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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN" "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
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<a href="./"><img src="./Files/HU.jpg" alt="" height="215px" /></a> </td>
<td align="left"><p><a href="./"><font size="4">HU Meiqi(</font><font size="4"; font style="font-family:Microsoft YaHei">胡美琪-中山大学</font><font size="4">)</font></a><br />
<i>PostDoc </i>
<br /><br />
<a href="https://gp.sysu.edu.cn/" target="_blank"> 中山大学地理科学与规划学院</a><br />
<a href="http://sigma.whu.edu.cn/index.php" target="_blank">WHU SIGMA group ｜武汉大学智能感知与机器学习课题组</a><br />
<a href="http://liesmars.whu.edu.cn/" target="_blank">State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing</a><br />
<a href="https://www.whu.edu.cn/" target="_blank">Wuhan University</a><br />
<br />
Email: [email protected] <br />
[<a href="https://github.com/meiqihu" target="_blank">GitHub</a>]
[<a href="https://scholar.google.com.hk/citations?user=jxyAHdkAAAAJ&hl=zh-CN" target="_blank">GoogleScholar</a>]
[<a href="https://www.researchgate.net/profile/Humeiqi-humeiqi" target="_blank">ResearchGate</a>]
[<a href="https://orcid.org/my-orcid?orcid=0009-0006-1075-9100" target="_blank">ORCID</a>]
[<a href="./Files/MeiqiHU_CV.pdf" target="_blank">CV</a>]
<br />
<br />
Location: Liesmars, Luoyu Road #129, Hongshan District, Wuhan, Hubei, China<br />
<class="staffshortcut">
<A HREF="#News">News</A> |
<A HREF="#Interest">Research Interest</A> |
<A HREF="#Co-authors">Co-authors</A> |
<A HREF="#Education">Education</A> |
<A HREF="#Publications">Publications</A> |
<A HREF="#Awards">Awards</A>|
<A HREF="#Conference Experience">Conference Experience</A>|
</td></tr></table>
<A NAME="News"><h2>News</h2></A>
<ul>
<li> <b> <font color="#FF0000">[2024.06]</font> </b>The biggest Hyperspectral foundation model <b>HyperSIGMA</b> has been released at Arxiv [<a href="https://arxiv.org/abs/2406.11519">Paper</a>][<a href="https://github.com/WHU-Sigma/HyperSIGMA">Code</a>]!
<li> <b> <font color="#FF0000">[2024.06]</font> </b> I am gonna to a postdoc at Sun Yat-sen University !</li>
<li> <b> <font color="#FF0000">[2024.05]</font> </b> One paper has been accepted by <b>ISPRS</b> (<a href="https://www.sciencedirect.com/science/article/pii/S0924271624001539" target="_blank">link</a>)!</li>
<li> <b> <font color="#FF0000">[2024.02]</font> </b> One co-authored paper has been accepted by <b>IEEE TGRS</b> (<a href="https://ieeexplore.ieee.org/document/10445496" target="_blank">link</a>)!</li>
<li> <b> <font color="#FF0000">[2023.10]</font> </b> One co-authored paper has been accepted by <b>IEEE JSTARS</b> (<a href="https://ieeexplore.ieee.org/abstract/document/10285305" target="_blank">link</a>)!</li>
<li> <b> <font color="#FF0000">[2023.09]</font> </b> One co-authored paper has been accepted by <b>IEEE JSTARS</b> (<a href="https://ieeexplore.ieee.org/document/10234560" target="_blank">link</a>)!</li>
<li> <b> <font color="#FF0000">[2023.04]</font> </b> One co-authored paper has been accepted by <b>IEEE JSTARS</b> (<a href="https://ieeexplore.ieee.org/abstract/document/10093022" target="_blank">link</a>)!</li>
<li> <b> <font color="#FF0000">[2023.04]</font> </b> One paper is acceptted as a <b>Poster</b> by <b>IGARSS 2023</b> (<a href="https://2023.ieeeigarss.org/papers/accepted_papers.php" target="_blank">homepage)</a>!</li>
</ul>
<br />
<A NAME="Interest"><h2>Research Interest</h2></A>
