• Title/Summary/Keyword: object counting

Search Result 63, Processing Time 0.023 seconds

Real Time Crowd Estimation System Using Embedded Hardware (임베디드 하드웨어 기반 실시간 군중 혼잡도 추정 시스템)

  • Jeong, Cheol-Jun;Park, Kwang-Young;Park, Gooman
    • Journal of Satellite, Information and Communications
    • /
    • v.8 no.4
    • /
    • pp.26-29
    • /
    • 2013
  • In order to estimate people crowdedness in public area, the texture based method or motion based method can be used. In this paper we have proposed a mixed method. By designating the region of interest, we made the degree of crowdedness more accurate. The feature normalization also reduced the image distortion which results from difference of camera angle. The proposed system was optimized to real time embedded hardware system.

New Inchworm type Actuator with I/Q heterodyne Interferometer Feedback for a Long Stroke Precision Stage

  • Moon Chanwoo;Lee Sungho;Chung J.K
    • International Journal of Precision Engineering and Manufacturing
    • /
    • v.6 no.2
    • /
    • pp.34-39
    • /
    • 2005
  • The precision stage is an essential device for optic fiber assembly systems, micro machines and semiconductor equipments. A new piezoelectric inchworm type actuator is proposed to implement an actuator-integrated long-stroke linear stage. An in-and-quadrature phase (I/Q) heterodyne interferometer is developed as a feedback sensor of a servo system, and a synchronized counting method is proposed. The proposed measurement system can measure the accurate position of fast moving object with robustness to external sensing noise from actuator vibration. The developed servo stage will be applied to optic fiber device assembly system.

Detecting and Counting People system based on Vision Sensor (비전 센서 기반의 사람 검출 및 계수 시스템)

  • Park, Ho-Sik
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
    • /
    • v.6 no.1
    • /
    • pp.1-5
    • /
    • 2013
  • The number of pedestrians is considered essential information which can be used to control a person who makes a entrance or a exit into a building. The number of pedestrians, also, can be used to help to manage pedestrian traffic and the volume of pedestrian flow within the building. Due to the fact there is incorrect detection by occluded, shadows, and illumination, however, difficulty can arise in existing system which is for detection and counts of a person who makes a entrance or a exit into a building. In this paper, it is minimized that the change of illumination and the effect of shadow through the transmitted image from camera which is created and processed with great adaptability. The accuracy of the calculations can be increase as well by using Kalman Filter and Mean-Shift Algorithm in order to avoid overlapped counts. As a result of the test, it is proved that the count method that shows the accuracy of 95.4% should be effective for detection and counts.

Parking Lot Vehicle Counting Using a Deep Convolutional Neural Network (Deep Convolutional Neural Network를 이용한 주차장 차량 계수 시스템)

  • Lim, Kuoy Suong;Kwon, Jang woo
    • The Journal of The Korea Institute of Intelligent Transport Systems
    • /
    • v.17 no.5
    • /
    • pp.173-187
    • /
    • 2018
  • This paper proposes a computer vision and deep learning-based technique for surveillance camera system for vehicle counting as one part of parking lot management system. We applied the You Only Look Once version 2 (YOLOv2) detector and come up with a deep convolutional neural network (CNN) based on YOLOv2 with a different architecture and two models. The effectiveness of the proposed architecture is illustrated using a publicly available Udacity's self-driving-car datasets. After training and testing, our proposed architecture with new models is able to obtain 64.30% mean average precision which is a better performance compare to the original architecture (YOLOv2) that achieved only 47.89% mean average precision on the detection of car, truck, and pedestrian.

