资源与环境学院


 
导师代码: 11524
导师姓名: 郑泽忠
性    别:
特    称:
职    称: 副教授
学    位: 工学博士学位
属    性: 专职
电子邮件: zezhongzheng @ uestc.edu.cn

学术经历:   教育经历(按时间倒排序): (1)2011.5-2014.1,电子科技大学自动化工程学院,博士后,研究方向为“图像目标检测”,师从李小文院士。 (2)2008.10-2009.10:教育部留学基金委联合培养博士(访问学者),美国Old Dominion University,师从周国清(美国)教授,现为桂林理工大学“千人计划”教授。 (3)2006.2-2010.6:西南交通大学土木工程学院攻读地图制图学与地理信息工程工学博士学位,研究方向为“图像目标检测”,师从范东明,周国清(美国)教授。 (4)2003.9-2006.2:成都理工大学信息工程学院攻读地球探测与信息技术工学硕士学位,研究方向为“遥感图像处理与应用”,师从杨武年教授。 (5)1995.9-1999.6:江汉石油学院攻读石油与天然气地质勘查工学学士学位。 工作经历(按时间倒排序): (1) 2013/07至今,电子科技大学,资源与环境学院,副教授 (2) 2010/06 -2013/06,电子科技大学,资源与环境学院(自动化学院),讲师 (3) 1999/06 -2003/08,中国海洋石油研究中心渤海研究院,助理工程师

个人简介:   郑泽忠,副教授,男,汉族,1976年1月生于四川新津,中共党员。IEEE会员,亚太(国际)产学研促进会首届专家委员会委员,南方电网公司评标专家,教育部学位与研究生教育发展中心专家库成员,四川省学位与研究生教育专家库成员,四川省自然资源厅专家库成员,四川省测绘学会会员。目前主要给研究生讲授《模式识别》、《软件体系架构》、《空间数据库》、《高光谱遥感》、《航空航天遥感》课程,给本科生讲授《空间信息导论》、《项目管理》、《遥感原理》、《数字摄影测量学》等课程。主要研究方向:机器学习,图像处理与应用,视频处理,地理信息系统,定量遥感。

科研项目:   (1)2021.01-2021.10,变压器内部状态在线实时仿真计算开发平台软件试制,南方电网重点项目,排名第一; (2)2021.01-2021.12,基于机器学习和动力学耦合模型的降雨型滑坡预警研究,四川省自然资源厅科学研究计划课题(KJ-2021-13),排名第一; (3)2021.01-2021.09,四川省地质灾害隐患遥感识别监测(2020年)项目(第二次),四川省国土空间生态修复与地质灾害防治研究院,排名第一; (4)2020.12-2022.04,卫星技术电力试验场绝缘子识别测试技术研究,北京空间飞行器总体设计部,排名第一; (5)2020.08-2020.12,动车用电智能监测、分析、控制系统,成都铁路局动车所,排名第一; (6)2020.01-2021.12,基于图像语义分割模型的国土空间自动识别划分技术研究,四川省自然资源厅科学研究计划课题(KJ-2020-4),排名第一; (7)2020.1-2021.12,基于大数据的四川省滑坡治理动态推荐研究,四川省重点研发计划(2020YFSY0041),排名第一; (8)2019.12-2021.05,基于超分辨率的目标识别技术研究,北京空间飞行器总体设计部,排名第一; (9)2020.01-2021.12,基于多源时空地理数据城市功能鲁棒性研究,广西空间信息与测绘重点实验室开放基金项目(19-050-11-06),排名第一; (10)2020.01-2021.07,融合城市大数据和人工智能技术的城市房价时空建模及其应用,自然资源部城市土地资源监测与仿真重点实验室开放基金(KF-2019-04-069),排名第一; (11)2020.01-2021.07,基于多源数据的自然资源资产价值评估技术研究,自然资源部城市土地资源监测与仿真重点实验室开放基金(KF-2019-04-074),排名第一; (12)2019.01-2019.12,喀喇昆仑地区冰湖动态变化遥感监测服务,中国科学院测量与地球物理研究所,排名第一; (13)2019.01-2020.12,城市不透水面时空演化与水涝灾害建模研究,水资源与水电工程科学国家重点实验室开放基金(2018SWG02),排名第一; (14)2018.12-2020.05,基于地理时空大数据的城市功能系统多样性与鲁棒性研究,自然资源部城市土地资源监测与仿真重点实验室开放基金(KF-2018-03-063),排名第一; (15)2018.07-2019.12,基于InSAR滑坡早期识别与监测与研究,广西空间信息与测绘重点实验室开放基金项目(17-259-16-14),排名第一; (16)2018.01-2019.12,基于流行学习多源遥感数据降维与应用研究,遥感科学国家重点实验室开放基金(OFSLRSS201819),排名第一; (17)2018.05-2019.05,基于干涉合成孔径雷达(InSAR)技术高位远程滑坡早期识别、监测与预警研究,四川省自然资源厅科学研究计划课题(KJ-2018-6),排名第一; (18)2018.05-2018.06,深度学习在城市功能区域划分中的应用,教育部香港与内地高等学校师生交流计划([2018]9),排名第一; (19)2017.11-2019.06,电容型设备多源海量数据动态获取技术研究及不同数据分析算法适用性与预测模型研究,云南电网有限责任公司电力科学研究院,排名第一; (20)2017.10-2018.06,机器学习在金融征信中的应用研究,红上金融信息服务(上海)有限公司,排名第一; (21)2017.01-2017.12,基于深度学习城市功能区域划分研究,四川省自然资源厅科学研究计划课题(KJ-2017-13),排名第一; (22)2017.1-2019.12,基于流形学习高光谱图像降维研究,教育部中央高校基金(ZYGX2016J155),排名第一; (23)2016.11-2018.5,基于人工智能推理模型的城市地价评估样本点推送研究 ,自然资源部城市土地资源监测与仿真重点实验室开放基金(KF-2016-02-032),排名第一; (24)2016.11-2018.5,深度学习在城市功能区域划分中的应用 ,自然资源部城市土地资源监测与仿真重点实验室开放基金(KF-2016-02-036),排名第一; (25)2016.1-2016.12,自然资源大数据关键技术及共享服务平台建设研究,四川省自然资源厅科学研究计划课题(KJ-2016-13),排名第一; (26)2015.3-2015.9,基于OverFeat的显微镜图像中细菌分类方法的研究和开发,富士通研究开发中心有限公司,排名第一; (27)2015.5-2015.8,长江中游干旱监测与预警,2015 年香港与内地高等学校师生交流计划(“万人计划”)(2014547),排名第一; (28)2015.1-2016.12,长江中游干旱监测与预警研究,水资源与水电工程科学国家重点实验室开放基金(2014SWG04),排名第一; (29)2015.1-2017.12,长江中游地区干旱监测与预警模型研究,湖北省科技支撑项目(2015BCA290),排名第二; (30)2015.1-2016.12,三维国土管理云平台多尺度模型和渐近式传输关键技术研究,四川省自然资源厅科学研究计划课题(KJ-2015-9),排名第一; (31)2015.1-2016.12,三维国土管理云平台多尺度模型和渐近式传输关键技术研究,广西空间信息与测绘重点实验室开放基金项目(14-045-24-13),排名第一; (32)2014.10-2015.9,视频图像增强处理研究,电子科技大学警用装备联合实验室2014年度开放基金课题,排名第一; (33)2014.1-2015.12,若尔盖水源涵养生态功能区土地利用/覆被变化监测与决策研究,自然资源部地学空间信息技术重点实验室开放基金(KLGSIT2014-11),排名第一; (34)2013.6-2015.5,高分辨率航空影像高速公路汽车目标检测自动快速检测算法研究,遥感科学国家重点实验室开放基金(OFSLRSS201318),排名第一; (35)2013.1-2015.12,多层QoS约束支持的遥感信息服务个性化搜索方法,国家自然基金青年基金(41201388),排名第二。 (36)2012.4-2013.4,基于高分辨率航空影像高速公路汽车目标检测关键算法研究,电子科技大学博士后基金(Y02002023601273),排名第一; (37)2011.12-2014.11,基于高分辨率航空影像汽车目标检测关键算法研究,中央高校基金项目(ZYGX2011J081),排名第一; (38)2011.12-2013.11,基于数学形态学高分辨率航空影像高速公路汽车目标检测研究,广西空间信息与测绘重点实验室基金项目(GKN1103108-19),排名第一; (39)2011.01-2013.12,区域物质流分析与管理在循环经济发展模式中的应用研究,环保部专项公益性专项基金项目(20100906),排名第一; (40)2010.06-2012.06,基于高分辨率航空影像高速公路汽车目标检测关键算法研究,电子科技大学优秀留学归国人员科研启动基金(Y02002010701073),排名第一。

