黄昕,男,1982年生于湖北武汉,工学博士,博导,武汉大学珞珈特聘教授。[1]
人物经历
2009年,黄欣获得中国武汉大学摄影测量与遥感博士学位。2014年,他担任IEEE地球科学与遥感通讯副主编。2016年,他担任《摄影测量工程与遥感》副主编。2018年,他担任“IEEE应用地球观测与遥感精选主题杂志”副主编。同年,他担任《遥感》(MDPI的开放获取期刊)的编辑委员会成员。2019年起,他成为《环境遥感》(遥感领域排名第一的期刊)的编委会成员。[2]
研究项目
[1]基于国产遥感卫星的典型要素提取技术
[2]重特大灾害应急通讯与信息服务集成平台研制
[3]星载图像多谱段联合目标实时监测数据处理研究
[4]无人机高分辨率光学影像处理
[6]东洞庭湖湿地资源动态变化遥感调查与分析
[7]深圳市土地利用变化遥感调查与分析
[8]赤水河流域岸边带生态健康遥感调查与分析
[9]洞庭湖区高分辨率遥感影像拼接产品数据制作
[10]基于深度学习的深圳市生态系统服务的遥感监测
[11]面向多视角卫星的城市遥感智能信息提取与三维动态监测
[13]多源光学卫星遥感影像智能处理与定量信息提取
[14]国家自然科学基金(科学部综合管理项目):遥感科学与技术发展态势与应对策略. 2019-01-01to2019-12-31
[15]深圳市环境监测中心站:基于遥感的深圳城区土壤动态监测与分析.2018-01-01to2019-12-31
[16]长江水利委员会:赤水河流域岸边带生态健康评估. 2018-01-01to2019-12-31
[17]长江水利委员会:东洞庭湖湿地资源动态变化遥感调查与分析. 2016-01-01to2017-12-31
[18]湖北省自然科学基金杰出青年基金项目:面向多视角卫星的城市遥感智能信息提取. 2017-01-01to2019-12-31
[19]国家重点研发计划:基于国产遥感卫星的典型要素提取技术. 2016-01-01to2021-12-31
[20]国家自然科学基金优秀青年基金:高分辨率城市遥感:信息处理方法与应用. 2016-01-01to2018-12-31
[21]国家自然科学基金重大研究计划:高分辨率遥感影像多特征稀疏表达与智能理解方法研究. 2014-01-01to2016-12-31
[22]国家自然科学基金:新型高光谱遥感影像的像素-结构-对象多层特征分类模型研究. 2012-01-01to2014-12-31
[23]百篇优秀博士论文专项基金:高分辨率遥感影像的场景语义学习模型研究. 2013-01-01to2017-12-31
[24]教育部新世纪优秀人才计划:高分辨率遥感影像处理与应用. 2012-01-01to2014-12-31
[25]地理国情监测:高分辨率影像处理模块与插件. 2013-01-01to2014-12-31
[26]国家自然科学基金重点项目:多源高分辨率卫星影像的几何精处理、特征提取与智能化分类. 2011-01-01to2014-12-31
[27]国家自然科学基金委与法国国家科研署共同资助合作研究项目:多尺度遥感影像信息提取与解译. 2011-01-01to2014-12-31
[28]国家973计划:空天地一体化对地观测传感网的理论与方法. 2011-01-01to2015-12-31
[29]国家973计划课题:全波段多源数据综合信息提取技术与方法. 2009-01-01to2013-12-31
注:资料来源[3]
主要论文
| 发表时间 | 论文名称 | 发表刊物 |
|---|---|---|
| 2020年 | The impact of urban agglomeration on ozone precursor conditions: A systematic investigation across global agglomerations utilizing multi-source geospatial datasets | Science of the Total Environment |
| High-resolution urban land-cover mapping and landscape analysis of the 42 major cities in China using ZY-3 satellite images | Science Bulletin | |
| A label-noise robust active learning sample collection method for multi-temporal urban land-cover classification and change analysis | Isprs Journal Of Photogrammetry And Remote Sensing | |
| Advances in urban information extraction from high-resolution remote sensing imagery | Science China Earth Sciences | |
| A novel self-relearning approach for Landsat image change detection | Proceedings of SPIE - The International Society for Optical Engineering | |
| An automatic change detection method for monitoring newly constructed building areas using time-series multi-view high-resolution optical satellite images | Remote Sensing Of Environment | |
| Global assessment of the impact of irrigation on land surface temperature | Science Bulletin | |
| Irrigation cooling effect on land surface temperature across China based on satellite observations | Science of the Total Environment | |
| Satellite-derived river width and its spatiotemporal patterns in China during 1990-2015 | Remote Sensing Of Environment | |
| 2019年 | Evidence of the mitigated urban particulate matter island (UPI) effect in China during 2000–2015 | Science of the Total Environment |
| Ground-Level Ozone Concentration and Landscape Patterns in China's Urban Areas | Photogrammetric Engineering And Remote Sensing | |
| Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery | Remote Sensing Of Environment | |
| A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery | IEEE Transactions on Geoscience and Remote Sensing | |
| A novel locally adaptive method for modeling the spatiotemporal dynamics of global electric power consumption based on DMSP-OLS nighttime stable light data | Applied Energy | |
| Investigating the effects of 3D urban morphology on the surface urban heat island effect in urban functional zones by using high-resolution remote sensing data: A case study of Wuhan, Central China | Isprs Journal Of Photogrammetry And Remote Sensing | |
