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<html>
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<meta name="description" content="Deng-Ping Fan's home page">
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<h1>Homepage</h1>
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<h2>
<a href="https://dengpingfan.github.io/index.html">Home|</a>
<a href="pages/People.html">People|</a>
<a href="pages/Publication.html">Publications|</a>
<a href="pages/Services.html">Services|</a>
<a href="pages/Accept.html">AcceptRate</a>
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<!--<p>
<a href="https://vision.ee.ethz.ch/the-institute.html">Computer Vision Lab</a>, ETH Zürich<br>
ETF C113.2, Sternwartstrasse 7, 8092 Zürich, Switzerland<br>
Email: dengpfan(AT)gmail(DOT)com<br>
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<!-- News -->
<h2>
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<!--<li>(2024/11), <a href="https://mp.weixin.qq.com/s/qRPOp0XFpYYUtiCha-I59A">《如何精准识别伪装场景》</a>一文被中央党校权威刊物《学习时报》（全党唯一一份专门讲学习的中央级报纸）的科技前沿版收录
<a href="https://dengpingfan.github.io/papers/[2024][Newspaper]-COD-20241127A6.pdf">[PDF]</a>。<br></li>-->
<li>(2025/01), I am serving as an Area Chair for <a href="https://conferences.miccai.org/2025/en/IMPORTANT-DATES.html">MICCAI 2025</a>.<br></li>
<li>(2024/09), I am serving as an Area Chair for <a href="https://cvpr.thecvf.com/Conferences/2025">CVPR 2025</a>.<br></li>
<!--<li>(2024/05), I am serving as an Area Chair for <a href="https://neurips.cc/">NeurIPS 2024</a>.<br></li>
<li>(2024/04), I am serving as an Area Chair for <a href="https://openreview.net/group?id=NeurIPS.cc/2024/Datasets_and_Benchmarks_Track">NeurIPS Datasets and Benchmarks 2024</a>.<br></li>
<li>(2024/02), I am serving as an Area Chair for <a href="https://conferences.miccai.org/2024/en/">MICCAI 2024</a>.<br></li>
<li>(2023/12), I am serving as an Senior Program Committee for <a href="https://ijcai24.org/call-for-papers/">IJCAI 2024</a>.<br></li>
<li>(2023/06), I am serving as an Area Chair for <a href="https://cvpr.thecvf.com/Conferences/2024">CVPR 2024</a>.<br></li>
<li>(2023/02), Call for paper: <a href="https://mp.weixin.qq.com/s/G8LjgU3GdEehOyaSIlrUbw">Multi-Modal Representation Learning</a>, Special Issue in Machine Intelligence Research (MIR), 2023 (Submission Deadline: July 1, 2023)</li>-->
<li>(2022/08),
Dichotomous Image Segmentation (DIS) Benchmark: <a href="https://xuebinqin.github.io/dis/index.html">link</a>;
Video SOD Benchmark: <a href="https://github.com/DengPingFan/DAVSOD"><u>link</u></a>;
Video Camouflaged Object Object Segmentation (VCOS) Benchmark: <a href="https://xueliancheng.github.io/SLT-Net-project/"><u>link</u></a>;
Camouflaged Object Detection (COD) Benchmark: <a href="https://dengpingfan.github.io/pages/COD.html"><u>link</u></a>;
Camouflaged Instance Segmentation (CIS) Benchmark: <a href="https://blog.patrickcty.cc/OSFormer-Homepage/"><u>link</u></a>;
Co-SOD Benchmark: <a href="https://github.com/DengPingFan/CoSOD3K"><u>link</u></a>;
RGB-D SOD Leaderboards: <a href="https://github.com/DengPingFan/D3NetBenchmark"><u>link</u></a>;
Light Field SOD Benchmark: <a href="https://github.com/kerenfu/LFSOD-Survey"><u>link</u></a>;
RGB SOD Leaderboards: <a href="https://github.com/DengPingFan/SODBenchmark"><u>link</u></a>
<br>
</li>
<li>(2021/05), <strong>机器之心走近全球顶尖实验室系列</strong>: <a href="https://app6ca5octe2206.pc.xiaoe-tech.com/detail/v_60a36389e4b0adb2d8652c35/3"><u>起源人工智能研究院(IIAI)-第三期：伪装目标检测：挑战、方法和应用</u>.</a><br>
</li>
</ul>
<!-- Open Positions -->
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<a id="Positions" class="anchor" href="#Position">Open Positions</a>
</h2>
<ul>
<!--<li>
<strong>特别研究助理:</strong> 中国科学院大学<a href="https://scholar.google.com/citations?user=z84rLjoAAAAJ&hl=zh-CN">邵岭</a>教授团队招聘
<a href="https://mp.weixin.qq.com/s/pbdzDrnhLNi59NfKOUC5kA">特别研究助理</a>，欢迎邮件（[email protected]）咨询并附上简历。<br>
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<li>
<strong>Ph.D. Student:</strong> We are looking for <a href="https://vision.ee.ethz.ch/people.html">guest</a> Ph.D. students at Computer Vision Lab, ETH Zurich under the support of <a href="https://www.csc.edu.cn/chuguo">CSC</a> or other fundings.
