
黄庆明 讲席教授 博导 计算机科学与技术学院
国家杰出青年科学基金获得者,百千万人才工程国家级人选,IEEE Fellow
电子邮件: qmhuang@ucas.ac.cn
通信地址: 海淀区石景山区玉泉路19号甲
邮政编码: 100190
研究领域
教育背景
1984-09--1988-07 哈尔滨工业大学 本科生
学历
1988-1991年 哈尔滨工业大学获计算机系计算机应用专业 硕士(直接攻博)
1991-1994年 哈尔滨工业大学获计算机系计算机应用专业 博士
学位
1994年12月 哈尔滨工业大学获计算机系计算机应用专业 工学博士
出国学习工作
工作经历
2003-05--今 中国科学院大学 讲席教授、博士生导师,国家杰出青年科学基金获得者 ,百千万人才工程国家级人选, IEEE Fellow
2002-06--2003-05 新加坡威实录科技公司 首席工程师
2000-04--2002-05 新加坡资讯与通信研究院 研究员
1996-11--2000-03 新加坡资讯与通信研究院 副研究员
1995-05--1996-11 新加坡国立大学 博士后
1994-08--1995-05 哈尔滨工业大学 讲师
工作简历
2002-06~2003-05,新加坡威实录科技公司, 首席工程师
2000-04~2002-05,新加坡资讯与通信研究院, 研究员
1996-11~2000-03,新加坡资讯与通信研究院, 副研究员
1995-05~1996-11,新加坡国立大学, 博士后
1994-08~1995-05,哈尔滨工业大学, 讲师
社会兼职
2018-01-01-今,IEEE, 会士(Fellow)
2018-01-01-今,中国计算机学会, 会士
2017-01-01-今,IEEE CASS Beijing Chapter, Chair
2016-09-15-今,北京市图像图形学会, 副理事长
2016-01-31-今,中国计算机学会多媒体技术专业委员会, 副主任
教授课程
模式识别与机器学习
模式识别在图像与视频分析中的应用
模式识别
多媒体数字视频压缩原理技术与标准
专利与奖励
奖励信息
(2) 图像视频的多尺度表征与语义映射, 一等奖, 其他, 2020
(3) 视觉底层特性与高层语义对应性研究, 二等奖, 省级, 2015
(4) 大规模网络视频内容分析关键技术及应用, 一等奖, 其他, 2012
(5) 大规模数字图书与视频资源库建设, 一等奖, 部委级, 2010
专利成果
[2] 张朋, 苏荔, 黄庆明, 李国荣, 李亮. 一种有效的显著性预测模型方法. CN: CN110443784B, 2022-12-09.
[3] 黄庆明, 曹宗胜, 许倩倩, 杨智勇, 操晓春. 一种知识图谱嵌入模型的训练方法、系统和电子设备. CN: CN112182245B, 2022-11-29.
[4] 张晨, 李国荣, 苏荔, 黄庆明. 一种基于开放数据过滤和域适应的视频异常检测方法. CN: CN111950363B, 2022-11-29.
[5] 黄庆明, 李朝鹏, 许倩倩, 姜阳邦彦, 操晓春. 一种基于协同知识图谱的个性化推荐方法. CN: CN112149004B, 2022-10-25.
[6] 李亮, 杨士杰, 王树徽, 黄庆明. 一种候选回答语句生成和自然语言选择方法及系统. CN: CN110727768B, 2022-10-11.
[7] 李国荣, 于洪洋, 黄庆明, 苏荔. 一种基于运动和表观适应融合的无人机多目标跟踪方法. CN: CN110675430B, 2022-09-27.
[8] 王树徽, 闫旭, 黄庆明. 一种用于生成视频描述文本的系统、方法、存储介质与电子设备. CN: CN113784199B, 2022-09-13.
[9] 李国荣, 陈伟东, 张新峰, 黄庆明. 根据语言描述的视频动作者分割方法. CN: CN113869154B, 2022-09-02.
[10] 洪德祥, 李国荣, 苏荔, 黄庆明. 一种基于自监督学习的视频目标分割方法. CN: CN112967309B, 2022-07-26.
[11] 李国荣, 黄庆明, 刘心岩. 基于区块弱标注的人群计数方法. CN: CN113780092B, 2022-06-10.
[12] 李国荣, 刘心岩, 苏荔, 黄庆明. 一种人群计数方法. CN: CN112818884B, 2021-11-30.
