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姓名 |
董未名 |
性别 |
男 |
联系方式 |
专业技术职务 |
研究员 |
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部门/实验室 |
多模态人工智能系统重点实验室 |
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通讯地址 |
重庆中关村东路95号 |
邮编 |
100190 |
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研究领域 |
研究领域：计算可视媒体（Computational Visual Media） 随着互联网和人工智能技术的发展，个人图片和视频的智能处理成为普通大众的刚需，海量图像/视频智能处理成为互联网行业的重要需求。因此，我们以深度学习为核心框架，进行基于互联网数据集的可视媒体（图像与视频为主）内容分析、内容识别、内容生成、内容呈现和内容评价等方法和应用的研究。目前的主要研究方向包括：图像生成、智能美颜/美图、时尚图像分析与合成、艺术图像分析与合成、图像目标检测与内容理解等。 我们的理念：科研问题来源于生活，科研成果服务于生活，AI使生活更美好，愿与热爱生活的后浪们共享科研的快乐！ 欢迎对计算可视媒体学术和应用研究有兴趣的同学加盟，特别欢迎热爱美学、艺术和时尚的同学！ 我们为学生提供：一流的学习科研环境、与国际顶尖学者长期学术合作的机会、六个月以上顶级互联网公司（腾讯、滴滴、快手、亮亮视野、远鉴科技等）实习机会、六个月以上国际交换生留学机会。 |
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教育背景 |
2004-04--2007-06 法国国立信息与自动化研究院（INRIA）/法国亨利庞加莱南锡第一大学 博士 |
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工作简历
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2016-10至今，耀世娱乐模式识别国家重点实验室，研究员 2010-10~2016-10，耀世娱乐模式识别国家重点实验室，副研究员 2009-11~2010-10，耀世娱乐模式识别国家重点实验室，助理研究员 2007-10~2009-10，耀世娱乐中欧信息、自动化与应用数学联合实验室，博士后 |
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发表论文 |
* Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Feiyue Huang, Oliver Deussen, Changsheng Xu: Exploring the Representativity of Art Paintings. IEEE Transactions on Multimedia (2020) * Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu: Arbitrary Style Transfer via Multi-Adaptation Network. ACM Multimedia 2020 [] * Huaiyu Li, Weiming Dong, Bao-Gang Hu: Incremental Concept Learning via Online Generative Memory Recall. IEEE Transactions on Neural Networks and Learning Systems (2020) * Kekai Sheng, Weiming Dong, Haibin Huang, Guohui Wang, Yong Zhang, Chongyang Ma, Bao-Gang Hu: Learning to Assess Visual Aesthetics of Food Images. Computational Visual Media (2020) [] * Xingjia Pan, Fan Tang, Weiming Dong, Yang Gu, Zhichao Song, Yiping Meng, Pengfei Xu, Oilver Deussen, Changsheng Xu: Self-Supervised Feature Augmentation for Large Image Object Detection. IEEE Transactions on Image Processing 29: 6745-6758 (2020) * Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu: Dynamic Refinement Network for Oriented and Densely PackedObject Detection. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020: 11204-11213 (Oral) [][] * Minxuan Lin, Yingying Deng, Fan Tang, Weiming Dong, Changsheng Xu: Multi-Attribute Guided Painting Generation. The 2nd IEEE Workshop on Artificial Intelligence for Art Creation (AIART) 2020: 400-403 [] * Kekai Sheng, Weiming Dong, Menglei Chai, Guohui Wang, Peng Zhou, Feiyue Huang, Bao-Gang Hu, Rongrong Ji, Chongyang Ma: Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2020: 5709-5716 (Spotlight) [] * Xingjia Pan, Fan Tang, Weiming Dong, Chongyang Ma, Yiping Meng, Feiyue Huang, Tong-Yee Lee, Changsheng Xu: Content-Based Visual Summarization for Image Collections. IEEE Transactions on Visualization and Computer Graphics (2020) [] * Fan Tang, Weiming Dong, Yiping Meng, Chongyang Ma, Fuzhang Wu, Xinrui Li, Tong-Yee Lee: Image Retargetability. IEEE Transactions on Multimedia 22(3): 641-654 (2020) [] * Shudan Wang, Liang Sun, Weiming Dong, Yong Zhang: Food Photo Enhancer of One Sample Generative Adversarial Network. ACM Multimedia Asia 2019: 51:1-51:8 * Yu Song, Fan Tang, Weiming Dong, Feiyue Huang, Changsheng Xu: Balance-Based Photo Posting. SIGGRAPH ASIA (Posters) 2019: 20:1-20:2 * Huaiyu Li, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Bao-Gang Hu: LGM-Net: Learning to Generate Matching Networks for Few Shot Learning. International Conference on Machine Learning (ICML) 2019: 3825-3834 [] * Yong Zhang, Baoyuan Wu, Weiming Dong, Zhifeng Li, Wei Liu, Bao-Gang Hu, Qiang Ji: Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019: 3457-3466 * Yingying