I am working in remote sensing image interpretation and analysis, Change detection; Deep learning; Information Extraction; Spectral unmixing. Currently, I focus on the following research topics:
<ul>
<li>Change detection with bi-temporal hyperspectral remote sensing images</li>
<li>multi-class change detection</li>
<li>Spectral unmixing and analysis</li>
</ul>
<br />
<A NAME="Co-authors"><h2>Co-authors</h2></A>
<font size="3">
<ul>
<li> <a href= "https://chengxihan.github.io" target="_blank"><u>Chengxi Han (韩承熙)</u></a> , <a href= "https://scholar.google.com/citations?user=HvYxc84AAAAJ&hl=en" target="_blank"><u>Haonan Guo (郭昊南)</u></a> , <a href= "https://chrx97.com/" target="_blank"><u>Hongruixuan Chen (陈洪瑞轩)</u></a>, <a href= "https://scholar.google.com.hk/citations?user=aK0etvYAAAAJ&hl=zh-CN" target="_blank"><u>Dehui Zhu (朱德辉)</u></a>, </u></a> </li>
<li> <a href= "https://dotwang.github.io/" target="_blank"><u>Di Wang (王迪)</u></a> ,<a href= "XXX" target="_blank"><u>Chuan Fu (付川) </u></a>, <a href= "https://leonmakise.github.io" target="_blank"><u>Jiaqi Ma (马嘉祺)</u></a> , </li>
<li> <a href= "https://scholar.google.com/citations?hl=en&user=CxKy4lEAAAAJ" target="_blank"><u>Yichu Xu (徐一楚)</u></a> , <a href= "https://jqyang22.github.io/" target="_blank"><u>Jiaqi Yang (杨佳琪)</u></a> , <a href= "https://scholar.google.com/citations?hl=en&user=PBqyF80AAAAJ" target="_blank"><u>Yao Jin (金垚)</u></a> , </li>
</li><a href= "https://scholar.google.com/citations?hl=en&user=-ec3mwUAAAAJ" target="_blank"><u>Yuchun Miao (苗雨春) </u></a> , <a href= "XXX" target="_blank"><u>Xiaolei Qin (秦晓蕾)</u></a> , <a href= "XXX" target="_blank"><u>Lingyu Sun (孙凌瑜)</u></a>, </li>
</ul>
</font>
<br />
<A NAME="Education"><h2>Education</h2></A>
<ul>
<li>2021.09-2024.06 Pursuing Ph.D of Photogrammetry and Remote Sensingin <a href="http://liesmars.whu.edu.cn/" target="_blank">LIESMARS</a>, <a href="https://www.whu.edu.cn/" target="_blank">Wuhan University</a>. Supervisor: Prof. <a href="http://www.lmars.whu.edu.cn/prof_web/zhangliangpei/rs/index.html" target="_blank">Liangpei Zhang</a> & <a href="http://cs.whu.edu.cn/info/1019/2892.htm " target="_blank">Bo Du</a> & <a href="http://jszy.whu.edu.cn/wuchen" target="_blank">Chen Wu</a></li>
<li>2019.09-2021.06 M.E.Candidate of Photogrammetry and Remote Sensing in <a href="http://liesmars.whu.edu.cn/" target="_blank">LIESMARS</a>, <a href="https://www.whu.edu.cn/" target="_blank">Wuhan University</a>. Supervisor: Prof. <a href="http://www.lmars.whu.edu.cn/prof_web/zhangliangpei/rs/index.html" target="_blank">Liangpei Zhang</a> & <a href="http://cs.whu.edu.cn/info/1019/2892.htm " target="_blank">Bo Du</a> & <a href="http://jszy.whu.edu.cn/wuchen" target="_blank">Chen Wu</a></li>
<li>2015.09-2019.06 B.E. of Surveying and Mapping Engineering in <a href="https://gip.csu.edu.cn/" target="_blank">School of Geosciences and Info-Physics</a>, <a href="https://www.csu.edu.cn/" target="_blank">Central South University</a>. </li>
</ul>
<br />
<A NAME="Publications"><h2>Publications</h2></A>
<p><b>Journals</b>: </p>
<font size="3">
<ul>
</ul>
</font>
<p></p>
<font size="3">
<ul>
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/HyperSIGMA_framework.png" width="290px"></td>
<td>
<a href="https://arxiv.org/abs/2406.11519">[11] HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model</a>
<br> Di Wang, <b>Meiqi Hu</b> , Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, and Liangpei Zhang
<br><i>XXXX (<b>XXX</b>)</i>, 2024.
