• Title/Summary/Keyword: detection rate

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Comparison of detection rates Area sensors and 3D spatial division multiple sensors for detecting obstacles in the screen door (스크린도어의 장애물 검지를 위한 Area센서와 다중공간분할 3D센서의 검지율 비교 분석)

  • Yoo, Bong-Seok;Lee, Hyun-Su;Jin, Ju-Hyun;Kim, Jong-Sik
    • The Journal of the Korea institute of electronic communication sciences
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    • v.11 no.6
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    • pp.561-566
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    • 2016
  • A subway platform is equipped with screen doors in oder to avoid accidents of passengers, where Area sensors are installed for detecting obstacles in the screen doors. However, there exist frequent operating errors in screen doors due to dusts, sunlight, snow, and bugs. It is required to develope a detection device which reduces errors and elaborates detection function. In this paper, we compared the detection rates of the Area sensor the 3D sensor using CCTV-based image data with installing sensors at the screen door in Munyang station Daegu, where 3D sensor is applied with the space division multiple detection algorithms. It is measured that the detection rate of 3D sensor and Area sensor is approximately 89.61% and 78.88%, respectively. The results confirmed that 3D senor has higher detection rate compared with Area sensor with the rate of 6.87~9.79%, and 3D sensor has benefit in the aspect of installation fee.

Direction detection technique of radioactive contaminants based on rotating collimator (회전형 콜리메이터 기반 방사능 오염원의 방향탐지 기법)

  • Hwang, Young-Gwan;Song, Keun-Young;Lee, Nam-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.24 no.11
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    • pp.1519-1527
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    • 2020
  • AGeneral radiation measuring devices have been developed in the form of spatial dose rate detection devices that measure dose rates to radioactive contaminant and 2D or 3D imaging devices for radioactive contamination information. Each of these radiation detection techniques has advantages. The advantages of both detection devices are necessary to minimize personal injury and rapid decontamination in the area of a radioactive accident. In this paper, we proposed a technique that can measure the dose rate and direction information about the radioactive pollutant source in real time using a detection sensor, a rotating body, and a directional shield for radioactive pollutant detection. The rotational-based detection device is configured to check the dose rate and direction using the location information of the rotator and measurement value. We proposed a measurement technique for vertical and horizontal directions through multiple holes. It was confirmed that the measurement error for direction information was less than 1% when detected in the horizontal direction.

Robust Sign Recognition System at Subway Stations Using Verification Knowledge

  • Lee, Dongjin;Yoon, Hosub;Chung, Myung-Ae;Kim, Jaehong
    • ETRI Journal
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    • v.36 no.5
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    • pp.696-703
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    • 2014
  • In this paper, we present a walking guidance system for the visually impaired for use at subway stations. This system, which is based on environmental knowledge, automatically detects and recognizes both exit numbers and arrow signs from natural outdoor scenes. The visually impaired can, therefore, utilize the system to find their own way (for example, using exit numbers and the directions provided) through a subway station. The proposed walking guidance system consists mainly of three stages: (a) sign detection using the MCT-based AdaBoost technique, (b) sign recognition using support vector machines and hidden Markov models, and (c) three verification techniques to discriminate between signs and non-signs. The experimental results indicate that our sign recognition system has a high performance with a detection rate of 98%, a recognition rate of 99.5%, and a false-positive error rate of 0.152.

A Study of Epidemiology and Pathogenicity of Vibrio parahaemolyticus - III. Isolation of Vibrio parahaemolyticus around seashore of Masan (장염(腸炎) 비브리오의 역학(疫學) 및 병원성(病原性)에 관(關)한 연구(硏究) - III. 마산시(馬山市) 연안(沿岸)에서의 분리상황(分離狀況))

  • Jeong, Heung-Mo;Suh, Inn-Soo
    • The Journal of the Korean Society for Microbiology
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    • v.16 no.1
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    • pp.7-12
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    • 1981
  • This study was undertaken to know the distribution of V. parahaemolyticus in sea fishes feeding at an aquarium and from kitchen environments of restaurants located in Masan, Kyungnam, during May and June, 1979. Results obtained are as follows: The detection rate of V. parahaemolyticus was calculated as 21.1% from 1103 specimens; as 38.1% from 336 sea fishes and as 10.4% from 675 kitchen environments. The detection rate of V. parahaemolyticus were 49.6% from 127 sea fishes feeded at an aquarium contaminated by V. parahaemolyticus and 31.1% from 209 sea fishes feeded at an aquarium not contaminated by V. parahaemolyticus. The detection rate of V. parahaemolyticus were shown as 14.6% from 261 kitchen environments having an V. parahaemolyticus contaminated aquarium but as 7.7% from 414 kitchen environments of restaurants having an aquarium not contaminated by V. parahaemolyticus.

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Frameworks for NHPP Software Reliability Growth Models

  • Park, J.Y.;Park, J.H.;Fujiwara, T.
    • International Journal of Reliability and Applications
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    • v.7 no.2
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    • pp.155-166
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    • 2006
  • Many software reliability growth models (SRGMs) based on nonhomogeneous Poisson process (NHPP) have been developed and applied in practice. NHPP SRGMs are characterized by their mean value functions. Mean value functions are usually derived from differential equations representing the fault detection/removal process during testing. In this paper such differential equations are regarded as frameworks for generating mean value functions. Currently available frameworks are theoretically discussed with respect to capability of representing the fault detection/removal process. Then two general frameworks are proposed.