[13] 王树徽, 黄庆明, 韩歆哲. 一种抑制语言偏差的视觉问答方法及系统. CN113407794B, 2021-09-17.
[14] 许倩倩, 姜阳邦彦, 马坷, 杨智勇, 李朝鹏, 操晓春, 黄庆明. 基于多几何模型融合的结构一致性运动分割方法和系统. CN: CN113034537A, 2021-06-25.
[15] 许倩倩, 郝前秀, 杨智勇, 黄庆明. 融合元路径语义的推荐方法及系统. CN: CN112861006A, 2021-05-28.
[16] 许倩倩, 曹天伟, 杨智勇, 黄庆明. 一种用于冷启动广告点击率预估模型的元模型训练方法. CN: CN112270571A, 2021-01-26.
[17] 许倩倩, 郝前秀, 杨智勇, 黄庆明. 一种推荐模型的训练方法、介质、电子设备和推荐模型. CN: CN112184391A, 2021-01-05.
[18] 李国荣, 杨一帆, 黄庆明, 苏荔. 一种基于排序网络的弱监督物体数目估计方法. CN: CN112101122A, 2020-12-18.
[19] 王树徽, 吴益灵, 黄庆明. 基于语义保持的跨模态内容检索方法和系统. CN: CN109284414B, 2020-12-04.
[20] 黄庆明, 张亮, 王树徽. 基于深度判别排序学习的跨媒体训练及检索方法. CN: CN107657008B, 2020-11-03.
[21] 黄庆明, 独大为, 齐洪钢. 基于受限结构图搜索的目标跟踪方法. CN: CN107194951B, 2020-08-21.
[22] 秦磊, 齐元凯, 张盛平, 姚鸿勋, 黄庆明, 林钟禹, 杨明轩. 基于深度卷积神经网络特征融合的目标跟踪方法及系统. CN: CN106056628B, 2019-06-18.
[23] 黄庆明, 贾飞, 庞俊彪. 一种基于图分解的多模式网络话题生成方法及其系统. CN: CN104166675B, 2018-07-06.
[24] 黄庆明, 褚令洋, 张艳雁, 王树徽, 蒋树强. 一种基于密集子图的视觉词典生成方法及其系统. CN: CN104239398B, 2017-11-21.
[25] 秦磊, 刘昊, 黄庆明, 成仲炜. 一种基于互信息的目标匹配方法及其系统. CN: CN104281572B, 2017-06-09.
[26] 王树徽, 申丽, 黄庆明, 蒋树强. 一种基于树结构的图像分类方法及其系统. CN: CN103324954B, 2017-02-08.
[27] 黄庆明, 张艳雁, 褚令洋, 李国荣, 王树徽, 张维刚. 基于多模态信息融合与图聚类的跨媒体话题检测方法、装置. CN: CN103995804B, 2017-02-01.
[28] 刘慧, 黄庆明, 宋国利. 数据传输处理方法和装置. CN: CN104980354A, 2015-10-14.
出版信息
发表论文
[2] Tianwei Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang. Mitigating Confounding Bias in Practical Recommender Systems with Partially Inaccessible Exposure Status. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 4 作者 通讯作者 46(2): 957-974,
[3] Duan, Kaiwen, Bai, Song, Xie, Lingxi, Qi, Honggang, Huang, Qingming, Tian, Qi. CenterNet++ for Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 5 作者 通讯作者 46(5): 3509-3521,
[4] Yangbangyan Jiang, Qianqian Xu, Yunrui Zhao, Zhiyong Yang, Peisong Wen, Xiaochun Cao, Qingming Huang. Positive-Unlabeled Learning With Label Distribution Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 7 作者 通讯作者 45(12): 15345-15363,
[5] Ke Zhang, 蒋汉良, Jian Zhang, 黄庆明, Jianping Fan, Jun Yu, Weidong Han. Semi-supervised Medical Report Generation via Graph-guided Hybrid Feature Consistency. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 4 作者
[6] Yu, Chuanbo, bo peng, 黄庆明, Jianjun Lei. PIPC-3Ddet: Harnessing Perspective Information and Proposal Correlation for 3D Point Cloud Object Detection. IEEE Transactions on Circuits and Systems for Video Technology[J]. 2023, 第 3 作者
[7] Yang, Zhiyong, Xu, Qianqian, Bao, Shilong, He, Yuan, Cao, Xiaochun, Huang, Qingming. Optimizing Two-Way Partial AUC With an End-to-End Framework. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 6 作者 通讯作者 45(8): 10228-10246, http://dx.doi.org/10.1109/TPAMI.2022.3185311.
