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个人简介
郝明,男,1988年生,山东德州人,中国矿业大学测绘工程专业本科、大地测量学与测量工程专业博士。主要研究遥感影像变化检测、遥感影像目标提取和地理国情监测可靠性评估理论。目前已在IJRS、IEEE GRSL、EJRS、RSL和中国矿业大学学报等国内外期刊及国际会议发表论文20篇,其中SCI检索第一作者8篇,通讯作者3篇;主持国家自然科学青年基金、江苏省自然科学青年基金、国家博士后面上基金各1项。
Email:cumthaoming@163.com
获奖、荣誉称号
1. 获测绘科技进步特等奖1项,排名第3,2017年
研究领域
遥感图像处理;变化检测;特征提取,模式识别
科研项目
1. 光谱-空间-纹理信息优化的马尔可夫随机场变化检测方法,博士后面上基金,5万元,2015-2016。
2. 基于多特征深度学习的高分辨率遥感影像对象级变化检测方法,江苏省自然科学基金青年项目,20万元,2016.7-2019.6。
3. 基于深度特征迁移学习的多源遥感影像动态阈值多类别变化检测,国家自然科学青年基金,24万元,2018.1-2020.12。
发表论文
[1]. Ming Hao, Hua Zhang, Zhenxuan Li, and Bingqian Chen. Unsupervised change detection using a novel fuzzy c-means clustering simultaneously incorporating local and global information. Multimedia Tools and Applications, 2017,
[2]. Ming Hao, Wenzhong Shi, Hua Zhang, Qunming Wang, and Kazhong Deng. A scale-driven change detection method incorporating uncertainty analysis for remote sensing images. Remote Sensing, 2016, 8, 745. (SCI)
[3]. Ming Hao, Wenzhong Shi, Kazhong Deng, and Qiyan Feng. Superpixel-based active contour model for unsupervised change detection from satellite images. International Journal of Remote Sensing, 2016, 37(18): 4276-4295. (SCI)
[4]. Ming Hao, Wenzhong Shi, Kazhong Deng, Hua Zhang, and Pengfei He. An object-based change detection approach using uncertainty analysis for VHR images. Journal of Sensors, 2016, Article ID 309696. (SCI)
[5]. Ming Hao, Wenzhong Shi, Kazhong Deng, and Hua Zhang. Fusion-based approach to change detection to reduce the effect of the tradeoff parameter in the active contour model. Remote Sensing Letters, 2015, 6(1): 39-48. (SCI)
[6]. Ming Hao, Wenzhong Shi, Kazhong Deng, and Hua Zhang. A contrast-sensitive Potts model custom-designed for change detection. European Journal of Remote Sensing, 2014, 47:643-654. (SCI)
[7]. Ming Hao, Hua Zhang, Wenzhong Shi, and Kazhong Deng. Unsupervised change detection using fuzzy c-means and MRF from remotely sensed images. Remote Sensing Letters, 2013,4(12):1185–1194. (SCI)
[8]. Ming Hao, Wenzhong Shi, Hua Zhang and Chang Li. Unsupervised change detection with Expectation-Maximization-based level set, IEEE Geoscience and Remote Sensing Letters, 2014,11(1):210-214. (SCI)
[9]. Wenzhong Shi, and Ming Hao*. A method to detect earthquake-collapsed buildings from high-resolution satellite images. Remote Sensing Letters, 2013,4(12):1166–1175. (SCI,本人通讯作者)
[10]. Wenzhong Shi, Ming Hao*. Analysis of spatial distribution pattern of change-detection error caused by misregistration. International Journal of Remote Sensing, 2013, 34(19): 6883-6897. (SCI,本人通讯作者)
[11]. 郝明,邓喀中,张华. 基于遥感数据提取建筑物的主动轮廓改进模型[J],中国矿业大学学报,2012,41(5):833-838. (EI)
[12]. 郝明,史文中,张华. 利用主动轮廓和MRF探测震后损坏建筑物[J],中国矿业大学学报,2014,42(1):156-161. (EI)
[13]. 郝明,史文中,张华. 一种基于LiDAR数据的建筑物自动提取方法[J],测绘通报, 2014, 4: 82-85. (中文核心)
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