研究成果:   (1)郑泽忠,马鹏程,彭庆军,谢础航,向浩然,李江.一种基于电容型设备缺陷数据的设备缺陷时间预测方法[P].中国,发明专利,发明专利号:202110118818.3. (2)郑泽忠,王超,朱明仓,何勇,贺占勇,刘强,李慕杰,李江.一种基于精细地形特征的滑坡稳定性分类方法[P].中国,发明专利,发明专利号:202110011403.6. (3)郑泽忠,戴雷禹,朱明仓,刘强,马鹏程,李慕杰.李江.一种基于滑坡剖面图像分类模型的相似滑坡推荐方法[P].中国,发明专利,发明专利号:202011483680.9. (4)郑泽忠,李慕杰,姜宇轩,王志勇,牟范,江邵斌.一种基于机器学习的电网设备缺陷文本分类方法[P].中国,发明专利,发明专利号:202010621555.0. (5)郑泽忠、牟范、谢乐、杨宇霆、江邵斌、侯安锴.一种基于特征扩展的bert 电网缺陷文本分类方法[P].中国,发明专利,发明专利号:202010430653.9. (6)郑泽忠,牟范,刘佳玺,李锴,谢晨,王丹阳,李慕杰,李江.一种基于语义分割的冰上湖提取的方法[P].中国,发明专利,发明专利号:202010153401.6. (7)郑泽忠,牟范,侯安锴,刘泽宇,陈宇帆,李慕杰,李江.一种城市功能系统的鲁棒性评估方法[P].中国,发明专利,发明专利号:202010097423.5. (8)郑泽忠,江邵斌,刘佳玺,李锴,牟范,侯安锴,李江.基于yolov3算法与滑动窗口策略的SAR影像海面舰船检测方法[P].中国,发明专利,发明专利号:202010010915.6. (9)郑泽忠,侯安锴,刘佳玺,程荟璇,肖一荻,李江.一种基于通信数据与兴趣点数据推断城市功能的方法[P].中国,发明专利,发明专利号:201911032148.2. (10)郑泽忠,侯安锴,刘佳玺,朱明仓,李慕杰,贺月,王娜,李江.一种基于神经网络的滑坡敏感性评估方法[P].中国,发明专利,发明专利号:201910667647.2. (11)郑泽忠,谢乐,牟范,侯安锴,江邵斌,马鹏程.一种线性分类模型缺陷发生预测方法[P].中国,发明专利,发明专利号:201910626126.2. (12)郑泽忠,李慕杰,向浩然,牟范,侯安锴,江邵斌.一种基于神经网络的身份证文字识别方法[P].中国,发明专利,发明专利号:201910621555.0. (13)郑泽忠,江邵斌,牟范,马鹏程,谢乐,张亚萌,侯安锴.一种基于随机森林算法的电容型设备缺陷预测方法[P].中国,发明专利,发明专利号:20191058616.8. (14)向浩然,孔瑞,郑泽忠,谢乐,贺月,王胜利,王子航,李江.一种针对银行安全控件的自动登陆方法[P].中国,发明专利,发明专利号:201811597129.X. (15)郑泽忠,王娜,刘佳玺,谢晨,牟范,张彪,李江.一种基于迁移学习的城市住宅地价分类定价评估方法[P].中国,发明专利,发明专利号:201810920928.X. (16)郑泽忠,张亚萌,向浩然,谢晨,牟范,王胜利,王子航,李江. 一种基于OCR技术的文字验证码识别方法[P].中国,发明专利,发明专利号:201810920802.2.(已授权) (17)郑泽忠,杨加利,彭晶,王胜利,钟平川,张亚萌,李江. 一种基于自动化测试框架的电网设备状态数据获取系统[P].中国,发明专利,发明专利号:201810156451.2. (18)郑泽忠,俞振璐,钟平川,陈鹏旭,谢乐,余世杰,胡明阳,李江.一种用于原始木料加工的位置调整装置[P].发明专利,发明专利号:201710350919.7.(已授权) (19)彭一凡,杨加利,胡明阳,张文彬,钟平川,郑泽忠,余世杰,俞振璐,牟范,李江,唐黎.一种基于正则化的交替最小化高分辨率图像重构方法[P].中国,发明专利,发明专利号:201711012473.3. (已授权) (20)郑泽忠,张彪,李六彤,蒲成军,何勇,朱明仓,李江.一种用于地理二维矢量化简及传输方法[P].中国,发明专利,发明专利号:201710339391.3. (21)郑泽忠,付垚,俞振璐,卢雨风,李江.一种高光谱图像降维处理方法[P].中国,发明专利,发明专利号:201710260721.X. (22)郑泽忠,王胜利,余世杰,李熵,李江.一种基于信息融合的改进Mean-Shift跟踪方法.中国,发明专利,发明专利号:201610913005.2. (23)郑泽忠,俞振璐,余世杰,陈锦曦,李江.一种原木横截面信息的实时采集与处理方法.中国,发明专利,发明专利号:201610906957.1. 主要软件著作权(按时间倒排序): (1)郑泽忠、邵添明、何勇、李慕杰、李江、蒋玲.成都市人工智能房价评估软件. 登记号:2021R11L1264184. (2)郑泽忠、李慕杰、侯安锴、何勇、李江.基于深度学习自然资源分类软件. 登记号:2021R11L1264168. (3)郑泽忠、侯安锴、李锴、李江.基于深度学习城市功能推断软件,登记号:2019R11L1231729. (4)郑泽忠,贺月,江邵斌,彭晶,马仪,张亚萌,谢乐,李江.天气查询软件QWeather,登记号:2018R11L490080. (5)郑泽忠,贺月,张亚萌,彭晶,马仪,申松,李江.电容型设备数据清理工具软件,登记号:2018R11L306668. (6)侯安锴,郑泽忠,何勇,李江.随机森林地价预测软件,登记号:2018SR573089. (7)王娜,侯安锴,郑泽忠,何勇,李江.深度学习地价预测软件,登记号:2018SR573089. (8)王娜,钟平川,郑泽忠,何勇,李江.复杂背景原木边缘轮廓检测软件,登记号:2018SR571846. (9)郑泽忠,杨加利,钟平川,张彪,何勇,李江.基于Transfer Learning的城市住宅地价评估软件,登记号:2018SR571846. (10)王娜,郑泽忠,刘佳玺,侯安锴,王胜利,李江.深度学习城市功能区域划分软件,登记号:2018SR844210. (11)杨加利,牟范,钟平川,郑泽忠,何勇,李江.文档图像二值化工具软件,登记号:2018SR520667. (12)郑泽忠,张彪,蒲成军.三维国土管理云平台多尺度模型和渐近式传输软件,登记号:2017SR409597. 