A Real-time People Counting Algorithm Using Background Modeling and CNN (배경모델링과 CNN을 이용한 실시간 피플 카운팅 알고리즘)

  • Yang, HunJun;Jang, Hyeok;Jeong, JaeHyup;Lee, Bowon;Jeong, DongSeok
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.54 no.3
    • /
    • pp.70-77
    • /
    • 2017
  • Recently, Internet of Things (IoT) and deep learning techniques have affected video surveillance systems in various ways. The surveillance features that perform detection, tracking, and classification of specific objects in Closed Circuit Television (CCTV) video are becoming more intelligent. This paper presents real-time algorithm that can run in a PC environment using only a low power CPU. Traditional tracking algorithms combine background modeling using the Gaussian Mixture Model (GMM), Hungarian algorithm, and a Kalman filter; they have relatively low complexity but high detection errors. To supplement this, deep learning technology was used, which can be trained from a large amounts of data. In particular, an SRGB(Sequential RGB)-3 Layer CNN was used on tracked objects to emphasize the features of moving people. Performance evaluation comparing the proposed algorithm with existing ones using HOG and SVM showed move-in and move-out error rate reductions by 7.6 % and 9.0 %, respectively.

Assessment of the Radiological Inventory for the Reactor at Kori NPP Using In-Situ Measurement Technology (In-Situ 측정법을 이용한 고리 원자로 방사선원항 평가)

  • Jeong, Hyun Chul;Jeong, Sung Yeop
    • Journal of Nuclear Fuel Cycle and Waste Technology(JNFCWT)
    • /
    • v.12 no.2
    • /
    • pp.171-178
    • /
    • 2014
  • After the expiration of operating license of a plant, all infrastructures within the plant must be safely dismantled to the point that it no longer requires measures for radiation protection. Despite the fact that Kori 1 and Wolsong 1 are close to the expiration of their operating license, sufficient technologies for radiological characterization, decontamination and dismantling is still under development. The purpose of this study is to develop one of methods for radiological inventory assessment on measuring object by using direct measure of large component with In-Situ measurement technique. Radiological inventory was assessed by analyzing nuclide using portable gamma spectroscopy without dismantling reactor head, and the result of direct measurement was supplemented by performing indirect measurement. Radiochemical analysis were performed on surface contamination samples as well. During the study, radiological inventory of reactor vessel calculated expanding the result. Based on the result and the radioactivity variation of each radionuclides time frame for decommissioning can be decided. Thus, it is expected that during the decommissioning of plants, the result of this study will contribute to the reduction of radiation exposure to workers.

Legalistic Study Of The Subrogation Payment System In Emergency Medicine (현행 응급의료비 미수금대불제도에 대한 법리적 고찰)

  • Song, Ki-Min;Kim, Yoon-Shin;Lee, Young-Ho
    • The Korean Society of Law and Medicine
    • /
    • v.9 no.2
    • /
    • pp.139-179
    • /
    • 2008
  • This study was carried out to investigate the present conditions and discuss the issues of the Subrogation payment system in emergency medicine. Hitherto preceding study is focusing on controversial of management or efficient control of Subrogation payment system in emergency medicine. The object of this study is legalistic study of the Subrogation payment system in emergency medicine. The Current legalistic issues of subrogation payment system in emergency medicine are the following aspects; Firstly, there are a claimant conformity to the standard limit. Secondly, the review system is not propriety of the promptitude. Thirdly, there is a lack of propriety claim for compensation of a support responsible person. Fourthly, there are objectivity and fairness of administrative appeal system Fifthly, the point where one starts counting of extinctive prescription. Sixthly, the administrative punishment is an illogical system. Lastly, equity and fairness of the Review Agency, as an insurance company and an review Agency are sameness In conclusion, we ought to improvement an unnecessary obstructions of promptitude in the Subrogation payment system in emergency medicine, and ensure a right of emergency medicine without delay.

