continues to increase the cost-effectiveness through modification of target population, screening interval, method, and information system.

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Stiffness Characteristics of Salt Cementation according to Depth (깊이에 따른 소금의 고결화 강성특성)

  • Eom, Yong-Hun;Byun, Yong-Hoon;Truong, Q. Hung;Lee, Jong-Sub
    • Proceedings of the Korean Geotechical Society Conference
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    • 2009.09a
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    • pp.472-481
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    • 2009
  • Cementation phenomenon has a huge influence on geotechnical stiffness and strength under low confining pressure. The goal of this study is to evaluate the characteristics of stiffness according to the depth. The piezo disk elements are installed at each layer of the cell for the detection of the compressional waves. The change of compressional wave velocity is classified by three stages. The compressional wave velocities are shown different according to the depth. The compressional wave velocity is especially influenced by cementation, effective stress, and coordinate number. Furthermore, the electrical conductivity and cone tip resistance are measured according to the depth. The electrical conductivity and the cone tip resistance show the similar trend with the compressional wave velocity. This study shows that the cementation by salt is affected by the depth on the granular materials.

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Collison-Free Trajectory Planning for SCARA robot (스카라 로봇을 위한 충돌 회피 경로 계획)

  • Kim, T.H.;Park, M.S.;Song, S.Y.;Hong, S.K.
    • Proceedings of the KIEE Conference
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    • 1998.07g
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    • pp.2360-2362
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    • 1998
  • This paper presents a new collison-free trajectory problem for SCARA robot manipulator. we use artificial potential field for collison detection and avoidance. The potential function is typically defined as the sum of attractive potential pulling the robot toward the goal configuration and a repulsive potential pushing the robot away from the obstacles. In here, end-effector of manipulator is represented as a particle in configuration space and moving obstacles is simply represented, too. we consider not fixed obstacle but moving obstacle in random. So, we propose new distance function of artificial potential field with moving obstacle for SCARA robot. At every sampling time, the artificial potential field is update and the force driving manipulator is derived from the gradient vector of artificial potential field. To real-time path planning, we apply very simple modeling to obstacle. Some simulation results show the effectiveness of the proposed approach.

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Clinical Situations in which Musculoskeletal Ultrasound is Helpful (근골격계 초음파검사가 도움이 되는 진료 상황)

  • Cho, Kil-Ho
    • Journal of Yeungnam Medical Science
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    • v.18 no.2
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    • pp.170-186
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    • 2001
  • Musculoskeletal ultrasound (MSUS) has newly evolved by the mechanical improvement of the machine over past several years, becoming a part of imaging techniques for the evaluation of variable diseases in the musculoskeletal system. MSUS has proven diagnostic superiority in pathologies including rotator cuff disease of the shoulder, lateral epicondylitis of the elbow, diseases of the peripheral nerve, detection of intra-articular loose bodies and soft tissue foreign bodies, and in evaluating small superficial soft tissue tumors such as ganglion, epidermoid cyst, and glomus tumor. Besides, MSUS is very useful for obtaining tissue or fluid via percutaneous fine needle aspiration and/or biopsy for the histopathologic diagnosis. Combining MSUS with MR would play a great role in the field of the diagnostic imaging of the musculoskeletal system. The MSUS examiner should have the knowledge of cross-sectional anatomy, and of the mechanical and physical properties of ultrasound in order to interpret the ultrasound findings accurately and properly, and to avoid diagnostic errors due to variable artifacts subsequently. The goal of this article is to introduce the capabilities of MSUS in certain kinds of clinical situation and to familiarize the reader with MSUS. For the purpose, author intends to describe this article according not to the disease-, or organ-based, but to the clinical problem-based format.

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Intelligent bolt-jointed system integrating piezoelectric sensors with shape memory alloys