主要期刊论文(按时间倒排序): (1)Mujie Li, Zezhong Zheng*, Mingcang Zhu, Yue He, Jun Xia, Xueye Chen*, Qingjun Peng, Yong He*, Xiang Zhang, and Pengshan Li. The spatio-temporal evolution of urban impervious surface for Chengdu, China. Photogrammetric Engineering and Remote Sensing, 2021, 87(7):491-502. (SCI) (2)Yi Ma, Zezhong Zheng*, Yutang Ma, Mingcang Zhu, Ran Huang, Xueye Chen*, Qingjun Peng, Yong He*, Yufeng Lu, Guoqing Zhou, Zhigang Liu, and Mujie Li. An incremental Isomap method for hyperspectral dimensionality reduction and classification. Photogrammetric Engineering and Remote Sensing, 2021, 87(6): 445-455. (SCI) (3)Zhengqiang Guo, Hailong Liu, Zezhong Zheng, Xi Chen, and Yan Liang. Accurate extraction of mountain grassland from remote sensing image using a Capsule network. IEEE Geoscience and Remote Sensing Letters, 2021, 18(6):964-968. (SCI) (4)Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, and Zezhong Zheng. Impervious surface estimation from optical and polarimetric SAR data using small-patched deep convolutional networks: A comparative study. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 6(6): 2456-2464. (SCI) (5)Hongsheng Zhang, Jiang Li, Ting Wang, Hui Lin, Zezhong Zheng, Yu Li, and Yufeng Lu. A manifold learning approach to urban land cover classification with optical and radar data. Landscape and Urban Planning, 2018,172: 11–24. (SCI) (6)吕永超,郑泽忠,于志龙,赖耕科,夏军.基于MODIS的淮河流域融雪量估算实现.地理科学研究,2018,7(3):251-257. (7)钟平川,王娜,肖一荻,郑泽忠.基于计算机视觉的原木高出材率的研究.计算机科学,2018,45(Z11):172-175 (8)罗建华,李明奇,郑泽忠,李江.基于深度卷积神经网络的高光谱遥感图像分类. 西华大学学报(自然科学版),2017,36(4): 13-20. (9)Ender Oguslu, Guoqing Zhou, Zezhong Zheng, Khan Iftekharuddin, and Jiang Li*. Sparse coding based dense feature representation model for hyperspectral image classification. Journal of Electronic Imaging, 2015, 24(6): 063009-1(12). (SCI) (10)刘亚岚,许清,郑泽忠,任玉环.典型地震次生地质灾害多光谱遥感影像特征图谱研究.遥感技术与应用,2014,30(1):18-24. (11)Linjun Yu, Huan Wei, Zezhong Zheng, Yalan Liu, Tianhe Chi, and Ling Peng. Review of the integrated researches on internet of things and GIS in fire emergency plan. Advanced Materials Research, 2014(989-994): 5444-5447. (EI) (12)Zezhong Zheng#,*, Guoqing Zhou*, Yong Wang, Yalan Liu, Xiaowen Li, Xiaoting Wang, and Ling Jiang, A Novel Vehicle Detection Method with High Resolution Highway Aerial Image, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 6(6):2338-2343. (SCI) (13)Zezhong Zheng, Wunian Yang, Guoqing Zhou, and Xiaoting Wang. Analysis of land use and cover change (LUCC) in Sichuan province, China. Journal of Applied Remote Sensing, 2012, 6(1), 063587-1(10). (SCI) (14)郑泽忠,范东明,杨武年,等.“3S”集成技术在土地利用动态监测中的应用.西南交通大学学报,2007,42(4):409-413.(EI) (15)郑泽忠,范东明,李玉霞,等.多种对地观测技术及Google Earth技术应用于土地利用/覆被变化建库.地球物理学进展,2008,23(4):1326- 1331.(CSCD,中文核心) (16)郑泽忠,范东明,夏清,等.“3S”技术在四川生态环境动态监测中的应用研究.测绘科学,2008,33(3): 165-166.(CSCD,中文核心) (17)郑泽忠,范东明,李玉霞,等.一种提高土地利用/覆被变化遥感监测补判效率新方法,安徽农业科学,2008,36(27):11942-11943.(CSCD,中文核心) (18)郑泽忠,范东明,李玉霞,等.AVIRIS高光谱遥感影像无缝镶嵌探讨.地理与地理信息科学,2008,24(5):109-109.(CSCD,中文核心) (19)郑泽忠,杨武年,宋皑雪,等.EXCEL绘图技术在地图制图中的应用.物探化探计算技术,2006,28(1):71-74.(CSCD,科技核心) (20)郑泽忠,范东明,杨武年,等.四川省及成都地区土地利用/覆被变化建库与对比研究.测绘科学,2010,35(1): 143-145.(CSCD,中文核心 ) (21)曹云刚,严丽娟,郑泽忠.一种基于图像边缘特征的SAR斑点滤波算法.测绘科学,2010,35(3): 165-166+120.(CSCD,中文核心 ) (22)李玉霞,杨武年,郑泽忠.中巴资源卫星(CBERS-02)遥感图像在生态环境动态监测中的应用研究.水土保持研究,2006,13(6):198-200.(CSCD,中文核心) (23)李玉霞,李丽,郑泽忠.CBERS-02图像在土地利用/覆盖动态监测中的应用.四川师范大学学报(自然科学版),2006,29(5):627-630.(CSCD,中文核心) (24)姜培海,杨波,郑泽忠,等.渤海海域第三系油气成藏特征.油气地质与采收率,2003,10(4):25-28.(中文核心 ) 主要会议论文(按时间倒排序): (1)Leiyu Dai, Mingcang Zhu, Zhanyong He, Yong He, Zezhong Zheng*, Guoqing Zhou, Chao Wang, Juan Ren, Hongqiong Tang, Qiang Liu, Fang Huang, Zhongnian Li, Mujie Li, Zhiyong Wang, Mingqi Li, and Ling Jiang. Landslide risk classification based on ensemble machine learning. 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 2021, 7.12-7.16. (EI) (2)Chen Xie, Mingcang Zhu, Yong He, Zhanyong He, Fangrong Zhou, Juan Ren, Hongqiong Tang, Liutong Li, Zezhong Zheng*, Tianming Shao, Zhongnian Li, Zhiyong Wang, Mingqi Li, and Ling Jiang. Phase unwrapping methods for D-InSAR. 