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4th International Conference on Energy and Environmental Protection (ICEEP 2015) Shenzhen, China 2 – 4 June 2015 Volume 1 of 7 ISBN: 978-1-5108-3756-0 Printed from e-media with permission by: Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 Some format issues inherent in the e-media version may also appear in this print version. Copyright© (2015) by DEStech Publications, Inc. All rights reserved. Printed by Curran Associates, Inc. (2017) For permission requests, please contact DEStech Publications, Inc. at the address below. DEStech Publications, Inc. 439 North Duke Street Lancaster PA 17602-4967 USA Phone: (717) 290-1660 Fax: (717) 509-6100 [email protected] Additional copies of this publication are available from: Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 USA Phone: 845-758-0400 Fax: 845-758-2633 Email: [email protected] Web: www.proceedings.com Table of Contents Preface Committees The Design of the Multisensor Monitoring Device Based on STM32F103RB and GPS for the Elderly . 1 CHAO WANG and PENGCHENG LIU The Simulation of the Underground Pressure about the Gob-side Entry Retaining . .7 JIANJUN SHI and QIFENG ZHAO Study on the Properties of Hot Spot-resistant Components . 12 XIANGSAI FENG, HONGQIAO QIAO, HAILEI ZHANG, YINBIN TANG, CHONG WANG, CHUANMING XU and XINKAN ZHAO Variable Frequency Control Simulation for Ground Source Heat Pump System Based on TRNSYS . 16 HUI LI and HAOGANG YANG The Impact of Changes in Industrial Structure of the Yangtze River Economic Zone on Energy Consumption . 21 GUIYAN SUN and CHUANSHENG WANG Frequency Control Strategy of Islanding Microgrid Based on Capacity Detection of Battery. 29 JIHONG ZHANG, CHUAN LI, ZHIYONG HE and XUFENG LIU The Harmless Disposal Study on Chromium Slag . 34 JIANBO HAN, JIAHUAN YU, YONGCHAO WANG, PENG PENG and YING LIU Preparation, Characterization and Photocatalytic Performance of F, Bi-codoped TiO2 Single Crystals . 39 WENTAO YI, CHUNYAN YAN, HAN ZHANG and XIAOXIA WU Problems to Be Noted in Optimization of Uranium Mine Ventilation System . 44 YUEPING YANG and PENG LIU Research and Application of SRV Fracturing . 48 JIANG JIANFANG, WENG DINGWEI, GUO LIANG, ZHENG LIHUI and CHEN MING PCBs Concentrations, Homolog Profiles and Source in Different Types of Soils from a Coastal City-Tianjin . 57 ZHIYONG LI, PENG ZHAOAND and LAN CHEN Magma Evolution and Holocene Eruption Phases of the Tianchi Volcano, Changbai Mountain . 61 YUE LI, ZHENHAN WU, JINLONG DONG, JIWEN WU and YONGGAO HUANG Environmental Factor Identification and Importance Evaluation in Petrochemical Enterprises . .74 BO MU, TINGCHUN WANG, RUIZHEN LUO, RUIQING WU, LIN WANG and PINGJUN DONG Study on Approach of Remnant Ore Recovery in One Iron Mine . 79 MA DONG, LIU DIANJUN, GONG GUOHUI and CHANG SHUAI The Hardware Circuit Design of the Navigation and Positioning System Based on Laser Source . 83 ZHONG-GANG XIONG, XING JIN and SHA YANG Distribution Characteristic of Power-frequency Electromagnetic Field in 500 kV Substations . 87 HUALIANG LI, LI LI and JIAWEN LIU Characterization and Possible Use on Manufacturing Zeolite of Ladle Furnace Slag . 93 YI HUANG Achieve the Function of a Center Getting Based on CNC System . 99 DONGSHENG YOU Compare and Apply Security Zone Settings on CNC Machine Tools . 105 DONGSHENG YOU Optimization Method of Residential Air-condition Load Based on TOU. 109 SHI YUAN and ZHANG JUNFANG Research on Segmentation Method of True Color Image Based on SVM . 115 YONGLI MA, ZHIYING ZHAO and GANGYONG YU The Analysis of Optimized Intelligent System of Multi-objective Unit Combination Based on Power Grid State Recognition . 120 LIZHENG SHAO, DUNNAN LIU, QIANGMING ZHOU, TIANQI TANG, XU CHENG and XUELEI ZHAN Effect of Wettability on Polymer Flooding . 125 XU KE, LIU WEIDONG, WANG TAO, XIAO HANMIN and SUN LINGHUI Low Output of Crude Oil Pipeline Running Economic Feasibility Evaluation . 