[8] Zhang, Zhe, Peng, Bo, Lei, Jianjun, Shen, Haifeng, Huang, Qingming. Recurrent Interaction Network for Stereoscopic Image Super-Resolution. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2023, 第 5 作者33(5): 2048-2060, http://dx.doi.org/10.1109/TCSVT.2022.3220412.
[9] Zhang, Shengping, Xiaoyu Han, Zhang, Weigang, Xiangyuan Lan, 姚鸿勋, 黄庆明. Limb-Aware Virtual Try-On Network with Progressive Clothing Warping. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 6 作者 通讯作者
[10] Cong, Runmin, Kepu Zhang, Chen Zhang, Feng Zheng, Yao Zhao, 黄庆明, Sam Kwong. Does Thermal Really Always Matter for RGB-T Salient Object Detection?. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 6 作者http://arxiv.org/abs/2210.04266.
[11] Bo Peng, Mingliang Zhang, Jianjun Lei, Fu Huazhu, Haifeng Shen, 黄庆明. RGB-D Human Matting: A Real-World Benchmark Dataset and A Baseline Method. IEEE Transactions on Circuits and Systems for Video Technology[J]. 2023, 第 6 作者
[12] Xiaoqian Lv, Shengping Zhang, Chenyang Wang, Weigang Zhang, 姚鸿勋, 黄庆明. Unsupervised Low-Light Video Enhancement with Spatial-Temporal Co-attention Transformer. Ieee Transactions on Image Processing[J]. 2023, 第 6 作者https://ieeexplore.ieee.org/document/10210621.
[13] Qi, Zhaobo, Wang, Shuhui, Su, Chi, Su, Li, Huang, Qingming, Tian, Qi. Self-Regulated Learning for Egocentric Video Activity Anticipation. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 5 作者 通讯作者 45(6): 6715-6730, http://dx.doi.org/10.1109/TPAMI.2021.3059923.
[14] Wan, Fang, Ye, Qixiang, Yuan, Tianning, Xu, Songcen, Liu, Jianzhuang, Ji, Xiangyang, Huang, Qingming. Multiple Instance Differentiation Learning for Active Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 7 作者45(10): 12133-12147, http://dx.doi.org/10.1109/TPAMI.2023.3277738.
[15] Lei, Jianjun, Liu, Bingzheng, Peng, Bo, Cao, Xiaochun, Huang, Qingming, Ling, Nam. Deep Gradual-Conversion and Cycle Network for Single-View Synthesis. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE. 2023, 第 5 作者http://dx.doi.org/10.1109/TETCI.2023.3272003.
[16] MingYao Hong, Xinfeng Zhang, Guorong Li, Qingming Huang. Fine-Grained Feature Generation for Generalized Zero-Shot Video Classification. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2023, 第 4 作者32(null): 1599-1612, https://ieeexplore.ieee.org/document/10054580.
[17] Quanling Meng, Shengping Zhang, Zonglin Li, Chenyang Wang, Weigang Zhang, 黄庆明. Automatic Shadow Generation via Exposure Fusion. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 6 作者 通讯作者
[18] Zhiyong Yang, Qianqian Xu, Shilong Bao, Peisong Wen, Yuan He, Qingming Huang. AUC-Oriented Domain Adaptation: From Theory to Algorithm. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 6 作者 通讯作者 45(12): 15345-15363, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10214222.
[19] liu bingzhen, Bo Peng, Zhe Zhang, 黄庆明, ling nam, Jianjun Lei. Unsupervised Single-View Synthesis Network via Style Guidance and Prior Distillation. IEEE Transactions on Circuits and Systems for Video Technology[J]. 2023, 第 4 作者
[20] Ying Yu, Xiaojun lin, Shuhui Wang, Weiguo Sheng, 黄庆明, Jun Yu. A Comprehensive Survey of 3D Dense Captioning: Localizing and Describing Objects in 3D Scenes. IEEE Transactions on Circuits and Systems for Video Technology[J]. 2023, 第 5 作者
[21] Wu, Zhe, Zhang, Xinfeng, Tian, Geng, Wang, Yaowei, Huang, Qingming. Spatial-Temporal Graph Network for Video Crowd Counting. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2023, 第 5 作者33(1): 228-241,
[22] Han, Xinzhe, Wang, Shuhui, Su, Chi, Huang, Qingming, Tian, Qi. General Greedy De-bias Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 4 作者http://arxiv.org/abs/2112.10572.