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 2021, 7.12-7.16. (EI) (3)Haoyu Zhang, Zezhong Zheng*, Mingcang Zhu, Fangrong Zhou, Yong He, Zhongnian Li, Guoqing Zhou, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, and Xuemei Li. The reprocessing for Himawari-8 based on deep learning. 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 2021, 7.12-7.16. (EI) (4)Chen Xie, Qingjun Peng, Zezhong Zheng*, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, and Xuemei Li. Relationship between defects of capacitive equipment and geomorphology. 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 2021, 7.12-7.16. (EI) (5)Weishi Jin, Mingcang Zhu, Yong He, Jie Li, Zezhong Zheng*, Mingkun Feng, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, Ankai Hou, Biao Zhang, and Xuemei Li. Urban residential land price assessment based on transfer learning. 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 2021, 7.12-7.16. (EI) (6)Qurratulain Safder, Haoyu Zhang, Mingcang Zhu, Fangrong Zhou, Yong He, Lifeng Liu, Zezhong Zheng*, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, and Xuemei Li. Himawari thermal anomaly scrutiny with deep learning. 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 2021, 7.12-7.16. (EI) (7)Mujie Li, Mingcang Zhu, Yong He, Jianying Shu, Pengshan Li, Ankai Hou, Zezhong Zheng*, Guoqing Zhou, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, and Xuemei Li. Classification of surface natural resources based on HR-Net and DEM. 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 2021, 7.12-7.16. (EI) (8)Tianming Shao, Mingcang Zhu, Yong He, Boya Yang, Zhanyong He, Fangrong Zhou, Juan Ren, Hongqiong Tang, Yao Fu, Zezhong Zheng*, Zhongnian Li, Guoqing Zhou, Zhiyong Wang, Mingqi Li, and Ling Jiang. Deformation of chengdu downtown with Sentinel-1A. 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), Brussels, Belgium, 2021, 7.12-7.16. (EI) (9)Leiyu Dai, Mingcang Zhu, Zhigang Ma, Zhanyong He, Hong Jiang, Pengshan Li, Xiaobo Zhang, Jibao Shi, Kai Chen, Tao Weng, Zezhong Zheng*, and Qiang Liu. Recommendation of similar landslide cases based on landslide profile. 17th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2020, 12.18-12.18. (50- 53) (EI) (10)Chao Wang, Mingcang Zhu, Zhigang Ma, Zhanyong He, Hong Jiang, Pengshan Li, Xiaobo Zhang, Jibao Shi, Kai Chen, Tao Weng, Zezhong Zheng*, and Qiang Liu. Classification of landslide stability based on fine topographic features.17th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2020, 12.18-12.18. (54-57) (EI) (11)Mujie Li, Mingcang Zhu, Yong He, Pengshan Li, Xiaobo Zhang, Zhanyong He, Jibao Shi, Kai Chen, Tao Weng, Zezhong Zheng, and Ling Jiang. Analysis and evaluation of housing price for Chengdu urban.17th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2020, 12.18-12.18. (175-178) (EI) (12)Mujie Li, Mingcang Zhu, Zhigang Ma, Pengshan Li, Xiaobo Zhang, Ankai Hou, Jibao Shi, Yong He, Kai Chen, Tao Weng, Zhanyong He, Zezhong Zheng, and Ling Jiang. Classification of surface natural resources based on U-Net and GF-1 satellite images.17th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2020, 12.18 -12.18. (179-182) (EI) (13)Mujie Li, Mingcang Zhu, Yong He, Zhanyong He, Na Wang, Zezhong Zheng*, and Guoqing Zhou. Warning of rainfall-induced landslide in Bazhou district. 