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        The Robust Derivative Code for Object Recognition

        ( Hainan Wang ),( Baochang Zhang ),( Hong Zheng ),( Yao Cao ),( Zhenhua Guo ),( Chengshan Qian ) 한국인터넷정보학회 2017 KSII Transactions on Internet and Information Syst Vol.11 No.1

        This paper proposes new methods, named Derivative Code (DerivativeCode) and Derivative Code Pattern (DCP), for object recognition. The discriminative derivative code is used to capture the local relationship in the input image by concatenating binary results of the mathematical derivative value. Gabor based DerivativeCode is directly used to solve the palmprint recognition problem, which achieves a much better performance than the state-of-art results on the PolyU palmprint database. A new local pattern method, named Derivative Code Pattern (DCP), is further introduced to calculate the local pattern feature based on Dervativecode for object recognition. Similar to local binary pattern (LBP), DCP can be further combined with Gabor features and modeled by spatial histogram. To evaluate the performance of DCP and Gabor-DCP, we test them on the FERET and PolyU infrared face databases, and experimental results show that the proposed method achieves a better result than LBP and some state-of-the-arts.

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        A BIM Based Approach for Structural Health Monitoring of Bridges

        Xiaofei Li,Yuyu Xiao,Hainan Guo,Jisong Zhang 대한토목학회 2022 KSCE Journal of Civil Engineering Vol.26 No.1

        With the development of bridges, independent condition assessment of large-scale bridges has garnered significant attention over the past few decades. Data-driven structural health monitoring (SHM) techniques offer valuable information on the existing health of the structures, maintain safety, and uninterrupted use under varied operational conditions by undertaking timely risk and hazard mitigation. Traditional approaches, however, are not enough to monitor a large amount of SHM data and conduct systematic decision making for future maintenance. In this paper, a bridge health monitoring system is developed through the combination of building information modeling (BIM) and traditional bridge health monitoring that can organize and visualize a considerable amount of sensor data and subsequent structural health information over a prolonged period. The system can identify the structural damage by evaluating the data from sensors using Wigner-Ville distribution (WVD) in bilinear time-frequency analysis. A BIM-enabled platform is utilized to develop the proposed visualization tool for a long-span bridge and enable automated sensor data inventory into the BIM environment. The system has been tested for its robustness and functionality against the development requirements, and the results showed promising potential to support more effective bridge information management.

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        Surface structure-dependent hydrophobicity/oleophilicity of pyrite and its influence on coal flotation

        Xin Qi,Xin Li,Yannan Liang,Hainan Wang,Wei Guo,Xingshun Cong,Fakui Lv,Haijun Zhang 한국공업화학회 2020 Journal of Industrial and Engineering Chemistry Vol.87 No.-

        Flotation is an important method to remove the inorganic sulfur from coal. Its effect depends on thedifference in adhesion between coal and pyrite to air bubbles andflotation reagents. In this study, theinterface properties of coal powder/plate and pyrite powder/crystals were investigated using acomprehensive approach combining wetting process, induction time, contact angle, and X-rayphotoelectron spectroscopy. The experimental results show that the spreading and adsorption speedof diethyl phthalate on pyrite crystals and powder is close to that on coal surface in the air. However, theadsorption rate of pyrite to water is much higher than that of coal. In aqueous environment, it is difficultfor diethyl phthalate to spread on pyrite crystals, especially in alkaline solution. The difference ofhydrophobicity between coal and pyrite at air–water interface is smaller than that at oil–water interface. The adhesion of air bubble and reagent droplet on three pyrite facets is also different. The oxidation ofpyrite {100} is faster and greater than that of {210} and {111} facets in alkaline solution, which is beneficialto the coal desulfurization. Thesefindings disclose the hydrophobicity/oleophilicity and structure-reactivity dependence of pyrite in theflotation.

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