130 YEHONG HU Preparation and Adsorption Property of New Layered Double Hydroxides Intercalated with Sodium Alginate . 135 CHUNYAN YAN and WENTAO YI Influences of Meteorological Conditions on Air Pollution in Peninsula-based City. 139 NANNAN ZHANG, LEI YU, JUN WAN and YI WANG Research and Design of Soft Light Auxiliary Lighting System Using in Underground . 146 XING JIN Weighted Orlicz Norm Estimate for Green’s Operator . 152 HUACAN LI, QUNFANG LI and SHIYU LI Study on Strata Behaviours at Face of Gradient and Thin Coal Seam . 157 WENSHENG ZHANG and YONGLI LIU Synthesis and Biological Evaluation of Ferrocene Derivatives Coupling with N-heterocyclic on Human Breast Cancer . 163 YUN WU and YU-JIE REN Research and Implementation of the Process Information Management System for Manufacturing Enterprises . 169 ZHENGMING HUI and GUOXIAO JUN Rapid Determination of Moisture in Fructus Ligustri Lucidum by Near Infrared Spectroscopy . 175 DIWEN ZHANG, YAN BAI, CAIXIA XIE, XIAOLI HU, HUIYING XIE, MIN HAO and JINGWEI LEI The Analysis of the Possibility of Applying BIM in Green Architectural Design . 182 XIAO LIANG and CONGLING MENG Fast Identification of Different Origin and Different Processing Methods Chrysanthemum by Near-infrared Discriminant Analysis . 186 YAN BAI, XIAOLI HU, JINGWEI LEI, DIWEN ZHANG, MIN HAO, HUIYING XIE and CAIXIA XIE The Study on Anaerobic Digestion Potential of Castor Stalk . 192 JIAWEN ZHANG, WUDI ZHANG, WEIDONG LIN, FANG YIN, XINGLING ZHAO, JING LIU, CHANGMEI WANG, HONG YANG and SHIQING LIU Seismic Identification of Volcanic Reservoirs of Yingcheng Formation in Xujiaweizi Fault Depression . 199 ZHANG DAZHI and CHU LILAN Research on UHV Half Wavelength Ac Transmission Technology . 203 QIAN PENG, ZHONGWEI HOU and YE WANG Research Progress on the Chloride Corrosion to Reinforced Concrete Structure and the Protection Measures . 211 XUE WANG andQIAN YANG Environmental Carrying Capacity of Water Conservancy Scenic Area . 216 YUFENG ZHANG, FULIN LI and HUAWEI CHEN Thermodynamics Carboxylated Bagasse Hemicellulose Adsorption to Cu2+. 221 LIJUN WANG, MENGLING WENG, QIAOPING KONG, HONGXIANG ZHU and SHUANGFEI WANG Decollators Design of Load Recognition System in Non-intrusive Load Monitoring . 226 CHEN LIN and DAQUAN CAI Sedimentary System Analysis of the Nantun Formation of Huhehu Sag in Hailar Basin . 233 JUNHUI LI, HAIBO WU andAND HE LIU Simultaneous Measurements of Dissolved Arsenic and Iron in Sediments Using DGT Equipped with a Zr Oxide-Chelex Mixed Binding Layer. 238 QIN SU, LV XU and SHIMING DING Structural Slope Break Zone and Its Depositional System of Huhehu Depression in Hailar Basin . 247 LIU HE, LI JUN-HUI and WU HAIBO The Sustainable Development of Construction and Ecological Environment . 252 YONGQING LI and JINGJIN HUANG The Risk Assessment of Green Building Development Based on the Multilevel Gray Evaluation Method . 257 HAI DONG and JINGJING CHEN Research on the Dynamic Characteristics of the Passive Residual Heat Removal System on Nuclear Powered Marine . 261 TIAN ZENGA, LENG WEI and GE BIN Requirement Analysis and Framework Design of Fault Diagnosis Expert System for Power Electronic Equipment . 267 HONGXIAN LI and YONGQIANG ZHU Evaluation of Ecological Environment Pollution-free Vegetable Base in Hills and Mountains . 273 YI XIAO Study on Electrical Properties of Threading Screw Dislocation of N-type 4H-SiC Epilayer Using Micro-Raman Spectroscopy . 278 RUI-XIA MIAO, XIA ZHANG and RONG-XIA MIAO Design of a Broadband Circularly-polarized Antenna Based on a Printed Dual-polarized Dipole . 282 WEI-GUO ZHANG, HAI ZHANG, YUE-HE GE and SHAN-CE LV Research on China Compulsory Standard System . 287 XIANGHUA ZHU and WENHUI ZHAO The Development and the Prospect of the Ground Source Heat Pump in China . 299 CAI-HUA WANG Preparation of Ni/Bi2O3 and Its Photocatalytic Decomposition of Malachite Green Under Visible Light Irradiation . 