40th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Waikoloa, Hawaii, USA, 2020, 9.26-10.2. (6879-6883) (EI) (14)Ankai Hou, Abrado Blankson Samuel, Mujie Li, Zezhong Zheng*, Jun Xia, Xiang Zhang, and Guoqing Zhou. Land use and land cover change of GHANA. 40th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Waikoloa, Hawaii, USA, 2020, 9.26-10.2. (4279-4283) (EI) (15)Yue He, Xiaobo Zhang, Jibao Shi, Jun Xia, Kai Chen, Tao Weng, and Zezhong Zheng*. Change of impervious surface of Chengdu city, China. 40th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Waikoloa, Hawaii, USA, 2020, 9.26-10.2. (2894-2897) (EI) (16)Fan Mou, Twum-Antwi Akwasi, Mujie Li, Mingcang Zhu, Yong He, Zhanyong He, Yang Xiao, Juan Ren, Jun Xia, Xiang Zhang, Zezhong Zheng*, and Guoqing Zhou. Drought monitoring in sub-sahara Africa. 40th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Waikoloa, Hawaii, USA, 2020, 9.26-10.2. (6902-6905) (EI) (17)Ankai Hou, Mingcang Zhu, Pengshan Li, Yong He, Xiaobo Zhang, Jibao Shi, Kai Chen, Tao Weng, Zezhong Zheng*, and Guoqing Zhou. Inference of urban function zone based on deep neural network. 40th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Waikoloa, Hawaii, USA, 2020, 9.26- 10.2. (4410-4413) (EI) (18)Fan Mou, Danyang Wang, Jiaxi Liu, Zezhong Zheng*, Liming Jiang, Guoqing Zhou, and Fangrong Zhou. Change of glacial lake in Karakoram range.40th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Waikoloa, Hawaii, USA, 2020, 9.26-10.2. (2539-2542) (EI) (19)Hui Zhang, Fan Mou, Shangqi Duan, Shuangde Huang, Shengwei Wang, Debin Xu, and Zezhong Zheng*. A method to create training dataset for dehazing with CYCLEGAN. 40th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Waikoloa, Hawaii, USA, 2020, 9.26-10.2. (6997-7000) (EI) (20)Shaobin Jiang, Mingcang Zhu, Yong He, Zezhong Zheng*, Fangrong Zhou, and Guoqing Zhou. Ship detection with SAR based on YOLO. 40th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020), Waikoloa, Hawaii, USA, 2020.9.26-10.2. (1647-1650) (EI) (21)Jing Peng, Fangrong Zhou, Haoran Xiang, Yi Ma, Zezhong Zheng*, Shaobing Jiang, and Jiang Li. Prediction of defects occurrence time for capacitive device. 16th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2019, 12. 13-12.13. (226-229) (EI) (22)Jing Peng, Yi Ma, Fangrong Zhou, Shengli Wang, Zezhong Zheng*, and Jiang Li*. Web crawler of power grid based on selenium. 16th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2019, 12.13-12.13. (114-118) (EI) (23)Fangrong Zhou, Fan Mou, Huixuan Cheng, Yi Ma, Yidi Xiao, Jing Peng, Zezhong Zheng*, Shijie Yu, and Jiang Li*. A novel method for super-resolution. 16th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2019, 12.13-12.13. (336-339) (EI) (24)Shaobing Jiang, Zezhong Zheng*, Fan Mou, Yong He, Mingcang Zhu, and Zhanyong He. Monitoring of landslide deformation based on InSAR.SAR in Big Data Era: Models, Methods and Applications, Bejing, China, 2019, 8.5-8.6. (EI) (25)Ling Jiang, Kai Li, Desheng Liu, Yan Zhou, Zezhong Zheng, and Fang Huang.A wordnet-based geospatial web services search method supporting quality of service constraints. 39th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019), Yokohama, Japan, 2019, 7.28-8.2. (863-866) (EI) (26)Yi Ma, Zezhong Zheng*, Zhengqiang Guo, Fan Mou, Fangrong Zhou, Rui Kong, Ankai Hou, Mingcang Zhu, Yong He, Juan Ren, Huaixin Chen, Zhigang Liu, Guoqing Zhou, and Jiang Li. Classification based on capsule network with hyperspectral image. 