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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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<title>Homepage of Goujia Hou</title>
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<div class="header">
<div class="content white-text">
Welcome to Guojia Hou (侯国家)'s Homepage
</div>
</div>
<div class="content bio">
<!-- bio -->
<div class="left">
<img class='me' src="resources/me.png"></img>
<br/>
<a href="https://scholar.google.com/citations?hl=zh-CN&user=FWLFA44AAAAJ" target="_blank">
<img class='scholar' style="height:30px;" src="resources/googlescholar.png"></img>
</a>
<a href="https://github.com/Hou-Guojia" target="_blank">
<img class='github' style="height:30px" src="resources/github.png"></img>
</a>
<a href="https://dblp.uni-trier.de/pid/129/7119.html" target="_blank">
<img class='dblp' style="height:20px" src="resources/dblp.png"></img>
</a>
</div>
<div class="right">
<div class="line name">
<span class="name">Guojia Hou</span>
<span class="chineseName">侯国家</span>
</div>
<div class="line school">
College of Computer Science and Technology
</div>
<div class="line school">
Qingdao University
</div>
<br/>
<div class="line office">
Email: hgjouc@126.com
</div>
</div>
</div>
<div class="content quickLink">
<a class="block" href="#Projects">Projects</a>
<a class="block" href="#Selected">Selected Papers</a>
<a class="block" href="#Papers">Publications</a>
<a class="block" href="#Patent">Patents</a>
<a class="block" href="#Award">Awards</a>
</div>
<div class="content intro">
<div class='title'>Introduction</div>
Currently, I am an associate professor at the College of Computer Science and Technology, Qingdao University.
I received my BS degree in computer science in 2010 and my MS and PhD degrees in computer applications technology from the Ocean University of China in 2012 and 2015, respectively.
My current research interests involve variational methods, partial differential equations, and numerical optimization, and with applications to image/video processing and image/video quality assessment. <br/>
</div>
<div class="content education">
<a name="education"></a>
<div class="title">Educations</div>
<span class="title" style="font-size: 17px; font-weight: bold;">Ocean University of China</span><br>
<span class="title" style="font-size: 17px; font-weight: bold;">PhD in Computer Application Technology (MD-PhD)</span><br>
<ul>
<li>Development of acoustic glider system, funded by national high technology research and development program (863 program), project number: 2012AA091004</li>
<li>Key technology of inspection and detection system for acoustic doppler profiler, funded by scientific research of ocean public welfare Scientific Institution, project number: 201205038</li>
</ul>
</div>
<!-- <div class="content honors" name='honors'>
<a name="honors"></a>
<div class="title">Skills</div>
<ul>
<li>Excellent ability of mathematical modelling and real-world problems troubleshooting</li>
<li>Excellent with MATLAB (hybridized with C/C++), Java, LATEX</li>
<li>Clear, logical and accurate writing skills</li>
</ul>
</div> -->
<div class="content news">
<a name="Projects"></a>
<div class="title">Projects</div>
<ul>
<li><strong>(Lead Investigator)</strong> Natural Science Foundation of Shandong Province, project number: ZR2024MF125.
<li><strong>(Lead Investigator)</strong> Qingdao Natural Science Foundation, project number: 24-4-4-zrjj-122-jch.
<li><strong>(Cooperative Lead Investigator)</strong> National Natural Science Foundation of China, project number: 62371431.
<li><strong>(Second Investigator)</strong> Sub-project of National Key Laboratory Major Project during the 14th Five-Year Plan, project number: 2022QNLM050301.
<li><strong>(Lead Investigator)</strong> National Natural Science Foundation of China, project number: 61901240.
<li><strong>(Lead Investigator)</strong> Natural Science Foundation of Shandong Province, project number: ZR2019BF042.
<li><strong>(Lead Investigator)</strong> China Postdoctoral Science Foundation, project number: 2017M612204.
<li><strong>(Lead Investigator)</strong> Natural Science Foundation of Shandong Province, project number: ZR2017PF003.
<li><strong>(Primary Participant)</strong> Major Special Project of Natural Science Fund of Shandong Province, project number: ZR2107ZB0422.
<li><strong>(Second Investigator)</strong> Qingdao Postdoctoral Applied Research Project, project number: 2016025.