  • Park, Jong Keun;Park, Seunghee
    • Smart Structures and Systems
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    • v.17 no.1
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    • pp.135-147
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    • 2016
  • This paper describes a smart structural system, which uses smart materials for real-time monitoring and active control of bolted-joints in steel structures. The goal of this research is to reduce the possibility of failure and the cost of maintenance of steel structures such as bridges, electricity pylons, steel lattice towers and so on. The concept of the smart structural system combines impedance based health monitoring techniques with a shape memory alloy (SMA) washer to restore the tension of the loosened bolt. The impedance-based structural health monitoring (SHM) techniques were used to detect loosened bolts in bolted-joints. By comparing electrical impedance signatures measured from a potentially damage structure with baseline data obtained from the pristine structure, the bolt loosening damage could be detected. An outlier analysis, using generalized extreme value (GEV) distribution, providing optimal decision boundaries, has been carried out for more systematic damage detection. Once the loosening damage was detected in the bolted joint, the external heater, which was bonded to the SMA washer, actuated the washer. Then, the heated SMA washer expanded axially and adjusted the bolt tension to restore the lost torque. Additionally, temperature variation due to the heater was compensated by applying the effective frequency shift (EFS) algorithm to improve the performance of the diagnostic results. An experimental study was conducted by integrating the piezoelectric material based structural health monitoring and the SMA-based active control function on a bolted joint, after which the performance of the smart 'self-monitoring and self-healing bolted joint system' was demonstrated.

Treatment of Diabetic Charcot Arthropathy (당뇨병성 샤콧 관절의 치료)

  • Chung, Hyung-Jin
    • Journal of Korean Foot and Ankle Society
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    • v.17 no.4
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    • pp.243-250
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    • 2013
  • Diabetic Charcot arthropathy is a severe joint disease in the foot and ankle that can result in fracture, permanent deformity, limb loss. Although recent research has improved our level of knowledge regarding its etiology and treatment, it still remains a poorly understood disease. It is a serious and potentially limb-threatening lower-extremity late complication of diabetes mellitus and its diagnosis is commonly missed upon initial presentation. Clinicians treating diabetic patients should be vigilant in recognizing early signs of acute Charcot arthropathy, such as pain, warmth, edema, or pathologic fracture in a neuropathic foot. Early detection and prompt treatment can prevent joint and bone destruction. If left untreated, it can reduce overall quality of life and dramatically increase morbidity and mortality of patients. The goal of this manuscript is to evaluate the current concepts of Charcot arthropathy through review of various literature and help clinicians decide the treatment strategy.

A Novel Linearization Method of Sin/Cos Sensor Signals Used for Angular Position Determination

  • Zivanovi, Dragan;Lukic, Jelena;Denic, Dragan
    • Journal of Electrical Engineering and Technology
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    • v.9 no.4
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    • pp.1437-1445
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    • 2014
  • In this paper a novel method for angular position determination using sensors with sin/cos output and without an excitation signal, is presented. The linearization of the sensor transfer characteristic and digitalization of the measurement results are performed simultaneously with a goal to increase the measurement resolution. This improvement is particularly important for low angular velocities, and can be used to increase the resolution of incremental Hall, magnetic and optical sensors. This method includes two phases of sin/cos signal linearization. In the first linearization phase the pseudo-linear signal is generated. The second linearization phase, executed by the two-stage piecewise linear ADC, is an additional linearization of the pseudo-linear signal. Based on the LabVIEW software simulations of the proposed method, the contribution of each processing phase to a final measurement error is examined. After the proposed method is applied within $2{\pi}$ [rad] range, the maximal nonlinearity is reduced from 0.3307 [rad] ($18.9447^{\circ}$) to $3{\cdot}10^{-4}$ [rad] ($0.0172^{\circ}$).

Landslide Detection using Wireless Sensor Networks (사면방재를 위한 무선센서 네트워크 기술연구)

  • Kim, Hyung-Woo;Lee, Bum-Gyo
    • 한국방재학회:학술대회논문집
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    • 2008.02a
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    • pp.369-372
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    • 2008
  • Recently, landslides have frequently occurred on natural slopes during periods of intense rainfall. With a rapidly increasing population on or near steep terrain in Korea, landslides have become one of the most significant natural hazards. Thus, it is necessary to protect people from landslides and to minimize the damage of houses, roads and other facilities. To accomplish this goal, many landslide prediction methods have been developed in the world. In this study, a simple landslide prediction system that enables people to escape the endangered area is introduced. The system is focused to debris flows which happen frequently during periods of intense rainfall. The system is based on the wireless sensor network (WSN) that is composed of sensor nodes, gateway, and server system. Sensor nodes comprising a sensing part and a communication part are developed to detect ground movement. Sensing part is designed to measure inclination angle and acceleration accurately, and communication part is deployed with Bluetooth (IEEE 802.15.1) module to transmit the data to the gateway. To verify the feasibility of this landslide prediction system, a series of experimental studies was performed at a small-scale earth slope equipped with an artificial rainfall dropping device. It is found that sensing nodes installed at slope can detect the ground motion when the slope starts to move. It is expected that the landslide prediction system by wireless senor network can provide early warnings when landslides such as debris flow occurs.

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