If you are interested in working with Prof. <a href="https://vision.ee.ethz.ch/people-details.OTAyMzM=.TGlzdC8zMjcxLC0xOTcxNDY1MTc4.html">Luc Van Gool</a> and me, please drop me an email with your CV.<br>
</li>-->
<li>
<strong>Ph.D. Student:</strong> We are looking for visiting Ph.D. students from china at MBZUAI
under the support of <a href="https://www.csc.edu.cn/chuguo">CSC</a> or other fundings.
If you are interested in working with Prof. <a href="https://scholar.google.com/citations?user=zvaeYnUAAAAJ&hl=zh-CN">Fahad Shahbaz Khan</a> and me, please drop me an email with your CV.<br>
</li>
</ul>
<h2><a>Recent Publications</a> (<a href="https://scholar.google.com/citations?user=kakwJ5QAAAAJ&hl=zh-CN&oi=ao">Full</a>)</h2>
<ul>
<li>
<p>
<b>CamoFormer: Masked Separable Attention for Camouflaged Object Detection</b><br>
Bowen Yin, Xuying Zhang, <u>Deng-Ping Fan</u>, Shaohui Jiao, Ming-Ming Cheng, Luc Van Gool, Qibin Hou*<br>
<i>IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)</i>, 2024. (IF: 20.8)<br>
<a href="https://arxiv.org/abs/2212.06570">[PDF]</a>
[中译版]
<a href="https://github.com/HVision-NKU/CamoFormer">[Code]</a>
[Official Version]
</p>
</li>
<li>
<p>
<b>Latent Semantic Consensus For Deterministic Geometric Model Fitting</b><br>
Guobao Xiao, Jun Yu*, Jiayi Ma, <u>Deng-Ping Fan</u> and Ling Shao<br>
<i>IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)</i>, 2024, 46 (9): 6139-6153. (IF: 20.8)<br>
<a href="https://arxiv.org/pdf/2403.06444">[PDF]</a>
[中译版]
<a href="https://github.com/guobaoxiao/LSC">[Code]</a>
<a href="https://ieeexplore.ieee.org/document/10472101">[Official Version]</a>
</p>
</li>
<li>
<p>
<b>Vanishing-Point-Guided Video Semantic Segmentation of Driving Scenes</b><br>
Diandian Guo, <u>Deng-Ping Fan*</u>, Tongyu Lu, Christos Sakaridis, Luc Van Gool<br>
<i>IEEE Conference on Computer Vision and Pattern Recognition (CVPR)</i>, Seattle, USA, June 17-21, 2024<br>
[<strong><font color="red">Poster (Highlight)</font></strong>, Accept rate = 324 /11532 = 2.8%]<br>
<a href="https://arxiv.org/html/2401.15261v1">[PDF]</a>
[中译版]
<a href="https://github.com/RascalGdd/VPSeg">[Code]</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Guo_Vanishing-Point-Guided_Video_Semantic_Segmentation_of_Driving_Scenes_CVPR_2024_paper.pdf">[Official Version]</a>
</p>
</li>
<li>
<p>
<b>BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model</b><br>
Yiran Song, Qianyu Zhou, Xiangtai Li, <u>Deng-Ping Fan</u>, Xuequan Lu, Lizhuang Ma*<br>
<i>IEEE Conference on Computer Vision and Pattern Recognition (CVPR)</i>, Seattle, USA, June 17-21, 2024<br>
<a href="https://arxiv.org/abs/2401.02317">[PDF]</a>
[中译版]
<a href="https://github.com/zongzi13545329/BA-SAM">[Code]</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Song_BA-SAM_Scalable_Bias-Mode_Attention_Mask_for_Segment_Anything_Model_CVPR_2024_paper.pdf">[Official Version]</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024/supplemental/Song_BA-SAM_Scalable_Bias-Mode_CVPR_2024_supplemental.pdf">[Supplemental]</a>
</p>
</li>
<li>
<p>
<b>VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning</b><br>