39th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019), Yokohama, Japan, 2019, 7.28-8.2. (2750-2753) (EI) (27)Ankai Hou, Jiaxi Liu, Yuxuan Tao, Shaobin Jiang, Kai Li, Zezhong Zheng*, Jun Xia, Yong He, Mingcang Zhu, Guoqing Zhou, Hongsheng Zhang, and Jiang Li. Land price assessment based on deep neural network. 39th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019), Yokohama, Japan, 2019, 7.28-8.2. (3053-3056) (EI) (28)Fan Mou, Rui Kong, Kai Li, Zezhong Zheng*, Jun Xia, Yong He, Mingcang Zhu, Guoqing Zhou, Hongsheng Zhang, Zhigang Liu, Ankai Hou, Ling Jiang, Shengli Wang, and Jiang Li. Urban functional regions discovering based on deep learning. 39th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019), Yokohama, Japan, 2019, 7.28-8.2. (9462-9465) (EI) (29)Mujie Li, Rui Kong, Jiaxi Liu, Yiqun He, Zezhong Zheng, Mingcang Zhu, Yong He, Yue He, Ankai Hou, Huaixin Chen, Guoqing Zhou, and Jiang Li. Land use and land cover change of Qinghai lake and its surroundings. 39th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019), Yokohama, Japan, 2019, 7.28-8.2. (6527-6530) (EI) (30)Jing Peng, Yongbo Liu, Yi Ma, Yong He, Zezhong Zheng, Yameng Zhang, and Jiang Li. Deep transfer learning for power substation recognition with Google Earth. 15th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2018, 12. 14-12.16. (54-57) (EI) (31)Haoran Xiang, Jing Peng, Yi Ma, Yong He, Zezhong Zheng, Fan Mou, and Jiang Li. Chinese character recognition based on residual separable convolutional neural network. 15th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2018, 12.14-12.16. (49-53) (EI) (32)Fan Mou, Yong He, Jing Peng, Yi Ma, Zezhong Zheng, Shengli Wang, and Jiang Li. A new urban functional regions mining method with MPETM. 15th International Computer Conference on IEEE Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 2018, 12.14-12.16. (73-76) (EI) (33)Zhiyuan Cheng, Ling Jiang, Desheng Liu, and Zezhong Zheng. Density based spatio-temporal trajectory clustering algorithm. 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Valencia, Spain, 2018, 7.22-7.27. (3358-3361) (EI) (34)Fan Mou, Jiali Yang, Zezhong Zheng, Pingchuan Zhong, Mingcang Zhu, Yong He, Ling Jiang, Guoqing Zhou, and Jiang Li. Risk assessment of geological hazards of Wenchuan county based on AHP and FCE. 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Valencia, Spain, 2018, 7.22-7.27. (2937-2940) (EI) (35)Ankai Hou, Pingchuan Zhong, Zezhong Zheng, Mingcang Zhu, Yong He, Qiuying Li, Biao Zhang, Fang Huang, Guoqing Zhou, and Jiang Li. Land price prediction based on random forest. 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Valencia, Spain, 2018, 7.22-7.27. (2948-2951) (EI) (36)Pingchuan Zhong, Na Wang, Zezhong Zheng, Jun Xia, Liping Zhang, Xiang Zhang, Mingcang Zhu, Yong He, Ling Jiang, Guoqing Zhou, and Jiang Li. Monitoring of drought change in the middle reach of Yangtze river. 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Valencia, Spain, 2018, 7.22-7.27. (4939- 4942) (EI) (37)Zhengqiang Guo, Zezhong Zheng, Jiaxi Liu, Shengli Wang, Pingchuan Zhong, Mingcang Zhu, Yong He, Ling Jiang, Guoqing Zhou, Hongsheng Zhang, and Jiang Li. Urban functional regions using social media check-ins. 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Valencia, Spain, 2018, 7.22-7.27. (5065- 5068) (EI) (38)Xiangyu Tan, Shaobin Jiang, Zezhong Zheng, Pingchuan Zhong, Mingcang Zhu, Yong He, Zhenlu Yu, Na Wang, Ling Jiang, Guoqing Zhou, Hongsheng Zhang, and Jiang Li. A manifold learning approach of land cover classification for optical and SAR fusing data. 