</ul>
</div>
<div class="content publications">
<a name="Selected"></a>
<div class="title">Selected Papers</div>
<ol>
<li>
<div class="imgblock"><img src="resources/paper16.jpg"></img></div>
<span class="title">Non-uniform Illumination Underwater Image Restoration via Illumination Channel Sparsity Prior</span><br>
<em>IEEE Transactions on Circuits and Systems for Video Technology</em>, 2024<span style="color: red; font-style: italic;"> [ESI Highly Cited Paper]</span>
<div class="info text-success normal"><b>Guojia Hou</b>, Nan Li, Peixian Zhuang, Kunqian Li, Haihan Sun, Chongyi Li.</div>
<div class="stuff">
<a class="" href="https://doi.org/10.1109/TCSVT.2023.3290363" target="_blank">[Paper]</a>
<a class="" href="https://github.com/Hou-Guojia/ICSP" target="_blank">[Code/Dataset]</a>
</div>
<div style="clear:both"></div>
</li>
<li>
<div class="imgblock"><img src="resources/paper17.png"></img></div>
<span class="title">Learning Scribbles for Dense Depth: Weakly Supervised Single Underwater Image Depth Estimation Boosted by Multitask Learning</span><br>
<em>IEEE Transactions on Geoscience and Remote Sensing</em>, 2024
<div class="info text-success normal">Kunqian Li, Xiya Wang, Wenjie Liu, Qi Qi, <b>Guojia Hou*</b>, Zhiguo Zhang, Kun Sun.</div>
<div class="stuff">
<a class="" href="https://doi.org/10.1109/TGRS.2024.3358892" target="_blank">[Paper]</a>
</div>
<div style="clear:both"></div>
</li>
<li>
<div class="imgblock"><img src="resources/paper13.jpg"></img></div>
<span class="title">UID2021: An Underwater Image Dataset for Evaluation of No-Reference Quality Assessment Metrics</span><br>
<em>ACM Transactions on Multimedia Computing, Communications, and Applications</em>, 2023<span style="color: red; font-style: italic;"> [ESI Hot Paper]</span>
<div class="info text-success normal"><b>Guojia Hou</b>, Yuxuan Li, Huan Yang, Kunqian Li, Zhenkuan Pan.</div>
<div class="stuff">
<a class="" href="https://doi.org/10.1145/3578584" target="_blank">[Paper]</a>
<a class="" href="https://github.com/Hou-Guojia/UID2021" target="_blank">[Dataset]</a>
</div>
<div style="clear:both"></div>
</li>
<li>
<div class="imgblock"><img src="resources/paper11.jpg"></img></div>
<span class="title">A Variational Framework for Underwater Image Dehazing and Deblurring</span><br>
<em>IEEE Transactions on Circuits and Systems for Video Technology</em>, 2022<span style="color: red; font-style: italic;"> [ESI Highly Cited Paper]</span>
<div class="info text-success normal">Jun Xie, <b>Guojia Hou*</b>, Guodong Wang, Zhenkuan Pan.</div>
<div class="stuff">
<a class="" href="https://ieeexplore.ieee.org/abstract/document/9548907" target="_blank">[Paper]</a>
<a class="" href="https://github.com/Hou-Guojia/UNTV" target="_blank">[Code]</a>
</div>
<div style="clear:both"></div>
</li>
<li>
<div class="imgblock"><img src="resources/paper12.jpg"></img></div>
<span class="title">Enhancing Underwater Image via Adaptive Color and Contrast Enhancement, and Denoising</span><br>
<em>Engineering Applications of Artificial Intelligence</em>, 2022
<div class="info text-success normal">Xinjie Li, <b>Guojia Hou*</b>, Kunqian Li, Zhenkuan Pan.</div>
<div class="stuff">
<a class="" href="https://sciencedirect.53yu.com/science/article/abs/pii/S0952197622000549" target="_blank">[Paper]</a>
<a class="" href="https://github.com/Hou-Guojia/ACCE-D" target="_blank">[Code]</a>
</div>
<div style="clear:both"></div>
</li>
<li>
<div class="imgblock"><img src="resources/paper15.jpg"></img></div>
<span class="title">Single underwater image enhancement using integrated variational model</span><br>
<em>Digital Signal Processing</em>, 2022
<div class="info text-success normal">Nan Li, <b>Guojia Hou*</b>, Yuhai Liu, Zhenkuan Pan, Lu Tan.</div>
<div class="stuff">
<a class="" href="https://doi.org/10.1016/j.dsp.2022.103660" target="_blank">[Paper]</a>