<br>[<a href="https://arxiv.org/abs/2406.11519">Paper</a>][<a href="https://github.com/WHU-Sigma/HyperSIGMA">Code</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_GlobalMind.png" width="290px"></td>
<td>
<a href="https://arxiv.org/abs/2304.08687">[10] GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection</a>
<br><b>M. Hu</b>, C. Wu, and L. Zhang,
<br><i> ISPRS Journal of Photogrammetry and Remote Sensing(<b>ISPRS</b>)</i>, 2023. (<b>SCI Q1, IF=12.7</b>)
<br>[<a href="https://www.sciencedirect.com/science/article/pii/S0924271624001539">Paper</a>][<a href="https://github.com/meiqihu/GlobalMind">Code</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/C2F-SemiCD.png" width="290px"></td>
<td>
<a href="https://github.com/ChengxiHAN/C2F-SemiCD-and-C2FNet">[9] C2F-SemiCD: A coarse-to-fine semi-supervised change detection method based on consistency regularization in High-Resolution Remote-Sensing Images</a>
<br>C. Han,C. Wu, <b>M. Hu.</b>, J. Li, and H. Chen,
<br><i>IEEE Transactions on Geoscience and Remote Sensing (<b>TGRS</b>)</i>, 2023. (<b>SCI Q1 TOP, IF=8.2</b>)
<br>[<a href="https://ieeexplore.ieee.org/document/10445496">Paper</a>][<a href="https://github.com/ChengxiHAN/C2F-SemiCD-and-C2F-CDNet">Code</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_MC2ABNet.png" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10285305">[8] Multiscale Change Detection Network based on Channel Attention and Fully Convolutional BiLSTM for Medium-resolution Remote Sensing Imagery</a>
<br>J. Li, <b>M. Hu</b>, and C. Wu,
<br><i>IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (<b>JSTARS</b>)</i>, 2023. (<b>SCI Q2, IF=5.5</b>)
<br>[<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10285305">Paper</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_CGNet.png" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/document/10234560">[7] Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery</a>
<br>C. Han, C. Wu, H. Guo, <b>M. Hu</b>. J. Li, and H. Chen,
<br><i>IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (<b>JSTARS</b>)</i>, 2023. (<b>SCI Q3, IF=5.5</b>)
<br>[<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10234560">Paper</a>][<a href="https://github.com/ChengxiHAN/CGNet-CD">Code</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_CGSAL.jpg" width="290px"></td>
<td>
<a href="https://www.sciencedirect.com/science/article/pii/S0893608023000655">[6] Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection</a>
<br>D. Zhu, B. Du, <b>M. Hu.</b>, Y. Dong and L. Zhang,
<br><i>Neural Networks (<b>NN</b>)</i>, 2023. (<b>SCI Q1 TOP, IF=7.8</b>)
<br>[<a href="https://www.sciencedirect.com/science/article/pii/S0893608023000655">Paper</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_HANet.png" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/abstract/document/10093022">[5] HANet: A hierarchical attention network for change detection with bi-temporal very-high-resolution remote sensing images</a>
<br>C. Han,C. Wu, H. Guo , <b>M. Hu</b>. and H. Chen,
<br><i>IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (<b>JSTARS</b>)</i>, 2023. (<b>SCI Q3, IF=5.5</b>)
<br>[<a href="https://ieeexplore.ieee.org/abstract/document/10093022">Paper</a>][<a href="https://github.com/ChengxiHAN/HANet-CD">Code</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_BCGNet.png" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/abstract/document/10011164">[4]Binary Change Guided Hyperspectral Multiclass Change Detection</a>