303 YANG YINGCHUN, WANG XINZHI and QU JING Application of Ground Electrical Sounding Method on Detecting Water Abundance Zones in Awaiting Mining Face . 309 WEN-FENG ZHAN Effect of Different Post-weld Heat Treatments Used in Brazing in PDC Bit Cutters . 315 GENG LI Research of Outlet Disconnecting Switch Settings in 220kV Distribution Equipment . 321 HAO GENG, CHAOYI WU and LIU PENG A New Principle for the Methods of Single-phase Earthing Judgment . 326 CHANGPENG CHEN and FEI GAO Optimal Design of Grounding Grid of Zhengzhou Converter Station . 332 HONG SHI, HAO GENG, LEI FENG and XING XU The Thermodynamic Properties Research of Polyurethane Foam Materials with Different Additives . 339 YANMIN ZHENG, JINFENG ZHANG and ZHONGQIANG SUN Study of B Site Substituent Ce on the Structure of Pyrochlore Gd2Zr2O7 . 344 WEIDONG ZHU, LONG FAN and XIRUI LU Adsorption of Organic Pollutants by Rectorite . 348 FANGFEI CHEN, TIAN GAN, YINGPING HUANG and XIAORONG ZHAO Application of Plackett-Burman Design and Response Surface Methodology to Achieve Extraction Optimization for Wuji Prescription . 352 ZHEN-FENG WU, YA-QI WANG, ZHONG-YIN DENG, PENG-YI HU, PENG-FEI YUE, QIN ZHENG, FANG WANG, XUE-CHENG WANG and MING YANG Research on Sustainable Development of Ecotourism in Heyuan City in View of Ecological Niche . 358 YING ZHANG and QIAN XIE To Develop or Give Up the Shale Gas?—Implications of International Shale Gas Development for China . 365 WEI LI and YANFEI ZHAO The Effects of Weak Alkaline in ASP Flooding System . 370 YI ZHANG, JIAYI FAN, FEI NI and MENG TANG Application of Directional Drilling in Water Hazard Prevention and Controlling in Coal Mine . 377 BAOFENG ZHAO, XIANG DING and HAIDONG CAO Analysis of Spectrums Instantaneous Values of Active and Reactive Powers for the Diagnosis of Mechanical Faults in Induction Motors . 382 NAIL SAFIN, VLADIMIR PRAKH and VLADIMIR DMITRIEVSKII Simulation of Solitary Wave Based on the Mass Source Wave-maker . 386 XING FENG, WANQING WU, YANYAN ZHANG and BIN ZHANG Reservoir Characteristics of H1 Oil Measures in HSS Oilfield . 391 QIULING WANG, XINHU LI and XIANGZHI HUO Environment Impact Assessment on Warehouse Project of Jieyang Taihong Chemical Co., LTD . 396 JIAN-SHE.
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  • Face Recognition on Long-Tailed Domains

    Face Recognition on Long-Tailed Domains

    Domain Balancing: Face Recognition on Long-Tailed Domains Dong Cao1;2∗ Xiangyu Zhu1;2∗ Xingyu Huang3 Jianzhu Guo1;2 Zhen Lei1;2† 1CBSR & NLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China 2School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China 3Tianjin University fdong.cao,xiangyu.zhu,jianzhu.guo,[email protected], [email protected] Abstract Long-tailed problem has been an important topic in face recognition task. However, existing methods only concen- trate on the long-tailed distribution of classes. Differently, we devote to the long-tailed domain distribution problem, which refers to the fact that a small number of domains fre- quently appear while other domains far less existing. The key challenge of the problem is that domain labels are too complicated (related to race, age, pose, illumination, etc.) Figure 1. The long-tailed domain distribution demarcated by the and inaccessible in real applications. In this paper, we pro- mixed attributions (e.g., race and age) in the MS-Celeb-1M [8] pose a novel Domain Balancing (DB) mechanism to han- and CASIA-Webface [36]. Number of classes per domain falls dle this problem. Specifically, we first propose a Domain drastically, and only few domains have abundant classes. (Baidu Frequency Indicator (DFI) to judge whether a sample is API [1] is used to estimate the race and age) from head domain or tail domain. Secondly, we formu- late a light-weighted Residual Balancing Mapping (RBM) generalization, i.e., the learned features only work well on block to balance the domain distribution by adjusting the the domain the same as the training set and perform poorly network according to DFI.