Ziyang Luo, Nian Liu*, Wangbo Zhao, Xuguang Yang, Dingwen Zhang, <u>Deng-Ping Fan</u>, Fahad Khan, Junwei Han<br>
<i>IEEE Conference on Computer Vision and Pattern Recognition (CVPR)</i>, Seattle, USA, June 17-21, 2024<br>
<a href="https://arxiv.org/pdf/2311.15011.pdf">[PDF]</a>
[中译版]
<a href="https://github.com/Sssssuperior/VSCode">[Code]</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Luo_VSCode_General_Visual_Salient_and_Camouflaged_Object_Detection_with_2D_CVPR_2024_paper.pdf">[Official Version]</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024/supplemental/Luo_VSCode_General_Visual_CVPR_2024_supplemental.pdf">[Supplemental]</a>
</p>
</li>
<li>
<p>
<b>LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion</b><br>
Pancheng Zhao, Peng Xu, Pengda Qin, <u>Deng-Ping Fan</u>, Zhicheng Zhang, Guoli Jia, Bowen Zhou, Jufeng Yang<br>
<i>IEEE Conference on Computer Vision and Pattern Recognition (CVPR)</i>, Seattle, USA, June 17-21, 2024<br>
<a href="http://arxiv.org/abs/2404.00292">[PDF]</a>
<a href="https://dengpingfan.github.io/papers/[2024][CVPR]LAKE-RED_Chinese.pdf">[中译版]</a>
<a href="https://github.com/PanchengZhao/LAKE-RED">[Code]</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024/papers/Zhao_LAKE-RED_Camouflaged_Images_Generation_by_Latent_Background_Knowledge_Retrieval-Augmented_Diffusion_CVPR_2024_paper.pdf">[Official Version]</a>
</p>
</li>
<li>
<p>
<b>Concealed Object Detection</b><br>
<strong>Deng-Ping Fan</strong>, Ge-Peng Ji, Ming-Ming Cheng*, Ling Shao<br>
<i>IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)</i>, 2022, 44 (10): 6024-6042. (IF: 24.314)<br>
[<strong><font color="red">ESI Highly Cited Paper (1%)</font></strong> | Extension of <a href="https://openaccess.thecvf.com/content_CVPR_2020/html/Fan_Camouflaged_Object_Detection_CVPR_2020_paper.html" style="color:#2E41DC;"><u>CVPR 2020</u></a> | <strong><font color="red"><a href="https://dengpingfan.github.io/papers/SINet-V2-Award.pdf"><u>JDC 2021</u></a> Distinguish Paper</font></strong>]<br>
<a href="https://arxiv.org/abs/2102.10274">[PDF]</a>
<a href="https://dengpingfan.github.io/papers/[2021][PAMI]SINetV2_Chinese.pdf">[中译版]</a>
<a href="https://dengpingfan.github.io/pages/COD.html">[Project Page]</a>
<a href="http://mmcheng.net/cod/">[Online Demo]</a>
<a href="https://dengpingfan.github.io/papers/[2022][TPAMI]ConcealedOD_supp.pdf">[Supplementary Material]</a>
<a href="https://github.com/GewelsJI/SINet-V2">[Code-Python]</a>
<a class="github-button" href="https://github.com/GewelsJI/SINet-V2" data-icon="octicon-star" data-show-count="true">Star</a>
<a href="https://cg.cs.tsinghua.edu.cn/jittor/news/2021-06-11-00-00-cod/">[Code-Jittor]</a>
<a href="https://pan.baidu.com/s/1EtH2tUdbBt16w5dgve7JhQ">[2.25G COD10K_All (Baidu: w3up)]</a>
<a href="https://drive.google.com/file/d/1vRYAie0JcNStcSwagmCq55eirGyMYGm5/view?usp=sharing">[2.25G COD10K_All (Google)]</a>
<a href="">[微信群 (WeChat: CVer222)]</a>
<a href="https://ieeexplore.ieee.org/document/9444794">[Official Version]</a>
</p>
</li>
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