[23] Cong, Runmin, Yang, Wenyu, Zhang, Wei, Li, Chongyi, Guo, ChunLe, Huang, Qingming, Kwong, Sam. PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN With Dual-Discriminators. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2023, 第 6 作者32: 4472-4485, http://dx.doi.org/10.1109/TIP.2023.3286263.
[24] Qianqian Xu, Zhiyong Yang, Yunrui Zhao, Xiaochun Cao, Qingming Huang. Rethinking Label Flipping Attack: From Sample Masking to Sample Thresholding. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 5 作者 通讯作者 45(6): 7668-7685,
[25] Jiang, Yangbangyan, Li, Xiaodan, Chen, Yuefeng, He, Yuan, Xu, Qianqian, Yang, Zhiyong, Cao, Xiaochun, Huang, Qingming. MaxMatch: Semi-Supervised Learning with Worst-Case Consistency. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 8 作者 通讯作者 45(5): 5970-5987, http://arxiv.org/abs/2209.12611.
[26] Guorong Li, Ye, Hanhua, Yuankai Qi, Shuhui Wang, Laiyun Qing, 黄庆明, Ming-Hsuan Yang. Learning Hierarchical Modular Networks for Video Captioning. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 6 作者46(2): 1049-1064, https://ieeexplore.ieee.org/document/10296527.
[27] Hong, Mingyao, Zhang, Xinfeng, Li, Guorong, Huang, Qingming. Multi-Modal Multi-Grained Embedding Learning for Generalized Zero-Shot Video Classification. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2023, 第 4 作者33(10): 5959-5972, http://dx.doi.org/10.1109/TCSVT.2023.3262754.
[28] Junshu Sun, Shuhui Wang, Xinzhe Han, Zhe Xue, Qingming Huang. All in a Row: Compressed Convolution Networks for Graph. International Conference on Machine Learning. 2023, 第 5 作者
[29] Yunbin Tu, Liang Li, Li Su, Junping Du, Ke Lv, Qingming Huang. Viewpoint-Adaptive Representation Disentanglement Network for Change Captioning. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2023, 第 6 作者32: 2620-2635, https://ieeexplore.ieee.org/document/10108947.
[30] Peng, Bo, Yao, Yuxuan, Lei, Jianjun, Fang, Leyuan, Huang, Qingming. Graph-Based Structural Deep Spectral-Spatial Clustering for Hyperspectral Image. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT[J]. 2023, 第 5 作者72: http://dx.doi.org/10.1109/TIM.2023.3271762.
[31] Zhang, Shengping, Wang, Chenyang, Nie, Liqiang, Yao, Hongxun, Huang, Qingming, Tian, Qi. Learning Enriched Hop-Aware Correlation for Robust 3D Human Pose Estimation. INTERNATIONAL JOURNAL OF COMPUTER VISION. 2023, 第 5 作者http://dx.doi.org/10.1007/s11263-023-01770-5.
[32] Peifeng Gao, Qianqian Xu, Peisong Wen, Zhiyong Yang, Huiyang Shao, Qingming Huang. Feature Directions Matters: Long-Tailed Learning via Rotated Balanced Representation. International Conference on Machine Learning. 2023, 第 6 作者 通讯作者
[33] Zhang, Ke, 蒋汉良, 黄庆明, Yan Yang, Jun Yu, jianping fan, 韩卫东. Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-training. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 3 作者
[34] Yunbin Tu, Liang Li, Li Su, Ke Lu, Qingming Huang. Neighborhood Contrastive Transformer for Change Captioning. IEEE TRANSACTIONS ON MULTIMEDIA(SCI一区)[J]. 2023, 第 5 作者
[35] Shaofei Cai, Liang li, Han, Xinzhe, Qi Tian, 黄庆明. Semantic and Correlation Disentangled Graph Convolutions for Multi-label Image Recognition. IEEE Transactions on Neural Networks and Learning Systems[J]. 2023, 第 5 作者 通讯作者
[36] 卓君宝, 王树徽, 黄庆明. Uncertainty Modeling for Robust Domain Adaptation Under Noisy Environments. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 3 作者 通讯作者
[37] Cong, Runmin, Ke Huang, Jianjun Lei, Yao Zhao, 黄庆明, Sam Kwong. Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360◦ Omnidirectional Image. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2023, 第 5 作者
[38] Bao, Shilong, Xu, Qianqian, Yang, Zhiyong, Cao, Xiaochun, Huang, Qingming. Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 5 作者 通讯作者 45(1): 1017-1035,
[39] Ma, Ke, Xu, Qianqian, Zeng, Jinshan, Li, Guorong, Cao, Xiaochun, Huang, Qingming. A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 6 作者 通讯作者 45(4): 4090-4108, http://arxiv.org/abs/2209.05742.