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Valencia, Spain, 2018, 7.22-7.27. (3575-3578) (EI) (39)Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, and Zezhong Zheng. A comparative study of impervious surface estimation from optical and SAR data using deep convolutional networks. 38th IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), Valencia, Spain, 2018, 7.22-7.27. (1656-1659) (EI) (40)Daniel Ibanez, Joan Dayanghirang, Shengli Wang, Zezhong Zheng, Yuzhong Shen, and Jiang Li. Deep Learning for Pulmonary Nodule CT Image Retrieval - An Online Assistance System for Novice Radiologists. Proc. of 17th IEEE International Conference on Data Mining Workshops (ICDMW 2017), 2017, 11.18-11.21. (1112-1121) (EI) (41)Zezhong Zheng, Yameng Zhang, Liutong Li, Mingcang Zhu, Yong He, Minqi Li, Zhengqiang Guo, Yue He, Zhenlu Yu, Xiaocheng Yang, Xin Liu, Jianhua Luo, Taoli Yang, Yalan Liu, and Jiang Li. Classification of hyperspectral remote sensing images based on deep convolutional neural network. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2017), 2017, 7.23-7.28. (1828- 1831) (EI) (42)Hua Ai, Qiang Liu, Zhen Wang, Zezhong Zheng, Yaosen Huang, and Zhiqin Huang. Principal component analysis of building cluster factors. Proc. of 4th Annual 2016 International Conference on Geo-Informatics in Resource Management & Sustainable Ecosystem, 2016, 11.18-11.20. (22-26) (EI) (43)Shengli Wang, Zezhong Zheng*, Chengjun Pu, Mingcang Zhu, Yong He, Zhiqing Huang, Yicong Feng, and Jiang Li. Progressive network transmission method research of vector data. Proc. of 4th Annual 2016 International Conference on Geo-Informatics in Resource Management & Sustainable Ecosystem, 2016, 11.18-11. 20. (27-36) (EI) (44)Zezhong Zheng, Pengxu Chen, Mingcang Zhu, Zhiqin Huang, Yufeng Lu, Yicong Feng, and Jiang Li. A novel manifold learning for dimensionality reduction and classification with hyperspectral image. Proc. of IEEE 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2016, 8.21-8.24. (EI) (45)Zezhong Zheng, Pengxu Chen, Mingcang Zhu, Zhiqin Huang, Yong He, Yicong Feng, Yufeng Lu, Zhenlu Yu, Shijie Yu, Shengli Wang, and Jiang Li. The manifold learning for dimensionality reduction with hyperspectral image. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), 2016, 7.10-7.15. (2757-2760) (EI) (46)Zezhong Zheng, Chengjun Pu, Mingcang Zhu, Zhiqin Huang, Yong He, Yicong Feng, Yufeng Lu, Zhenlu Yu, Shengli Wang, Shijie Yu, and Jiang Li. The tradeoff of accuracy with different landmarks with manifold learning. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), 2016, 7.10-7.15. (2738- 2741) (EI) (47)Shijie Yu, Zezhong Zheng*, Wunian Yang, Mingcang Zhu, Yong He, Zhenlu Yu, Shengli Wang, Fu Wang, and Jiang Li. The monitoring of land use and land cover change of Sichuan province and Chengdu district, China. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), 2016, 7.10-7.15. (4489- 4492) (EI) (48)Zezhong Zheng, Shijie Yu, Yong He*, Wenqiang Guo, Wunian Yang, Hongsheng Zhang, and Jiang Li. Monitoring of land use/land cover change of Ruoergai nature reserve in Sichuan province, China. Proc. of ISPRS International Conference on Intelligent Earth Observing and Applications, 2015, 10.23-10.24. (EI) (49)Zezhong Zheng, Chengjun Pu, Mingcang Zhu*, Jun Xia, Xiang Zhang, Yalan Liu, and Jiang Li. Damaged road extracting with high resolution aerial image of post-earthquake. Proc. of ISPRS International Conference on Intelligent Earth Observing and Applications, 2015, 10.23-10.24. (EI) (50)Yufeng Lu, Yong He, Jun Xia, Zezhong Zheng*, Huan Wei, Yalan Liu, Xiang Zhang, Guoqing Zhou, Zhanmang Liao, Guiyun Zhou, Hongsheng Zhang, and Jiang Li. The application of ant colony algorithm in emergency rescue with GIS. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015), 2015, 7.26-7.31. (4546-4549) (EI) (51)Lanying Yuan, Mingcang Zhu, Zezhong Zheng*, Jun Xia, Xiang Zhang, Yong He, Guoqing Zhou, Xiaowen Li, Guiyun Zhou, Yufeng Lu, Shi Qiu, Hongsheng Zhang, and Jiang Li. Drought monitoring and warning in the middle reach of Yangtze river with MODIS. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015), 2015, 7.26-7.31. (330-333) (EI) (52)Loc Tran, Zezhong Zheng, Guoqing Zhou, and Jiang Li*. Adaptive graph construction for Isomap manifold learning. SPIE Electronic Imaging. International Society for Optics and Photonics, 2015, 2.8-2.12. (939904-1-7) (EI) (53)Zezhong Zheng*, Yufeng Lu, Guoqing Zhou, Yalan Liu, Xiaowen Li, and Jiang Li. Vehicle detection of parking lot with different resolution aerial images. Proc. of SPIE Asia-Pacific Remote Sensing Symposium, 2014, 10.13-10.16, Beijing, China. (92632W 1-6) (EI) (54)Lanying Yuan, Zhenlu Yu, Zezhong Zheng*, Guoqing Zhou, Yalan Liu, Qing Xia, Minfeng Xing, and Hongsheng Zhang. Establishment of rocky desertification index in southwest of China. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), 2014, 7.13-7.18, Quebec, Canada. (2070-2073) (EI) (55)Huan Wei, Guoqing Zhou, Zezhong Zheng*, Xiaowen Li, Yalan Liu, Ying Zhang, Shang Li, and Tao Yue. Vehicle detection with high resolution parking lot aerial image. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013), 2013, 7.21-7.26, Melbourne, Austrlia. (4002-4005) (EI) (56)Shang Li, Guoqing Zhou, Zezhong Zheng*, and Xiaoting Wang. The relation between accuracy and size of structure element for vehicle detection with high resolution highway aerial images. Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013), 2013, 7.21-7.26, Melbourne, Austrlia. (2645-2648) (EI) (57)Zezhong Zheng*, Xiaoting Wang, and Guoqing Zhou. Vehicle detection based on morphology from highway aerial images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2012), 2012, 7.22-7.27, Munich, Germany. (5997-6000) (EI) (58)Zezhong Zheng, Dongming Fan, Wunian Yang, and Yuxia Li. Establishment of land use/ cover change database and eco-environment decisions in Sichuan province, China. The 2nd International Conference on Earth Observation for Global Changes (EOGC), 2009, 5.25-5.29, Chengdu, China. (747120-1-8) (EI) (59)Penggen Cheng, Guoqing Zhou, and Zezhong Zheng. Detecting and Counting Vehicles from Small Low-Cost UAV Images. 2009 American Society for Photogrammetry and Remote Sensing (ASPRS), 2009, 3.9-3.13, Baltimore, USA. (EI) (60)Jingyu Wei, Guoqing Zhou, and Zezhong Zheng. Survey and Analysis of Land Satellite Remote Sensing Applied in Highway Transportations Infrastructure Engineering. 2009 American Society for Photogrammetry and Remote Sensing (ASPRS), 2009, 3.9-3.13, Baltimore, USA. (EI) 主要学术荣誉: (1)荣获电子科技大学2017年度优秀科研个人; (2)荣获四川省2007年优秀硕士学位论文; (3)荣获2006年度中国冶金集团成都勘察研究总院十佳优秀工程奖; (4)1999.6-2003.8,在中海油工作的四年中,获中国海洋石油研究总院渤海石油研究院科技进步一等奖1项,二等奖1项,优秀奖2项。

专业研究方向:  
专业名称 研究方向 招生类别
081600测绘科学与技术 01定量遥感 硕士
081600测绘科学与技术 02地理信息大数据 硕士
081600测绘科学与技术 04遥感信息采集、处理与识别 硕士
081600测绘科学与技术 05资源环境信息技术 硕士


学院列表
01  信息与通信工程学院
02  电子科学与工程学院
03  材料与能源学院
04  机械与电气工程学院
05  光电科学与工程学院
06  自动化工程学院
07  资源与环境学院
08  计算机科学与工程学院
09  信息与软件工程学院
10  航空航天学院
11  数学科学学院
12  物理学院
13  医学院
14  生命科学与技术学院
15  经济与管理学院
16  公共管理学院
17  外国语学院
18  马克思主义学院
21  基础与前沿研究院
22  通信抗干扰技术国家级重点实验室
23  电子科学技术研究院
28  深圳高等研究院