<a class="" href="https://github.com/Hou-Guojia/UIE-IVM" target="_blank">[Code]</a>
</div>
<div style="clear:both"></div>
</li>
<li>
<div class="imgblock"><img src="resources/paper1.jpg"></img></div>
<span class="title">Benchmarking Underwater Image Enhancement and Restoration, and Beyond</span><br>
<em>IEEE Access</em>, 01 July 2020
<div class="info text-success normal"><b>Guojia Hou*</b>, Xin Zhao, Zhenkuan Pan, Huan Yang, Lu Tan, Jingming Li.</div>
<div class="stuff">
<a class="" href="https://ieeexplore.ieee.org/document/9130676" target="_blank">[Paper]</a>
<a class="" href="https://ieee-dataport.org/open-access/suid-synthetic-underwater-image-dataset" target="_blank">[Dataset]</a>
</div>
<div style="clear:both"></div>
</li>
<li>
<div class="imgblock"><img src="resources/paper5.jpg"></img></div>
<span class="title">An efficient nonlocal variational method with application to underwater image restoration
</span><br>
<em>Neurocomputing</em>, 2019, 369:106-121
<div class="info text-success normal"><strong>Guojia Hou*</strong>, Zhenkuan Pan, Guodong Wang, Huan Yang, Jinming Duan.</div>
<div class="stuff">
<a class="" href="https://www.sciencedirect.com/science/article/pii/S0925231219311798?via%3Dihub" target="_blank">[Paper]</a>
</div>
<div style="clear:both"></div>
</li>
</ol>
</div>
<div class="content honors" name='honors'>
<a name="Papers"></a>
<div class="title">Publications<span style="font-size: medium;">(*corresponding author)</span></div>
<h1><a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2024:</h1>
<ul>
<li><b>Guojia Hou</b>, Nan Li, Peixian Zhuang, Kunqian Li, Haihan Sun, Chongyi Li, Non-uniform Illumination Underwater Image Restoration via Illumination Channel Sparsity Prior, <i><ud2>IEEE Transactions on Circuits and Systems for Video Technology,</ud2></i> 2024, 2 (34): 799-814.<a href="https://doi.org/10.1109/TCSVT.2023.3290363" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/ICSP" target="_blank"><font color="#1C86EE">[Code/Dataset]</font></a></li>
</ul>
<ul>
<li>Qing Yu, <b>Guojia Hou*</b>, Weidong Zhang, Baoxiang Huang, Zhenkuan Pan, Contour and Texture Preservation Underwater Image Restoration via Low-rank Regularizations, <i><ud2>Expert Systems with Applications,</ud2></i> 2025, 262: 125549.<a href="https://www.sciencedirect.com/science/article/abs/pii/S0957417424024163" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/CT-ULR" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
</ul>
<ul>
<li>Kunqian Li, Xiya Wang, Wenjie Liu, Qi Qi, <b>Guojia Hou*</b>, Zhiguo Zhang, Kun Sun, Learning Scribbles for Dense Depth: Weakly Supervised Single Underwater Image Depth Estimation Boosted by Multitask Learning, <i><ud2>IEEE Transactions on Geoscience and Remote Sensing,</ud2></i> 2024, 62: 1-15.<a href="https://doi.org/10.1109/TGRS.2024.3358892" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
</ul>
<ul>
<li>Jiening Zhang, Qing Yu, <b>Guojia Hou*</b>, Underwater image restoration via adaptive color correction and dehazing, <i><ud2>Applied Optics,</ud2></i> 2024, 10 (63): 2728-2736.<a href="https://doi.org/10.1364/AO.514749" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/ACCD" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
</ul>
<ul>
<li><b>Guojia Hou</b>, Siqi Zhang, Ting Lu, Yuxuan Li, Zhenkuan Pan, Baoxiang Huang*, No-reference quality assessment for underwater images, <i><ud2>Computers and Electrical Engineering,</ud2></i> 2024, 118, Part A.<a href="https://doi.org/10.1016/j.compeleceng.2024.109293" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/CSN" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
</ul>
<h1><a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2023:</h1>
<ul>