| Monitoring ecosystem service change in the City of Shenzhen by the use of high-resolution remotely sensed imagery and deep learning | Land Degradation & Development | |
| Automatic extraction of built-up area from ZY3 multi-view satellite imagery: Analysis of 45 global cities | Remote Sensing Of Environment | |
| Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | |
| 2018年 | Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method | IEEE Transactions on Geoscience and Remote Sensing |
| A novel co-training approach for urban land cover mapping with unclear Landsat time series imagery | Remote Sensing Of Environment | |
| Exploring the driving forces of farmland loss under rapidurbanization using binary logistic regression and spatial regression: A case study of Shanghai and Hangzhou Bay | Ecological Indicators | |
| Impact of land-cover layout on particulate matter 2.5 in urban areas of China | International Journal of Digital Earth | |
| The footprint of urban heat island effect in 302 Chinese cities: Temporal trends and associated factors | Science of the Total Environment | |
| Analysis of the relationships between environmental noise and urban morphology | Environment pollution | |
| Tea Garden Detection From High-Resolution Imagery Using a Scene-Based Framework | Photogrammetric Engineering And Remote Sensing | |
| Angular difference feature extraction for urban scene classification using ZY-3 multi-angle high-resolution satellite imagery | ISPRS Journal of Photogrammetry and Remote Sensing | |
| Deep networks under scene-level supervision for multi-class geospatial object detection from remote sensing images | ISPRS Journal of Photogrammetry and Remote Sensing | |
| Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval. | IEEE Transactions on Geoscience and Remote Sensing | |
| Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks | IEEE Transactions on Geoscience and Remote Sensing | |
| 2017年 | A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| Multi-level monitoring of subtle urban changes for the megacities of China using high-resolution multi-view satellite imagery | Remote Sensing Of Environment | |
| Assessing the relationship between surface urban heat islands and landscape patterns across climatic zones in China | Scientific Reports | |
| 珠江三角洲地区1990—2015年城市化协调性研究 | 广东土地科学 | |
| Characterization of the coherent scattering induced by ridging patterns in agriculture by the use of polarimetric SAR imagery | International Journal Of Remote Sensing | |
| Integrating Multiple Textural Features for Remote Sensing Image Change Detection | Photogrammetric Engineering And Remote Sensing | |
| A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | |
| Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | |
| Impacts of Land-Use Changes on the Lakes across the Yangtze Floodplain in China | Environmental science & technology | |
| Multi-level monitoring of subtle urban changes for the megacities of China using high-resolution multi-view satellite imagery | Remote Sensing of Environment | |
| Unsupervised Deep Feature Learning for Urban Village Detection from High-Resolution Remote Sensing Images | Photogrammetric Engineering And Remote Sensing | |
| Assessing the relationship between surface urban heat islands and landscape patterns across climatic zones in China | Scientific Reports | |
| Urban expansion patterns of 291 Chinese cities, 1990-2015 | International Journal of Digital Earth | |
| 2016年 | Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data | IEEE Geoscience and Remote Sensing Letters |
| Generalized Differential Morphological Profiles for Remote Sensing Image Classification | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | |
| Special Section Guest Editorial: Sparsity Driven High Dimensional Remote Sensing Image Processing and Analysis | Journal of Applied Remote Sensing | |
| 2015年 | Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas | Remote Sensing |
| 2014年 | Collaborative representation with multi-task learning for hyperspectral image classification | IEEE Transactions on Geoscience and Remote Sensing |
| Sparse transfer manifold embedding for hyperspectral target detection | IEEE Transactions on Geoscience and Remote Sensing | |
| Building change detection from multitemporal high-resolution remotely sensed images d on a morphological building index. | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | |
| Hyperspectral remote sensing image subpixel target detection based on supervised metric learning | IEEE Transactions on Geoscience and Remote Sensing | |
| Quality assessment of panchromatic and multispectral image fusion for the ZY-3 satellite: from an information extraction perspective | IEEE Geoscience and Remote Sensing Letters | |
| A multi-index learning approach for classification of high-resolution remotely sensed images over urban areas | ISPRS Journal of Photogrammetry and Remote Sensing | |
| New post-processing methods for remote sensing image classification: a systematic study | IEEE Transactions on Geoscience and Remote Sensing | |
| 3D wavelet texture feature extraction and classification for multi/hyperspectral imagery | IEEE Geoscience and Remote Sensing Letters | |
| Novel clustering-based feature representation for the classification of hyperspectral imagery | Remote Sensing | |
| Multiple morphological profiles from multicomponent images for hyperspectral image classification | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | |
| 2013年 | A modified stochastic neighbor ding for multi-feature dimension reduction of remote sensing images | ISPRS Journal of Photogrammetry and Remote Sensing |
| Tensor discriminative locality alignment for hyperspectral image spectral–spatial feature extraction | IEEE Transactions on Geoscience and Remote Sensing | |
| An energy-driven total variation model for segmentation and classification of high spatial resolution remote-sensing imagery | IEEE Geoscience and Remote Sensing Letters | |
| Hyperspectral image noise reduction based on rank-1 tensor decomposition | ISPRS Journal of Photogrammetry and Remote Sensing | |
| An SVM ensemble approach combining spectral, structural, and semantic features for the classification of high-resolution remotely sensed imagery | IEEE Transactions on Geoscience and Remote Sensing | |
| Fault-tolerant building change detection from urban high-resolution remote sensing imagery | IEEE Geoscience and Remote Sensing Letters | |
| 2012年 | On combining multiple features for hyperspectral remote sensing image classification | IEEE Transactions on Geoscience and Remote Sensing |
| Morphological building/shadow index for building extraction from high-resolution imagery over urban areas | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | |
| A multiscale urban complexity index d on 3D wavelet transform for spectral-spatial feature extraction and classification: an evaluation on the 8-channel WorldView-2 imagery | International Journal of Remote Sensing | |
| A multilevel decision fusion approach for urban mapping using very-high-resolution multi/hyper-spectral imagery | International Journal of Remote Sensing | |
| 2011年 | Wavelength selection and spectral discrimination for paddy rice, with laboratory measurements of hyperspectral leaf reflectance | ISPRS Journal of Photogrammetry and Remote Sensing |
| A multi-feature tensor for remote sensing target recognition | IEEE Geoscience and Remote Sensing Letters | |