Deng, Fan Tang, Weiming Dong, Fuzhang Wu, Oliver Deussen, Changsheng Xu: Selective clustering for representative paintings selection. Multimedia Tools and Applications 78(14): 19305–19323 (2019) * Fuzhang Wu, Yan Kong, Weiming Dong, Yanjun Wu: Gradient-aware blind face inpainting for deep face verification. Neurocomputing331: 301-311 (2019) * Yucheng Zhao, Fan Tang, Weiming Dong, Feiyue Huang, Xiaopeng Zhang: Joint face alignment and segmentation via deep multi-task learning. Multimedia Tools and Applications 78(10): 13131–13148 (2019) * Fan Tang, Weiming Dong, Yiping Meng, Xing Mei, Feiyue Huang, Xiaopeng Zhang, Oliver Deussen: Animated Construction of Chinese Brush Paintings. IEEE Transactions on Visualization and Computer Graphics 24(12): 3019-3031 (2018) [] * Kekai Sheng, Weiming Dong, Haibin Huang, Chongyang Ma, Bao-Gang Hu: Gourmet photography dataset for aesthetic assessment of food images. SIGGRAPH Asia Technical Briefs 2018: 20:1-20:4 [] * Yu Song, Fan Tang, Weiming Dong, Xiaopeng Zhang, Oliver Deussen, Tong-Yee Lee. Photo Squarization by Deep Multi-Operator Retargeting. ACM Multimedia 2018: 1047-1055 * Kekai Sheng, Weiming Dong, Chongyang Ma, Xing Mei, Feiyue Huang, Bao-Gang Hu. Attention-based Multi-Patch Aggregation for Image Aesthetic Assessment. ACM Multimedia 2018: 879-886 [] * Yong Zhang, Weiming Dong, Bao-Gang Hu, Qiang Ji: Weakly-supervised Deep Convolutional Neural Network Learning for Facial Action Unit Intensity Estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018: 2314-2323 * Yong Zhang, Weiming Dong, Bao-Gang Hu, Qiang Ji: Classifier Learning with Prior Probabilities for Facial Action Unit Recognition.IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018: 5108-5116 * Yong Zhang, Rui Zhao, Weiming Dong, Bao-Gang Hu, Qiang Ji: Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018: 7034-7043 * Huaiyu Li, Weiming Dong, Bao-Gang Hu: Facial Image Attributes Transformation via Conditional Recycle Generative Adversarial Networks. Journal of Computer Science and Technology 33(3): 511-521 (2018) * Kekai Sheng, Weiming Dong, Wei Li, Joseph Razik, Feiyue Huang, Bao-Gang Hu: Centroid-aware local discriminative metric learning in speaker verification. Pattern Recognition 72: 176-185 (2017) * Yingying Deng, Fan Tang, Weiming Dong, Hanxing Yao, Bao-Gang Hu: Style-oriented representative paintings selection. SIGGRAPH ASIA (Posters) 2017: 12:1-12:2 * Xingjia Pan, Juntao Ye, Fan Tang, Weiming Dong, Feiyue Huang, Xiaopeng Zhang: Content-based measure of image set diversity.SIGGRAPH ASIA (Posters) 2017: 43:1-43:2 * Jia Liu, Weiming Dong, Xiaopeng Zhang, Zhiguo Jiang: Orientation judgment for abstract paintings. Multimedia Tools and Applications76(1): 1017-1036 (2017) * Yong Zhang, Weiming Dong, Chongyang Ma, Xing Mei, Ke Li, Feiyue Huang, Bao-Gang Hu, Oliver Deussen: Data-Driven Synthesis of Cartoon Faces Using Different Styles. IEEE Transactions on Image Processing 26(1): 464-478 (2017) * Weiming Dong, Fuzhang Wu, Yan Kong, Xing Mei, Tong-Yee Lee, Xiaopeng Zhang: Image Retargeting by Texture-Aware Synthesis.IEEE Transactions on Visualization and Computer Graphics 22(2): 1088-1101 (2016) * Haiyong Jiang, Liangliang Nan, Dong-Ming Yan, Weiming Dong, Xiaopeng Zhang, Peter Wonka: Automatic Constraint Detection for 2D Layout Regularization. IEEE Transactions on Visualization and Computer Graphics 22(8): 1933-1944 (2016) * Yan Kong, Weiming Dong, Xing Mei, Chongyang Ma, Tong-Yee Lee, Siwei Lyu, Feiyue Huang, Xiaopeng Zhang: Measuring and Predicting Visual Importance of Similar Objects. IEEE Transactions on Visualization and Computer Graphics 22(12): 2564-2578 (2016) * Fuzhang Wu, Weiming Dong, Yan Kong, Xing Mei, Dong-Ming Yan, Xiaopeng Zhang, Jean-Claude Paul: Feature-aware natural texture synthesis. The Visual Computer 32(1): 43-55 (2016) * Yiping Meng, Fan Tang, Weiming Dong, Xiaopeng Zhang: Optimal character composing for Chinese calligraphic artwork. SIGGRAPH Asia Posters 2016: 25 * Kekai Sheng, Weiming Dong, Yan Kong, Xing Mei, Jilin Li, Chengjie Wang, Feiyue Huang, Bao-Gang Hu: Evaluating the Quality of Face Alignment without Ground Truth. Computer Graphics Forum 34(7): 213-223 (2015) * Xing Mei, Weiming Dong, Bao-Gang Hu, Siwei Lyu: UniHIST: A unified framework for image restoration with marginal histogram constraints. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015: 3753-3761 * Fuzhang Wu, Dong-Ming Yan, Weiming Dong, Xiaopeng Zhang, Peter Wonka: Inverse Procedural Modeling of Facade Layouts. ACM Transactions on Graphics (Proceedings of SIGGRAPH) 33(4): 121:1-121:10 (2014) * Weiming Dong, Ning Zhou, Tong-Yee Lee, Fuzhang Wu, Yan Kong, Xiaopeng Zhang: Summarization-Based Image Resizing by Intelligent Object Carving. IEEE Transactions on Visualization and Computer Graphics, 20(1): 111-124 (2014) * Dengwen Zhou, Weiming Dong, Wengang Chen. Joint demosaicking and zooming using moderate spectral correlation and consistent edge map. Journal of Electronic Imaging 23(4): 034310 (2014) * Yong Zhang, Weiming Dong, Oliver Deussen, Feiyue Huang, Ke Li, Bao-Gang Hu: Data-driven face cartoon stylization. SIGGRAPH ASIA Technical Briefs 2014: 14:1-14:4 * Fuzhang Wu, Weiming Dong, Yan Kong, Xing Mei, Jean-Claude Paul, Xiaopeng Zhang: Content-Based Colour Transfer. Computer Graphics Forum 32(1): 190-203 (2013) * Yan Kong, Weiming Dong, Xing Mei, Xiaopeng Zhang, Jean-Claude Paul: SimLocator: robust locator of similar objects in images. The Visual Computer 29(9): 861-870 (2013) * Xing Mei, Xun Sun, Weiming Dong, Haitao Wang, Xiaopeng Zhang: Segment-Tree Based Cost Aggregation for Stereo Matching. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013: 313-320 * Dengwen Zhou, Xiaoliu Shen, Weiming Dong: Image zooming using directional cubic convolution interpolation. IET Image Processing(6): 627–634 (2012) * Weiming Dong, Guan-Bo Bao, Xiaopeng Zhang, Jean-Claude Paul: Fast Multi-Operator Image Resizing and Evaluation. Journal of Computer Science and Technology 27(1): 121-134 (2012) * Dengwen Zhou, Xiaoliu Shen, Weiming Dong: Colour demosaicking with directional filtering and weighting. IET Image Processing6(8): 1084–1092 (2012) * Weiming Dong, Guanbo Bao, Xiaopeng Zhang, Jean-Claude Paul: Fast Local Color Transfer via Dominant Colors Mapping. SIGGRAPH ASIA Technical Sketches 2010: 46:1-46:2 * Weiming Dong, Ning Zhou, Jean-Claude Paul, Xiaopeng Zhang: Optimized image resizing using seam carving and scaling. ACM Transactions on Graphics 28(5): 125:1-125:10 (2009) * Weiming Dong, Ning Zhou, Jean-Claude Paul: Robust tile-based texture synthesis using artificial immune system. Neural Computing and Applications 18(3): 223-235 (2009) * Weiming Dong, Ning Zhou, Jean-Claude Paul. Perspective-aware texture analysis and synthesis. The Visual Computer 24(7-9): 515-523 (2008) |
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发表著作 |
（ 1 ） 趣味程序导学Visual C++, Learning Visual C++ through Interesting Programms, 清华大学出版社, 2002-06, 第 1 作者 |
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专利成果 |
（ 1 ） 一种基于多层嵌套笼体的实时交互式图像变形方法, 发明, 2013, 第 3 作者, 专利号: CN 102496140 B |
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科研项目 |
1. 腾讯优图实验室，“优图研究”联合项目第七期，2019/08-2020/09 2. 远鉴科技，图像内容合成与质量评价，2019/08-2020/07 3. 腾讯优图实验室，“优图研究”联合项目第六期，2018/08-2019/07 4. 国家自然科学基金重点项目，基于视觉认知的可视媒体合成与评价，2019/01-2023/12 5. 国家重点研发计划，社会安全事件智能监测与预警关键技术与装备，2018/7-2020/6 6. 耀世-亮亮视野“第一视角计算”联合实验室，2018/7-2021/6 7. 咪咕视频，视频精细化标签AI能力定制，2018/8-2019/7 8. 腾讯优图实验室，“优图研究”联合项目第五期，2017/08-2018/07 9. 耀世娱乐，卢嘉锡国际合作团队项目，2018/01-2020/12 10. 国家自然科学基金面上项目，数据驱动的图像合成，2017/01-2020/12 |
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