黄金彩-深圳大学地理空间信息研究团队

姓名：黄金彩

研究方向：地图制图与地理信息；智能交通；数据挖掘；

电子邮箱：huangjincaiszu@szu.edu.cn

个人介绍

黄金彩（Huang Jincai），深圳大学博士后，中国计算机协会会员，曾获得多项国内外博士论坛优秀论文奖、英语口语报告奖。主要研究方向为城市交通大数据分析挖掘、智慧交通系统、地图学与地理信息挖掘。担任国际期刊IJGIS, IEEE ITS, IJDE, TIDF, PLOS One, CCPE, IEEE Access审稿人，参与国际摄影测量与遥感协会ISPRS的多个顶级国际会议并发表口头报告，获得国外专家好评。黄博士共发表论文共10余篇，在地图学和地理信息、城市计算、智能交通信息挖掘方面做出了重要研究。

研究项目

1	融合GPS轨迹和车载影像的城市道路交叉口全息建模(42001404), 国家自然科学基金青年基金, 负责人-黄金彩, 2021.1.1-2023.12.31 年
2	滴滴盖亚青年学者科研基金, 基于GPS轨迹和车载影像的道路拓扑生成与快速更新算法研究(-), 滴滴科技公司, 负责人-唐建波, 黄金彩, 2020.3-2021.6 年
3	多模式出行轨迹融合的道路/车道拥堵状态精细识别(kfj190703), 智能道路与车路协同湖南省重点实验室开放基金, 负责人-黄金彩, 2019.11-2020.11 年
4	全息地图获取与位置信息聚合技术(2017YFB0503503), 科技部, 负责人-闾国年, 2017.7-2021.6 年

论文

1	Yang Wentao, Deng Min*, Li Chaokui, Huang Jincai. Spatio-temporal Patterns of the 2019-nCoV Epidemic at the County Level in Hubei Province, China. International Journal of Environmental Research and Public Health. 2020, 17(7), 2563-2573. (SCI).
2	Zhang Yunfei, Zhang Zexu, Huang Jincai*, She Tingting, Deng Min, Fan Hongchao, Xu Peng, Deng Xingshen. A hybrid method for incrementally extracting road networks using spatio-temporal trajectory Data. ISPRS International Journal of Geo-Information. 2020, 9(4), 186-201. (SCI).
3	Tu Wei, Mai Ke, Zhang Yatao, Xu Yang, Huang Jincai, Deng Ming, Li Qingquan. Real-time Route Recommendation for E-Taxies Leveraging GPS Trajectories. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 2020, 00(SCI).
4	LIU Huimin, XU Yiyuan, TANG Jianbo*, DENG Min, Huang Jincai, YANG Wentao, WU Fang. Recognizing urban functional zones by a hierarchical fusion method considering landscape features and human activities. Transactions in GIS. 2020, 00(SCI).
5	ZHOU Baoding, ZHENG Tianjing, HUANG Jincai**, ZHANG Yunfei, TU Wei, LI Qingquan, DENG Min. A pedestrian network construction system based on crowdsourced walking trajectories. IEEE Internet of Things Journal. 2020, 0(SCI).
6	TANG Jianbo, DENG Min, Huang Jincai*, Liu Huimin, Chen Xueying. An Automatic Method for Detection and Update of Additive Changes in Road Network with GPS Trajectory Data . ISPRS International Journal of Geo-Information. 2019, 8(9), 411-430. (SCI).
7	TANG Jianbo, DENG Min, Huang Jincai*, Liu Huimin. A Novel Method for Road Intersection Construction from Vehicle Trajectory Data. IEEE Access. 2019, 7(1), 95065 – 95074. (SCI).
8	Zhang Yunfei*, Huang Jincai, DENG Min, Chen Chi, Zhou Fangbin, Xie Shuchun, Fang Xiaoliang. Automated Matching Multi-scale Building Data based on Relaxation Labelling and Pattern Combinations. ISPRS International Journal of Geo-Information. 2019, 8(1), 38. (SCI).
9	Huang Jincai, DENG Min, TANG Jianbo*, Hu Shuling, Liu Huimin, WARIYO Sembeto, He Jinqiang. Automatic Generation of Road Maps from Low Quality GPS Trajectory Data via Structure Learning. IEEE Access. 2018, 6(1), 71965-71975. (SCI).
10	Deng Min, Huang Jincai, Zhang Yunfei*, Liu Huimin, Tang Lulinag, Tang Jianbo, Yang Xuexi. Generating Urban Road Intersection Models from Low-frequency GPS Trajectory Data. International Journal of Geographical Information Science. 2018, 32(12), 2337-2361. (SCI).
11	Huang Jincai, Deng Min, Zhang Yunfei*, Liu Huimin. Complex Road Intersection Modelling Based on Low-Frequency GPS Track Data . International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2017, XLII-2/W7, 23-28. (EI).