<li><b>Guojia Hou</b>, Yuxuan Li, Huan Yang, Kunqian Li, Zhenkuan Pan, UID2021: An Underwater Image Dataset for Evaluation of No-Reference Quality Assessment Metrics, <i><ud2>ACM Transactions on Multimedia Computing, Communications, and Applications,</ud2></i> 2023, 4 (19): 1-24.<a href="https://doi.org/10.1145/3578584" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/UID2021" target="_blank"><font color="#1C86EE">[Dataset]</font></a></li>
</ul>
<ul>
<li>Yali Hao, <b>Guojia Hou*</b>, Lu Tan, Yongfang Wang, Haoyian Zhu, Zhenkuan Pan, Texture enhanced underwater image restoration via Laplacian regularization, <i><ud2>Applied Mathematical Modelling,</ud2></i> 2023, 119: 68-84.<a href="https://doi.org/10.1016/j.apm.2023.02.004" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/ULV" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
</ul>
<ul>
<li>Jingyi Li, <b>Guojia Hou*</b>, Guodong Wang, Underwater image restoration using oblique gradient operator and light attenuation prior, <i><ud2> Multimedia Tools and Applications,</ud2></i> 2023, 82 (5): 6625-6645.<a href="https://link.springer.com/article/10.1007/s11042-022-13605-5" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/OGO-ULAP" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
</ul>
<ul>
<li>Jingyi Li, <b>Guojia Hou*</b>, Xiaojia Zhang, Ting Lu, Yongfang Wang, Underwater Image Restoration Based on Scene Depth Estimation and Background Segmentation, <i><ud2>Laser and Optoelectronics Progress,</ud2></i> 2023, 60 (2): 147-155.<a href="https://m.opticsjournal.net/Articles/OJafee99d9a4530eaa/FigureTable" target="_blank"><font color="#1C86EE">[PDF]</font></li>
</ul>
<h1><a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2022:</h1>
<ul>
<li>Jun Xie, <b>Guojia Hou*</b>, Guodong Wang, Zhenkuan Pan, A Variational Framework for Underwater Image Dehazing and Deblurring, <i><ud2>IEEE Transactions on Circuits and Systems for Video Technology,</ud2></i> 2022, 6 (32): 3514-3526.<a href="https://ieeexplore.ieee.org/abstract/document/9548907" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/UNTV" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
<li>Xinjie Li, <b>Guojia Hou*</b>, Kunqian Li, Zhenkuan Pan, Enhancing Underwater Image via Adaptive Color and Contrast Enhancement, and Denoising, <i><ud2>Engineering Applications of Artificial Intelligence,</ud2></i> 2022, 111: 104759.<a href="https://sciencedirect.53yu.com/science/article/abs/pii/S0952197622000549" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/ACCE-D" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
<li>Nan Li, <b>Guojia Hou*</b>, Yuhai Liu, Zhenkuan Pan, Lu Tan, Single underwater image enhancement using integrated variational model, <i><ud2>Digital Signal Processing,</ud2></i> 2022, 129: 103660.<a href="https://doi.org/10.1016/j.dsp.2022.103660" target="_blank"><font color="#1C86EE">[PDF]</font><a href="https://github.com/Hou-Guojia/UIE-IVM" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
<li class="four">Qi Qi, Kunqian Li, Haiyong Zheng, Xiang Gao, <b>Guojia Hou</b>, Kun Sun, SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement With Multi-Scale Perception, <i><ud2>IEEE Transactions on Image Processing</ud2></i>, 2022, 31: 6816-6830.<a href="https://ieeexplore.ieee.org/document/9930878" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Ting Lu, <b>Guojia Hou*</b>, Zhenkuan Pan, Guodong Wang, Underwater Image Quality Assessment Based on HVS, <i><ud2>Computer Science,</ud2></i> 2022, 49(5): 98-104.<a href="https://doi.org/10.11896/jsjkx.210100224" target="_blank"><font color="#1C86EE">[PDF]</font>
</ul>
<h1><a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2021:</h1>
<ul>