<br><b>M. Hu</b>, C. Wu, B. Du and L. Zhang,
<br><i>IEEE Transactions on Image Processing (<b>TIP</b>)</i>, 2023. (<b>SCI Q1 TOP, IF=10.6</b>)
<br>[<a href="Https://ieeexplore.ieee.org/abstract/document/10011164">Paper</a>][<a href="https://github.com/meiqihu/BCG-Net">Code</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_HyperNet.png" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/abstract/document/9934933">[3] HyperNet: Self-Supervised Hyperspectral Spatial–Spectral Feature Understanding Network for Hyperspectral Change Detection</a>
<br><b>M. Hu</b>, C. Wu and L. Zhang,
<br><i> IEEE Transactions on Geoscience and Remote Sensing (<b>TGRS</b>)</i>, 2021. (<b>SCI Q1 TOP, IF=8.2</b>)
<br>[<a href="https://ieeexplore.ieee.org/abstract/document/9934933">Paper</a>][<a href="https://github.com/meiqihu/HyperNet">Code</a>]
</td>
</tr>
</table>
<br />
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_ACDA.jpg" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/abstract/document/9380336">[2] Hyperspectral Anomaly Change Detection Based on Autoencoder</a>
<br><b>M. Hu</b>, C. Wu, L. Zhang and B. Du,
<br><i> IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (<b>JSTARS</b>)</i>, 2021. (<b>SCI Q3, IF=5.5</b>)
<br>[<a href="https://ieeexplore.ieee.org/abstract/document/93803363">Paper</a>][<a href="https://github.com/meiqihu/ACDA">Code</a>]
</td>
</tr>
</table>
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_VehicleExtra.png" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/abstract/document/9427164">[1] Traffic density reduction caused by city lockdowns across the world during the COVID-19 epidemic: from the view of high-resolution remote sensing imagery</a>
<br>Wu, C., Zhu, S., Yang, J., <b>Hu, M.</b>, Du, B., Zhang, L., Zhang, L., Han, C. and Lan, M.,
<br><i>IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (<b>JSTARS</b>)</i>, 2021. (<b>SCI Q3, IF=5.5</b>)
<br>[<a href="https://ieeexplore.ieee.org/abstract/document/9427164">Paper</a>]
</td>
</tr>
</table>
<br />
</ul>
</font>
<p></p>
<p><b>Conferences</b>: </p>
<font size="3">
<ul>
</ul>
</font>
<p></p>
<font size="3">
<ul>
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_EMS-Net.png" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/document/10282722">[2] EMS-Net: Efficient Multi-Temporal Self-Attention For Hyperspectral Change Detection</a>
<br> <b>M. Hu</b>, C. Wu,
<br><i>Proceeding of the IEEE International Geoscience and Remote Sensing Symposium (<b>IGARSS 2023</b>)</i>, 2023. (<b>EI</b>)
<br>[<a href="https://arxiv.org/ftp/arxiv/papers/2303/2303.13753.pdf">Paper</a>]
</td>
</tr>
</table>
<table width="100%" class="imgtable">
<tr>
<td width="306"> <img src="Files/paper_MTCNet.png" width="290px"></td>
<td>
<a href="https://ieeexplore.ieee.org/abstract/document/9884729">[1] Multi-Temporal Spatial-Spectral Comparison Network For Hyperspectral Anomalous Change Detection</a>
<br> <b>M. Hu</b>, C. Wu and B. Du,
<br><i>Proceeding of the IEEE International Geoscience and Remote Sensing Symposium (<b>IGARSS 2022</b>)</i>, 2022. (<b>EI</b>)
<br>[<a href="https://ieeexplore.ieee.org/abstract/document/9884729">Paper</a>]
</td>
</tr>
</table>
</ul>
</ul>
<p></p>
<p><b>Membership</b>: </p>
<font size="3">
<ul>
<li><a href="https://www.tandfonline.com/journals/tgsi20">Geo-Spatial Information Science, Editorial Intern</a>
<li>IEEE Geoscience and Remote Sensing Society (GRSS), Student Member</li>