[40] Zhiyong Yang, Qianqian Xu, Wenzhen Hou, Peisong Wen, Yuan He, Cao, Xiaochun, Qingming Huang. Revisiting AUC-Oriented Adversarial Training with Loss-Agnostic Perturbations. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 7 作者 通讯作者 45(12): 15494-15511,
[41] Wang, Zitai, Xu, Qianqian, Yang, Zhiyong, He, Yuan, Cao, Xiaochun, Huang, Qingming. Optimizing Partial Area Under the Top-k Curve: Theory and Practice. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2023, 第 6 作者 通讯作者 45(4): 5053-5069, http://arxiv.org/abs/2209.01398.
[42] Peng, Bo, Chen, Lin, Song, Jiahui, Shen, Haifeng, Huang, Qingming, Lei, Jianjun. ZS-SBPRnet: A Zero-Shot Sketch-Based Point Cloud Retrieval Network Based on Feature Projection and Cross-Reconstruction. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS[J]. 2023, 第 5 作者19(8): 9194-9203, http://dx.doi.org/10.1109/TII.2022.3227722.
[43] Liu, Xuejing, Li, Liang, Wang, Shuhui, Zha, ZhengJun, Li, Zechao, Tian, Qi, Huang, Qingming. Entity-Enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2022, 第 7 作者 通讯作者 45(3): 3003-3018, http://dx.doi.org/10.1109/TPAMI.2022.3186410.
[44] Ding, Guanqi, Han, Xinzhe, Wang, Shuhui, Wu, Shuzhe, Jin, Xin, Tu, Dandan, Huang, Qingming. Attribute Group Editing for Reliable Few-shot Image Generation. IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022, 第 7 作者
[45] Li, Guorong, Hong, Dexiang, Xu, Kai, Zhong, Bineng, Su, Li, Han, Zhenjun, Huang, Qingming. Self Supervised Progressive Network for High Performance Video Object Segmentation. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2022, 第 7 作者http://dx.doi.org/10.1109/TNNLS.2022.3219936.
[46] Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang. OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport. Annual Conference on Neural Information Processing Systems. 2022, 第 6 作者 通讯作者
[47] Bao, Shilong, Xu, Qianqian, Yang, Zhiyong, He, Yuan, Cao, Xiaochun, Huang, Qingming. The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm. Annual Conference on Neural Information Processing Systems. 2022, 第 6 作者http://arxiv.org/abs/2209.15292.
[48] Chao Bi, Shuihui Wang, Zhe Xue, Shengbo Chen, Qingming Huang. Inferential Visual Question Generation. ACM International Conference on Multimedia. 2022, 第 5 作者
[49] Li, Liang, Gao, Xingyu, Deng, Jincan, Tu, Yunbin, Zha, ZhengJun, Huang, Qingming. Long Short-Term Relation Transformer With Global Gating for Video Captioning. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2022, 第 6 作者31: 2726-2738, http://dx.doi.org/10.1109/TIP.2022.3158546.
[50] Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Cao, Xiaochun, Yuan Yao, Qingming Huang. Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2022, 第 6 作者 通讯作者 44(6): 3154-3169, https://ieeexplore.ieee.org/document/9310271.
[51] Zhang, Xinfeng, Lin, Weisi, Huang, Qingming. Fine-Grained Image Quality Assessment: A Revisit and Further Thinking. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2022, 第 3 作者32(5): 2746-2759, http://dx.doi.org/10.1109/TCSVT.2021.3096528.