<li> Jun Xie, <b>Guojia Hou*</b>, Xinjie Li, Teng Ren ,Zhenkuan Pan, Blind Restoration for Underwater Image Based on Sparse Prior of Red Channel, <i><ud2>Laser and Optoelectronics Progress, </ud2></i>2021, 58(16): 1610014-1-11.<a href="https://www.opticsjournal.net/Articles/OJ18467cc5f2b6a69e/Abstract" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li> Lei Chen, Guodong Wang, <b>Guojia Hou*</b>, Multi-scale and Multi-column Convolutional Neural Network for Crowd Density Estimation, <i><ud2>Multimedia Tools and Applications, </ud2></i>2021, 80(5): 6661-6674.<a href="https://link.springer.com/article/10.1007%2Fs11042-020-10002-8" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
</ul>
<h1><a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2020:</h1>
<ul>
<li> <strong>Guojia Hou*, </strong>Jingming Li, Guodong Wang, Huan Yang, Baoxiang Huang, Zhenkuan Pan*, A Novel Dark Channel Prior Guided Variational Framework for Underwater Image Restoration, <i><ud2> Journal of Visual Communication and Image Representation, </ud2></i> 2020, 66: 102732.<a href="https://doi.org/10.1016/j.jvcir.2019.102732" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li> <strong>Guojia Hou*, </strong>Jingming Li, Guodong Wang, Zhenkuan Pan, Xin Zhao, Underwater image dehazing and denoising via curvature variation regularization, <i><ud2>Multimedia Tools and Applications, </ud2></i> 2020, 79: 20199-20219.<a href="https://doi.org/10.1007/s11042-020-08759-z" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li> <strong>Guojia Hou*, </strong>Xin Zhao, Zhenkuan Pan*, Huan Yang, Lu Tan and Jingming Li, Benchmarking Underwater Image Enhancement and Restoration, and Beyond, <i><ud2>IEEE Access, </ud2></i> 2020, 8: 122078-122091. <a href="https://ieeexplore.ieee.org/document/9130676" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Xinjie Li, <strong>Guojia Hou*,</strong> Lu Tan, Wanquan Liu, A Hybrid Framework for Underwater Image Enhancement, <i><ud2>IEEE Access, </ud2></i> 2020, 10, 197448-197462. <a href="https://ieeexplore.ieee.org/document/9242235" target="_blank"><font color="#1C86EE">[PDF]</font></a> <a href="https://github.com/Hou-Guojia/A-Hybrid-Framework-for-Underwater-Image-Enhancement" target="_blank"><font color="#1C86EE">[Code]</font></a> </li>
<li>Jingming Li, <strong>Guojia Hou*</strong>, Zhenkuan Pan, Yuhai Liu, Xin Zhao, Guodong Wang, Underwater Image Restoration Based on a Laplace Operator Prior Term, <i><ud2>Laser & Optoelectronics Progress, </ud2></i> 2020, 57(16): 161026. <a href="https://dx.doi.org/10.3788/LOP57.161026" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Xin Zhao, <strong>Guojia Hou*,</strong> Zhenkuan Pan, Jingming Li, Guodong Wang, Underwater Image Quality Assessment Method Based on Human Vision System, <i><ud2>Computer Engineering, </ud2></i> 2020, 46(7): 235-242. <a href="http://www.ecice06.com/CN/10.19678/j.issn.1000-3428.0055324" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Yajing Li, Baoxiang Huang, Huan Yang, <b>Guojia Hou</b>, Pengfei Zhang, Jinming Duan:, Efficient Image Structural Similarity Quality Assessment Method Using Image Eegularised Feature, <i><ud2>IET Image Processing, </ud2></i> 2020, 14(16): 4401-4411. <a href="https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-ipr.2019.1570" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
</ul>
<h1>
<a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2019:</h1>
<ul>
<li> <strong>Guojia Hou*, </strong>Zhenkuan Pan, Guodong Wang, Huan Yang, Jinming Duan, An efficient nonlocal variational method with application to underwater image restoration, <i><ud2>Neurocomputing, </ud2></i> 2019, 369: 106-121.<a href="https://doi.org/10.1016/j.neucom.2019.08.041" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Ruifeng Wang, Huan Yang, Zhenkuan Pan, Baoxiang Huang, <b>Guojia Hou</b>, Screen Content Image Quality Assessment With Edge Features in Gradient Domain, <i><ud2>IEEE Access, </ud2></i>2019, 7: 5285-5295.<a href="https://ieeexplore.ieee.org/document/8598878" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Yunping Mu, Baoxiang Huang, Zhenkuan Pan, Huan Yang, <b>Guojia Hou</b>, Jinming Duan, An Enhanced High-Order Variational Model Based on Speckle Noise Removal With G0 Distribution, <i><ud2>IEEE Access, </ud2></i> 2019, 7: 104365-104379.<a href="https://ieeexplore.ieee.org/document/8778646" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