| Classification of high spatial resolution imagery d on distance-weighted MRF with an improved ICM method | International Journal of Remote Sensing | |
| Object-oriented change detection based on the Kolmogorov–Smirnov test using high-resolution multispectral imagery | International Journal of Remote Sensing | |
| A multidirectional and multiscale morphological index for automatic building extraction from mutispectral GeoEye-1 imagery | Photogrammetric Engineering and Remote Sensing | |
| Information fusion of aerial images and LIDAR data in urban areas: vector stacking, re-classification, and post-processing approaches | International Journal of Remote Sensing | |
| 2010年 | Simulation of low-resolution panchromatic images by multivariate linear regression for pan-sharpening Ikonos imageries | IEEE Geoscience and Remote Sensing Letters |
| Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery | Neurocomputing | |
| Comparison of vector stacking, multi-SVMs fuzzy output, and multi-SVMs voting methods for multiscale VHR urban mapping | IEEE Geoscience and Remote Sensing Letters | |
| 2009年 | Road centreline extraction from high resolution imagery d on multiscale structural features and support vector machines | International Journal of Remote Sensing |
| A comparative study of spatial approaches for urban mapping using hyperspectral ROSIS images over Pavia city, northern of Italy | International Journal of Remote Sensing | |
| Evaluation of morphological texture features for mangrove forest mapping and species discrimination using multispectral IKONOS imagery | IEEE Geoscience and Remote Sensing Letters | |
| 2008年 | Classification of very high spatial resolution imagery d on the fusion of edge and multispectral information | Photogrammetric Engineering and Remote Sensing |
| A multiscale feature fusion approach for classification of very high resolution satellite imagery based on wavelet transform | International Journal of Remote Sensing | |
| An adaptive mean-shift analysis approach for extraction and classification from urban hyperspectral imagery | IEEE Transactions on Geoscience and Remote Sensing | |
| 2007年 | Classification and extraction of spatial features in urban areas using high resolution multispectral imagery | IEEE Geoscience and Remote Sensing Letters |
| An adaptive multiscale information fusion approach for feature extraction and classification of IKONOS multispectral imagery over urban areas | IEEE Geoscience and Remote Sensing Letters | |
| 2006年 | A pixel shape index coupled with spectral information for the classification of high spatial resolution remotely sensed imagery | IEEE Transactions on Geoscience and Remote Sensing |
注:资料来源[4]
主要著作
| 著作名称 | 出版社 | 出版时间 |
|---|---|---|
| 高分辨率遥感信息处理[5] | 科学出版社 | 2018年3月1日 |
社会职务
黄昕所任社会职务主要有:IEEE Transactions on Geoscience and Remote Sensing副主编;Remote Sensing of Environment编委;IEEE GRSS特刊委员会委员;Remote Sensing(MDPI)编委;IEEE Journal of Selected Topics in Earth Observations and Remote Sensing(JSTARS)副主编;Photogrammetric Engineering and Remote Sensing(PE&RS)副主编;IEEE Geoscience and Remote Sensing Letters(GRSL)副主编;Remote Sensing(2018年)客座编辑;IEEE Journal of Selected Topics in Earth Observations and Remote Sensing(2016年、2018年)客座编辑;Journal of Applied Remote Sensing(2016年)客座编辑;国际城市遥感大会技术委员会委员;IEEE影像分析与数据融合技术委员会委员;RSE,IEEE TIP,IEEE TGRS等国际期刊审稿人;国家自然科学基金优秀青年基金会评专家;国家自然科学基金重点、重大国际交流、优青、面上、地区、青年项目评审专家;科技部“地球观测与导航”重点专项答辩召集人;测绘科学技术学科发展报告专家组成员;摄影测量与遥感学会秘书;美国、新加坡、阿联酋、波兰等国家自然科学基金评审专家。[1]
获得荣誉
获2012年全国百篇优秀博士学位论文、2011年教育部新世纪优秀人才、2015年国家优秀青年科学基金、2017年湖北省杰出青年基金、2017年中组部“万人计划”青年拔尖人才。[1]
参考资料 5
- 武汉大学遥感院黄昕李家艺团队 — 武汉大学
- Huang Xin — 武汉大学教师主页
- Huang Xin — 武汉大学教师主页
- Huang Xin — 武汉大学教师主页
- Huang Xin — 武汉大学教师主页