[52] Xuan Jiang, Zhiyong Yang, Peisong Wen, Li Su, Qingming Huang. A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing. International Joint Conference on Artificial Intelligence (CCF-A类). 2022, 第 5 作者 通讯作者
[53] Ma, Ke, Xu, Qianqian, Zeng, Jinshan, Cao, Xiaochun, Huang, Qingming. Poisoning Attack Against Estimating From Pairwise Comparisons. IEEE Transactions on Pattern Analysis and Machine Intelligence[J]. 2022, 第 5 作者 通讯作者 44(10): 6393-6408,
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发表著作
(2) 机器学习从原理到应用, 人民邮电出版社, 2020-10, 第 2 作者
科研活动
承担了科技创新2030-新一代人工智能重大项目、国家自然科学基金(杰青、重点、重点国际合作和面上项目)、973计划、863计划、中科院****、中科院前沿科学重点研究计划、北京市自然科学基金、新加坡科技局资助项目等国内外众多课题的研究工作。
科研项目
( 2 ) 跨媒体语义学习与内容理解, 主持, 国家级, 2012-01--2016-08
( 3 ) 面向网络事件的跨平台异质媒体语义协同与挖掘, 主持, 国家级, 2014-01--2018-12
( 4 ) 基于内容的视频处理与编码, 主持, 国家级, 2011-01--2014-12
( 5 ) 基于知识图谱的异构媒体大数据搜索与挖掘, 主持, 部委级, 2016-08--2020-12
( 6 ) 面向城市交通监控的无人机视频分析及其关键信息挖掘, 主持, 国家级, 2017-01--2021-12
( 7 ) 网络大数据环境下的主流媒体内容感知、交互与分析展示技术, 参与, 国家级, 2017-01--2020-12
( 8 ) 目标识别技术研制, 主持, 研究所(学校), 2016-12--2018-12
( 9 ) 面向跨媒体内容管理的智能分析与推理, 主持, 国家级, 2019-12--2023-12
( 10 ) 端云协同视频智能计算方法与芯片架构研究, 参与, 国家级, 2020-01--2024-12
参与会议
(2)Deep Unsupervised Convolutional Domain Adaptation 2017-10-24
(3)Multi-Networks Joint Learning for Large-Scale Cross-Modal Retrieval 2017-10-24
(4)From Seed Discovery to Deep Reconstruction: Predicting Saliency in Crowd via Deep Networks 2016-10-15
(5)Cross-modal Retrieval by Real Label Partial Least Squares 2016-10-15
(6)PL-ranking: A Novel Ranking Method for Cross-Modal Retrieval 2016-10-15
(7)Webpage Saliency Prediction with Multi-Features Fusion 2016-09-25
(8)Accelerate Convolutional Neural Networks for Binary Classification via Cascading Cost-Sensitive Feature 2016-09-25
(9)Tri-level Combination for Image Representation 2016-09-15
(10)Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks 2016-08-08
(11)Video Saliency Prediction with Optimized Optical Flow and Gravity Center Bias 2016-07-11
(12)Robust Latent Poission Deconvolution from Multiple Imperfect Features for Web Topic Detection 2016-07-11
(13)Crowd Video Retrieval via Deep Attribute-Embedding Graph Ranking 2016-07-11
(14)Hedged Deep Tracking 2016-06-27
(15)Joint Multi-View Representation Learning and Image Tagging 2016-02-12
(16)Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis 2015-12-11
(17)Learning Label Specific Features for Multi-Label Classification 2015-11-14
(18)Cross-media Topic Detection with Refined CNN Based Image-Dominant Topic Model 2015-10-26
(19)ALID: Scalable Dominant Cluster Detection 2015-08-31
(20)Adaptive Sharing for Image Classification 2015-07-25
(21)Semantic-aware Hashing for Social Image Retrieval 2015-06-29
(22)Group Sensitive Classifier Chains for Multi-Label Classification 2015-06-29
(23)Improving Cross-Modal Correlation Learning by Hyperlinks 2015-06-29
(24)GOMES: A Group-Aware Multi-View Fusion Approach towards Real-World Image Clustering 2015-06-29
(25)Formation Period Matters: Towards Socially Consistent Group Detection via Dense Subgraph Seeking 2015-06-23
(26)Location-Based Parallel Tag Completion for Geo-tagged Social Photo Retrieval 2015-06-23
(27)The Face Object Based HEVC System for Video Call 2015-05-25
(28)Cross-modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation 2014-12-14
(29)Large Scale Image Understanding with Non-convex Multi-task Learning 2014-11-25
(30)Coupling Multiple Alignments and Re-ranking for Low-Latency Online Multi-target Tracking 2014-11-01
(31)Sharing Model with Multi-level Feature Representations 2014-10-27
(32)Cross Modal Metric Learning with Multi-level Semantic Relevance 2014-10-27
(33)Weakly Supervised Cross-view Action Recognition via Sequential Motion Accumulation 2014-10-27
(34)DA-CCD: A Novel Action Representation by Deep Architecture of Local Depth Feature 2014-10-27