</ul>
<h1>
<a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2018:</h1>
<ul>
<li> <strong>Guojia Hou*, </strong>Zhenkuan Pan, Baoxiang Huang, et al., Hue Preserving Based Approach for Underwater Color Image Enhancement, <i><ud2>IET Image Processing, </ud2></i> 2018, 12(2): 292-298.<a href="https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-ipr.2017.0359" target="_blank"><font color="#1C86EE">[PDF]</font></a> <a href="https://github.com/Hou-Guojia/Hue-Perserving-Based-Approach-For-Underwater-Color-Image-Enhancement" target="_blank"><font color="#1C86EE">[Code]</font></a></li>
<li> <strong>Guojia Hou, </strong>Huizhu Pan, Baoxiang Huang, et al., Efficient L1-based nonlocal total variational model of Retinex for image restoration, <i><ud2>Journal of Electronic Imaging, </ud2></i> 2018, 27(5): 051207.<a href="https://doi.org/10.1117/1.JEI.27.5.051207" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Zhi Wang, <strong>Guojia Hou*, </strong>Zhenkuan Pan, Guodong Wang, Single Image Dehazing and Denoising Combining Dark Channel Prior and Variational Models, <i><ud2>IET Computer Vision,</ud2></i> 2018, 12(4): 393-402.<a href="https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-cvi.2017.0318" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Xinli Xu, Teng Yu, Xinmei Xu, <b>Guojia Hou</b>, Ryan Wen Liu, Huizhu Pan, Variational Total Curvature Nodel for Multiplicative Noise Removal Enhancement, <i><ud2>IET Computer Vision, </ud2></i> 2018, 12(4): 542-552.<a href="https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-cvi.2017.0332" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
</ul>
<h1>
<a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2017:</h1>
<ul>
<li> <strong>Guojia Hou*, </strong>Zhenkuan Pan, Baoxiang Huang, et al., Image Enhancement and Restoration State of the Art of Variational Retinex Models, <i><ud2>IAENG International Journal of Computer Science,</ud2></i> 2017, 44(4): 445-455. <a href="http://www.iaeng.org/IJCS/issues_v44/issue_4/IJCS_44_4_05.pdf" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li> <strong>Guojia Hou, </strong>Huizhu Pan, Ruixue Zhao, et al., Image Segmentation via the Continuous Max-Flow Method based on Chan-Vese Model, <i><ud2>Advances in Image and Graphics Technologies (IGTA), </ud2></i> 2017, pp. 232-242.<a href="https://doi.org/10.1007/978-981-10-7389-2_23" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Nan Wu, Guodong Wang, Hong Zhang, <b>Guojia Hou</b>, Baoxiang Huang, Color Blurred Image Restoration Based on Multichannel Nonlinear Diffusion Model, <i><ud2>10th CISP-BMEI, </ud2></i> 2017, 1-6.<a href="https://ieeexplore.ieee.org/document/8301952" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Hong Zhang, Guodong Wang, Nan Wu, <b>Guojia Hou</b>, Zhimei Zhang, Single-color image motion deblurring using MTV model, <i><ud2>10th CISP-BMEI, </ud2></i> 2017, 1-5.<a href="https://ieeexplore.ieee.org/document/8301961"><font color="#1C86EE">[PDF]</font></a></li>
</ul>
<h1>
<a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2016:</h1>
<ul>
<li> <strong>Guojia Hou*, </strong>Xin Luan, Dalei Song, Xueyan Ma, Underwater Man-Made Object Recognition on the Basis of Color and Shape Features, <i><ud2>Journal of Coastal Research,</ud2></i> 2016, 32(5): 1135-1141.<a href="https://doi.org/10.2112/JCOASTRES-D-14-00249.1" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
</ul>
<h1>
<a id="publications-J-pages" class="anchor" href="#publications-J-pages" aria-hidden="true"><span class="octicon octicon-link"></span></a>2013-2015:</h1>
