• Title/Summary/Keyword: GRAI

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Damage classification of concrete structures based on grey level co-occurrence matrix using Haar's discrete wavelet transform

  • Kabir, Shahid;Rivard, Patrice
    • Computers and Concrete
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    • v.4 no.3
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    • pp.243-257
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    • 2007
  • A novel method for recognition, characterization, and quantification of deterioration in bridge components and laboratory concrete samples is presented in this paper. The proposed scheme is based on grey level co-occurrence matrix texture analysis using Haar's discrete wavelet transform on concrete imagery. Each image is described by a subset of band-filtered images containing wavelet coefficients, and then reconstructed images are employed in characterizing the texture, using grey level co-occurrence matrices, of the different types and degrees of damage: map-cracking, spalling and steel corrosion. A comparative study was conducted to evaluate the efficiency of the supervised maximum likelihood and unsupervised K-means classification techniques, in order to classify and quantify the deterioration and its extent. Experimental results show both methods are relatively effective in characterizing and quantifying damage; however, the supervised technique produced more accurate results, with overall classification accuracies ranging from 76.8% to 79.1%.

Classification of Allium monanthum and A. grai by ISSR Markers (ISSR 마커를 이용한 달래와 산달래의 분류)

  • Lee, Sais-Beul;Kim, Chang-Kil;Oh, Jung-Yeol;Kim, Kyung-Min
    • Horticultural Science & Technology
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    • v.29 no.6
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    • pp.600-609
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    • 2011
  • One hundred twenty two accessions of 6 species in genus Allium were collected throughout 5 regions of Korea. Their genetic relationship was investigated by using inter simple sequence repeat (ISSR) markers. The morphological analysis was measured for 6 quantitative and quantified for 1 qualitative trait. ISSR analysis obtained a total of 370 polymorphic bands by using seventeen primers. The cluster analysis of genus Allium based on morphological data could identify three groups. The accessions of Allium belonged to the Allium monanthum clustered into five groups at genetic distance ranging from 0.94 on the base of ISSR analysis. Correlation analysis between morphological and ISSR analysis showed low coefficient(r = 0.036). These markers are thought to be used in research of molecular markers for classification and cross breeding of Allium monanthum and A. grai.

A Study on RFID Code Structure for Traceability System of Electric Vehicle Batteries (전기자동차 배터리 추적 시스템을 위한 RFID 코드체계 설계에 관한 연구)

  • Kim, Woo-Ram;Chang, Yoon-Seok
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.12 no.4
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    • pp.95-104
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    • 2013
  • As global warming and depletion of fossil fuel are considered as urgent problems, the development of electric vehicle (EV) is getting more attention by automobile industry. However, the wide adoption of EVs is not coming yet, because of many issues such as long recharging time and high cost of batteries etc. As an alternative solution to the conventional battery charging EV, the idea of battery exchanging EV is introduced. To realize the battery exchanging business model, one should solve the issues of ownership and reliability of battery. To address such issues, the concept of battery sharing should be considered together with good traceability system. In this study, we studied RFID code structure to provide better visibility and traceability for shared EV batteries. The proposed RFID code and code generation system is based on GRAI-96 of EPCglobal and included factors such as chemical, physical, and manufacturing features. The designed code can be also used as the ID of each battery.

A Study on the Improved Method for Mutual Suppression between of RFID is expected System and Algorithm (무선인식 시스템(RFID)에 적합한 알고리즘 분석 및 전파특성에 관한 연구)

  • Kang, Jeong-Yong
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.44 no.3
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    • pp.23-30
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    • 2007
  • RFID it reads information which is it writes, the semiconductor chip for and the radio frequency system which uses the hazard antenna it has built-in transmission of information it talks. Formation which is transmitted like this collection and America which it filtrates wey the RFID search service back to inform the location of the server which has commodity information which relates with an object past record server. The hazard where measurement analysis result the leader for electronic interference does not occur consequently together from with verification test the power level which is received from the antenna grade where it stands must maintain minimum -55dBm and the electronic interference will not occur with the fact that, antenna and reel his recognition distance the maximum 7m until the recognition which is possible but smooth hazard it must stand and and with the fact that it will do from within and and and 3-4m it must be used Jig it is thought.