(35)Web Topic Detection Using A Ranked Clustering-like Pattern Across Similarity Cascades 2014-07-14
(36)Cross media Topic Analytics Based on Synergetic Content and User Behavior Modeling 2014-07-14
(37)Graph-Density-Based Visual Word Vocabulary for Image Retrieval 2014-07-14
(38)On-line Web-video Topic Detection and Tracking with Semi-supervised Learning 2013-12-13
(39)Fine-Grained Image Classification Using Color Exemplar Classifiers 2013-12-13
(40)Semantically-based Human Scanpath Estimation with HMMs 2013-12-03
(41)Undo the Codebook Bias by Linear Transformation for Visual Applications 2013-10-21
(42)Beyond Bag of Words: Image Representation in Sub-semantic Space 2013-10-21
(43)Robust Evaluation for Quality of Experience in Crowdsourcing 2013-10-21
(44)Stochastic Boosting for Large-scale Image Classification 2013-09-15
(45)Particle Flow: Bag of Trajectory Graphs for Dense Crowd Event Recognition 2013-09-15
(46)Set-Based Classification for Person Re-Identification Utilizing Mutural-Information 2013-09-15
(47)An Efficient Occlusion Detection Mehtod to Improve Object Trackers 2013-09-15
(48)Discriminative Spatial Codebook Generation for Image Classification 2013-07-27
(49)Abnormal Event Detection in Crowded Scenes Based on Structural Multi-scale Motion Interlaced Patterns 2013-07-15
(50)WIKI-CMR: A Web Cross Modality Database for Studying and Evaluation of Cross Modality Retrieval Methods 2013-07-15
(51)Cross-media Topic Detection: A Multi-modality Fusion Framework 2013-07-15
(52)Multi-Level Discriminative Dictionary Learning towards Hierarchical Visual Categorization 2013-06-23
(53)Online Learning Based Face Distortion Recovery for Conversational Video Coding 2013-03-20
(54)Cross Concept Local Fisher Discriminant Analysis for Image Classification 2013-01-07
(55)Visual Saliency and Distortion Weighting Based Video Quality Assessment 2012-12-04
(56)Spatio-temporal Visual Distortion and Rate Optimization for Video Coding 2012-12-04
(57)Improving Image Distance Metric Learning by Embedding Semantic Relations 2012-12-04
(58)Theoretical Analysis of Learning Local Anchors for Classification 2012-11-11
(59)Color Maximal-Dissimilarity Pattern for Pedestrian Detection 2012-11-11
(60)Abnormal Crowd Behavior Detection Based on Social Attribuye-Aware Force Model 2012-09-30
(61)Aesthetic Composition Representation for Portrait Photographing Recommendation 2012-09-30
(62)Online Crowdsourcing Subjective Image Quality Assessment 2012-09-29
(63)An Effective Multi-Clue Fusion Approach for Web Video Topic Detection 2012-09-29
(64)Motion Based Perceptual Distortion and Rate Optimization for Video Coding 2012-07-09
(65)Multi-feature Metric Learning with Knowledge Transfer among Semantics and Social Tagging 2012-06-18
(66)A Rotation Invariant Descriptor for Robust Video Copy Detection Shuqiang Jiang, Li Su, Qingming Huang, Peng Cui, Zhipeng Wu 2011-12-22
(67)Coarse-to-Fine Dissolve Detection Based on Image Quality Assessment Weigang Zhang, Chunxi Liu, Qingming Huang, Shuqiang Jiang, Wen Gao 2011-12-21
(68)Recognizing Realistic Action Using Contextual Feature Group Yituo Ye, Lei Qin, Zhongwei Cheng, Qingming Huang 2011-12-21
(69)Learning-to-Share Based on Finding Groups for Large Scale Image Classification Li Shen, Shuqiang Jiang, Shuhui Wang, Qingming Huang 2011-12-20
(70)Adaptive Moving Cast Shadow Detection Guizhi Li, Lei Qin, Qingming Huang 2011-12-20
(71)Justifying the Importance of Color Cues in Object Detection: A Case Study on Pedestrian Qingyuan Wang, Junbiao Pang, Lei Qin, Shuqiang Jiang, Qingming Huang 2011-12-20
(72)Random Partial Paired Comparison for Subjective Video Quality Assessment via HodgeRank Qianqian Xu 2011-11-29
(73)Detection and Location of Near-Duplicate Video Sub-Clips by Finding Dense Subgraphs Tianlong Chen 2011-11-29