<ul>
<li> <strong>Guojia Hou*, </strong> Xin Luan, Dalei Song, A Study on Color Model Selection for Underwater Color Image Preprocessing, <i><ud2>IEEE CYBER,</ud2></i> 2015, pp.1456-1461, <a href="https://doi.org/10.1109/CYBER.2015.7288159" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Xin Luan, <strong>Guojia Hou,</strong> Zhengyuan Sun, et al., Underwater Color Image Enhancement Using Combining Schemes,<i><ud2>Marine Technology Society Journal, </ud2></i> 2014, 48(3): 57-62. <a href="https://doi.org/10.4031/MTSJ.48.3.8" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
<li>Haipeng Qu, <strong>Guojia Hou,</strong> Ying Guo, Ning Wang, Zhongwen Guo, Localization with Single Stationary Anchor for Mobile Node in Wireless Sensor Networks,<i><ud2> IJDSN 9, </ud2></i> 2013.<a href="https://doi.org/10.1155/2013/212806" target="_blank"><font color="#1C86EE">[PDF]</font></a></li>
</ul>
</div>
<div class="content honors" name='honors'>
<a name="Patent"></a>
<div class="title">Patents & Software copyrights</div>
<ul>
<li><b>Guojia Hou</b>, Zhenkuan Pan, Baoxiang, Huang, Guodong Wang, and Weibo Wei, “A variational framework for underwater image restoration”, <a href="http://www.vipzhuanli.com/patent/201810272897.1/">ZL 201810272897.1.</a> </li>
<li><b>Guojia Hou, </b>Xin Yang, Xinjie Li, Teng Ren, and Zhenkuan Pan, “A sharpening enhancement method for underwater images”, <a href="https://doc.taixueshu.com/patent/CN111462022A.html">ZL202010355038.6.</a></li>
<li><b>Guojia Hou</b>, Jingming Li, Jinming Duan, and Zhenkuan Pan, “A blind variational method for underwater images based on curvature term”, <a href="http://www.vipzhuanli.com/patent/201910215474.0/">ZL201910215474.0.</a></li>
<li><b>Guojia Hou, </b>Xin Zhao, Jingming Li, Guodong Wang, and Zhenkuan Pan, “A new algorithm to synthesize underwater optical image”, <a href="http://www.xjishu.com/zhuanli/down/18303884.html">CN201910142744.X</a></li>
<li><b>Guojia Hou</b>, Yuxuan Li, Xiaojia Zhang, “Underwater Video Sharpening System V1.0”, <a href="#">2021SR0924151</a></li>
<li><b>Guojia Hou</b>, Yuxuan Li, Yuhai Liu, “Image quality subjective evaluation system V1.0”, <a href="#">2022SR0873069</a></li>
</ul>
</div>
<div class="content research">
<a name="Award"></a>
<div class="title">Honors & Awards</div>
<ul>
<li>CCF Qingdao Young Elite Academic Nova First Prize, 2024</li>
<li>Excellent Academic Paper, Shandong Conference on Computer Vision, 2023</li>
<li>Excellent Postgraduate Tutor of Qingdao University, 2021-2024</li>
<li>China Scholarship Council (No. 201908370002)</li>
<li>Shandong Government Award for Outstanding Self-funded Students, 2015</li>
<li>Outstanding Graduate of Ocean University of China, 2015</li>
<li>President's Scholarship, 2014</li>
<li>Award for Excellent Graduate Student, Ocean University of China, 2013</li>
</ul>
</div>
<div class="content pro">
<a name="Reviewer"></a>
<div class="title">Reviewer</div>
</h2>
<ul>
<li><strong>IEEE</strong></li> IEEE Transactions on Image Processing, IEEE Transactions on Multimedia
<br> IEEE Transactions on Circuits and Systems for Video Technology
<br> IEEE Journal of Oceanic Engineering, IEEE Signal Processing Letters
<li><strong>ACM</strong></li> ACM Computing Surveys, ACM Transactions on Multimedia Computing, Communications, and Applications
<li><strong>Elsevier</strong></li> Information Fusion, Signal Processing
<br> Engineering Applications of Artificial Intelligence
<br> Applied Mathematical Modelling, Neurocomputing
<li><strong>Springer</strong></li> International Journal of Computer Vision
<br> Journal of Computer Science and Technology, Applied Intelligence
<br>
</ul>
<br>
</div>
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College of Computer Science and Technology <br/>
Qingdao University
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