  • PDF

Characteristic of Wooden Toy for Infants (유아용 목재완구의 특성분석)

  • Cho, Sook-Kyung;Noh, Eun-Ho;Yang, Seung-Hee
    • Journal of the Korea Furniture Society
    • /
    • v.20 no.4
    • /
    • pp.317-325
    • /
    • 2009
  • On the ground of that toy as for infants is an important tool for education as well as play and furthermore it has a great influences on their growth and development, the present study intends to analyze the characteristics of the infant-oriented toys made of wood, the environment-friendly material. Object of the study includes the infants aged 2 to 7, and the wooden toy not only in domestic also international cases are investigated and analyzed from the point of function and design in particular, and the infant-oriented wooden toy is finally characterized. The wooden toys are classified in 5 items according to functions. There are toy helping a physical development like small muscles, toy improving the creativity, toy assisting language learning like Korean & English, toy contributing to number understanding and counting, and toy for imitation of social roles. The characteristics of the wooden toy are that the natural color & grain of wood are shown first, and also the natural texture & aroma of wood are felt secondly, and geometric design and shape are often presented thirdly, and recycling is available fourthly, and it is expensive finally. In order to revitalize the wooden toys lagging behind the cheap and diverse toys made of plastic, it is highly needed that development of the environment-friendly painting, unique design, marketing strategy of enterprises and use of domestic wood material.

  • PDF

Combined X-ray CT-SPECT System with a CZT Detector

  • Kwon, Soo-Il;Koji Iwata;Hasegawa, B-H
    • Proceedings of the Korean Society of Medical Physics Conference
    • /
    • 2002.09a
    • /
    • pp.379-381
    • /
    • 2002
  • A single CdZnTe detector is tested for suitability in a prototype CT/ SPECT system designed to acquire both emission and transmission data. The detector has the size of 1${\times}$l-cm$^2$ with 4${\times}$4 1.5${\times}$l.5mm$^2$ pixellated anodes. Since the detector is smaller than imaged object, we translated it in an arc centered at the x-ray tube to image larger objects. Pulse counting electronics with very short shaping time (50 ns) are used to satisfy high photon rates in x-ray imaging, and response linearity up to 3${\times}$10$\^$5/ counts per second per detector element is achieved. The energy resolution of 122-keV gamma-ray is measured to be 14%. We have characterized the system performance by scanning a radiographic resolution phantom .and the Hoffman brain phantom. The spatial resolution of CT and SPECT are about 1 mm and 7 mm, respectively.

  • PDF

Recombinant Adenoviral Vector Containing Tumor-Specific L-Plastin Promoter Fused to Cytosine Deaminase Gene as a Transcription Unit: Generation and Functional Test

  • Chung, In-Jae;Deisseroth, Albert-B.
    • Archives of Pharmacal Research
    • /
    • v.27 no.6
    • /
    • pp.633-639
    • /
    • 2004
  • The expression of therapeutic transgenes in recombinant adenoviral vectors is a major cause of toxicity in dividing cancer cells as well as non dividing normal cells. To solve the problem of toxicity to normal cells, we have reported on a recombinant adenoviral vector system (AdLP-) in which the expression of the transgene is directed by the tumor-specific L-plastin promoter (LP) (Chung et al., 1999). The object of this study was to generate a recombinant adenoviral vector system which would generate tumor cell specific expression of cytosine deaminase (CD) gene. We report the construction of a replication-incompetent adenoviral vector in which CD is driven by the L-plastin promoter (AdLPCD). Infection of 293 cells by AdLPCD generated the functional CD protein as measured by HPLC analysis for the conversion of 5-Fluorocy-tosine (5-FC) to 5-Fluorouracil (5-FU). HPLC analysis in conjunction with counting radioactivity for [6-$^3$H]-5FC and [6-$^3$H]-5FU demonstrated vector dose-dependent conversion of 5-FC to 5-FU in AdLPCD infected ovarian cancer cells. The results from present and previous studies(Peng et al., 2001; Akbulut et al., 2003) suggest that the use of the AdLPCD/5-FC system may be of value in the treatment of cancer including microscopic ovarian cancer in the peritoneal cavity.