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Design of T-N2SCD Detection Model based on Time Window (타임 윈도우 기반의 T-N2SCD 탐지 모델 구현)

  • Shin, Mi-Yea;Won, Il-Young;Lee, Sang-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.11
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    • pp.2341-2348
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    • 2009
  • An intrusion detection technique based on host consider system call sequence or system call arguments. These two ways are suitable when system call sequence or order and length of system call arguments are out of order. However, there are two disadvantages which a false positive rate and a false negative rate are high. In this paper we propose the T-N2SCD detection model based on Time Window in order to reduce false positive rate and false negative rate. Data for using this experiment is provided from DARPA. As experimental results, the proposed model showed that the false positive rate and the false negative rate are lowest at an interval of 1000ms than at different intervals.

Successful First Round Results of a Turkish Breast Cancer Screening Program with Mammography in Bahcesehir, Istanbul

  • Kayhan, Arda;Gurdal, Sibel Ozkan;Ozaydin, Nilufer;Cabioglu, Neslihan;Ozturk, Enis;Ozcinar, Beyza;Aribal, Erkin;Ozmen, Vahit
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.4
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    • pp.1693-1697
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    • 2014
  • Background: The Bahcesehir Breast Cancer Screening Project is the first organized population based breast cancer mammographic screening project in Turkey. The objective of this prospective observational study was to demonstrate the feasibility of a screening program in a developing country and to determine the appropriate age (40 or 50 years old) to start with screening in Turkish women. Materials and Methods: Between January 2009 to December 2010, a total of 3,758 women aged 40-69 years were recruited in this prospective study. Screening was conducted biannually, and five rounds were planned. After clinical breast examination (CBE), two-view mammograms were obtained. True positivity, false positivity, positive predictive values (PPV) according to ACR, cancer detection rate, minimal cancer detection rate, axillary node positivity and recall rate were calculated. Breast ultrasound and biopsy were performed in suspicious cases. Results: Breast biopsy was performed in 55 patients, and 18 cancers were detected in the first round. The overall cancer detection rate was 4.8 per 1,000 women. Most of the screened women (54%) and detected cancers (56%) were in women aged 40-49. Ductal carcinoma in situ (DCIS) and stage I cancer and axillary node positivity rates were 22%, 61%, and 16.6%, respectively. The positive predictivity for biopsy was 32.7%, whereas the overall recall rate was 18.4 %. Conclusions: Preliminary results of the study suggest that population based organized screening are feasible and age of onset of mammographic screening should be 40 years in Turkey.

Intrusion Detection for Black Hole and Gray Hole in MANETs

  • She, Chundong;Yi, Ping;Wang, Junfeng;Yang, Hongshen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.7
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    • pp.1721-1736
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    • 2013
  • Black and gray hole attack is one kind of routing disturbing attacks and can bring great damage to the network. As a result, an efficient algorithm to detect black and gray attack is important. This paper demonstrate an adaptive approach to detecting black and gray hole attacks in ad hoc network based on a cross layer design. In network layer, we proposed a path-based method to overhear the next hop's action. This scheme does not send out extra control packets and saves the system resources of the detecting node. In MAC layer, a collision rate reporting system is established to estimate dynamic detecting threshold so as to lower the false positive rate under high network overload. We choose DSR protocol to test our algorithm and ns-2 as our simulation tool. Our experiment result verifies our theory: the average detection rate is above 90% and the false positive rate is below 10%. Moreover, the adaptive threshold strategy contributes to decrease the false positive rate.

Development of WMTS Module Based Pulse Rate Period Detection and Human Sensibility Evaluation System (WMTS 무선통신 모듈을 이용한 맥파의 주기검출 및 감성평가 시스템 개발)

  • Lee, Hyun-Min;Kim, Dong-Jun;Jeon, Ki-Man;Son, Jae-Gi
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.62 no.6
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    • pp.811-817
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    • 2013
  • In this study we present a system for pulse-rate period detection and human sensibility evaluation based on the wireless medical telemetry service (WMTS) used for transmission of data from medical telemetry devices to various medical facilities and services. We develop a medical-purpose specific WMTS communication module to transmit biometric signals. From the pulse rate variability(PRV) signal, we attempt to classify positive and negative emotional states based on analysis of the ratio of LF/HF in the frequency domain. We measure the data reception rate according to distance in order to test the performance of the WMTS module and analyze the effects on human sensibility evaluation.

Multiuser Detection Using Hopfield Neural Network Algorithm in Multi-rate CDMA Communications (멀티 레이트 CDMA환경에서의 홉필드 신경망 알고리즘을 이용한 다중 사용자 검출기법)

  • 주양익;김용석;고한석;차균현
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.3B
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    • pp.188-195
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    • 2002
  • In this paper, we consider efficient multiuser receiver structures using Hopfield neural network algorithm focused to construct a synchronous multi-rate code division multiple access (CDMA) system. Although the optimum receiver for multiuser detection can be realized attaining the best BER performance, it is too complex for practical implementation. Therefore, we propose near-optimal receivers of relatively low computationally complex multiuser detection structures for realizing multi-rate CDMA system and their performances are compared with conventional matched filter and other prominent multi-rate multiuser detectors, Computer simulations show that the Hopfield neural network based multiuser receiver achieves substantially better BER performance in Rayleigh fading environments.