<li><a href=" https://site.ieee.org/wuhan-grss/executive-committee/">IEEE GRSS Wuhan Chapter, Student Branch Secretary</a>
<li>IEEE, Student Member</li>
<li>ACM, Student Member</li>
</ul>
</font>
<br />
<p></p>
<br />
</ul>
</font>
<p></p>
<p><b>Journal Reviewer</b>: </p>
<font size="3">
<ul>
<li><a href="https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=4358840">IEEE Transactions on Image Processing (<b>TIP</b>)</li>
<li><a href="https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=4358825">IEEE Transactions on Geoscience and Remote Sensing (<b>TGRS</b>)</li>
<li><a href="https://www.tandfonline.com/journals/tgsi20">Geo-Spatial Information Science(<b>GSIS</b>)</li>
<li><a href="https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=4609444">IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (<b>JSTARS</b>)</li>
<li><a href="https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=4357975">IEEE Geoscience and Remote Sensing Letters (<b>GRSL</b>)</li>
</ul>
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</ul>
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</ul>
<br />
<A NAME="Awards"><h2>Awards</h2></A>
<font size="3">
<ul>
<li>2023.10， First Prize of Academic Scholarship, Wuhan University | <font style="font-family:Microsoft YaHei">武汉大学学业奖学金一等奖</font></li>
<li>2023.10，Yugang-Songxiao Scholarship | 于刚-宋晓奖学金 </li>
<li>2023.07，<a href= "http://news.whu.edu.cn/info/1015/440957.htm" target="_blank"><u>ACM Turing Award Celebration Conference, Camera crew | ACM中国图灵大会</u></a> <a href= "https://cs.whu.edu.cn/info/1054/34361.htm" target="_blank"><u>摄影摄像组</u></a></li>
<li>2022.12，<a href= "https://mp.weixin.qq.com/s/aCi_Kt0EcvnMNlUxRQbXZA" target="_blank"><u> The International Graduate Workshop on Geoinformatics 2022, Best Representation Award | 2022年国际地理信息学青年论坛, 最佳报告奖</u></a> </li>
<li>2022.11，Outstanding Graduate Student, Wuhan University | 武汉大学优秀研究生</li>
<li>2022.11， Second Prize of Academic Scholarship, Wuhan University | <font style="font-family:Microsoft YaHei">武汉大学 学业奖学金二等奖</font></li>
<li>2021.10，<a href= "http://sigma.whu.edu.cn/newspage.php?q=2021_10_18_3" target="_blank"><u> The 6th National Symposium on Imaging Spectral Earth Observation, Best Representation Award | 第六届全国成像光谱对地观测学术研讨会, 优秀报告奖</u></a> </li>
<li>2019.06，Outstanding Graduate Student, Central South University | 中南大学优秀毕业生</li>
<li>2018.10，National Encouragement Scholarship for Undergraduates, Ministry of Education | 本科生国家励志奖学金 </li>
<li>2017.11，Zhonghaida Scholarship | 中海达奖学金 </li>
<li>...</li>
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</ul>
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<br />
<A NAME="Conference Experience"><h2>Conference Experience</h2></A>
<font size="3">
<ul>
<li>2023年12月10-16日，<a href= "https://nips.cc/" target="_blank"><u>赴美国新奥尔良参加第三十七届神经信息处理系统会议，NeurIPS 2023</u></a> </li>
<li>2023年11月10-13日，<a href= "http://cmf.idgd.org.cn/" target="_blank"><u>赴广州参加第七届全国成像光谱对地观测学术研讨会</u></a> </li>
<li>2023年7月28-30日，<a href= "https://www.acmturc.com/2023/cn/index.html" target="_blank"><u>赴武汉参加2023 ACM 中国图灵大会</u></a> </li>
<li>2023年4月22-24日，<a href= "http://youth.csig.org.cn/2023/05/01/%e7%ac%ac%e5%8d%81%e5%85%ab%e5%b1%8a%e4%b8%ad%e5%9b%bd%e5%9b%be%e8%b1%a1%e5%9b%be%e5%bd%a2%e5%ad%a6%e5%ad%a6%e4%bc%9a%e9%9d%92%e5%b9%b4%e7%a7%91%e5%ad%a6%e5%ae%b6%e4%bc%9a%e8%ae%ae%e5%9c%a8%e9%95%bf/" target="_blank"><u>赴长沙参加2023 图象图形学会 青年科学家会议</u></a> </li>
</ul>
</font>
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