(74)Human Group Activity Analysis with Fusion of Motion and Appearance Information Zhongwei Cheng 2011-11-29
(75)Efficient lp-norm multiple feature metric learning for image categorization Shuhui Wang 2011-10-26
(76)ObjectBook Construction for Large-Scale Semantic-Aware Image Retrieval Shiliang Zhang 2011-10-18
(77)Visual Perception Based Lagrangian Rate Distortion Optimization for Video Coding Xi Wang 2011-09-14
(78)Query Sensitive Dynamic Web Video Thumbnail Generation Chunxi Liu 2011-09-13
(79)Online Vicept Learning for Web-scale Image Understanding Liang Li 2011-09-13
(80)Human Tracking by Structured Body Parts Xingkun Xu 2011-09-13
(81)Fast Common Visual Pattern Detection via Radiate Geometric Model Lingyang Chu 2011-09-12
(82)Content-based intelligent video recorder with its implementation on sports video Shuqiang Jiang, Qingming Huang, Zhao Zhao 2011-08-05
(83)Matching Content-Based Saliency Regions for Partial-Duplicate Image Retrieval Liang Li 2011-07-12
(84)News Video Story Sentiment Classification and Ranking Chunxi Liu 2011-07-11
(85)Learning Image Vicept Description via Mixed-Norm Regularization for Large Scale Semantic Image Search Liang Li 2011-06-21
(86)Treat samples differently: Object tracking with semi-supervised online CovBoost Guorong Li 2010-11-08
(87)Vicept: Link Visual Features to Concepts for Large-scale Image Understanding Zhipeng Wu 2010-10-26
(88)Neighbor Classification Using Unlabeled Data for Large Scale Image Application Shuhui Wang 2010-10-26
(89)Memory Matrix: A Novel User Experience for Home Video Qianqian Xu 2010-10-26
(90)Building Contextual Visual Vocabulary for Large-scale Image Applications Shiliang Zhang 2010-10-26
(91)Real-time Interactive Multi-Target Tracking Using Kernel-Based Trackers Guorong Li 2010-09-27
(92)A Close-up Detection Method for Movies Huiying Liu 2010-09-27
(93)Multi-Description of Local Interest Point for Partial-Duplicate Image Retrieval Liang Li 2010-09-27
(94)Attention Based Album Slideshow Huiying Liu 2010-09-13
(95)Adding Affine Invariant Geometric Constraint for Partial-Duplicate Image Retrieval Zhipeng Wu 2010-08-25
(96)Action Recognition Using Spatial-Temporal Context Qiong Hu 2010-08-25
(97)Multiple Kernel Learning with High Order Kernels Shuhui Wang 2010-08-25
(98)Localized Image Matte Evaluation by Gradient Correlation Guilin Yao 2010-08-25
(99)Group Activity Recognition by Gaussian Processes Estimation Zhongwei Cheng 2010-08-24
(100)Bridging the Gap Between Objective Score and Subjective Preference in Video Quality Assessment Qianqian Xu 2010-07-20
(101)Event Based News Video People Classification and Ranking Using Multimodality Features Chunxi Liu 2010-07-20
(102)Fast Copy Detection Based on Slice Entropy Scattergraph Peng Cui 2010-07-20
(103)Novel Observation Model for Probabilistic Object Tracking Dawei Liang 2010-06-15
(104)Measuring Visual Saliency by Site Entropy Rate Wei Wang 2010-06-15
(105)Pair-wise Visual Word Tree for Efficeint Image Re-ranking Shiliang Zhang 2010-03-15
(106)Video Shrinking by Auditory and Visual Cues Qianqian Xu 2009-12-17
(107)A Generic Approach to Classify Sports Video Shots and Its Application in Event Detection Lingfang Li 2009-11-24
(108)Personalized Online Video Recommendation by Neighborhood Score Propagation Based Global Ranking Chunxi Liu 2009-11-24
(109)Advertise Gently - In-image advertising with Low Intrusiveness Huiying Liu, Xuekan Qiu, Qingming Huang, Shuqiang Jiang, Changsheng Xu 2009-11-07
(110)Utilizing Affective Analysis for Efficient Movie Browsing Shiliang Zhang, Qi Tian, Qingming Huang, Wen Gao, Shipeng Li 2009-11-07
(111)Joint Learning for Side Information and Correlation Model Based on Linear Regression Model in Distributed Video Coding Xianming Liu, Debin Zhao, Yongbing Zhang, Siwei Ma, Qingming Huang,Wen Gao 2009-11-07
(112)Visual ContextRank for Web Image Re-ranking Shuhui Wang 2009-10-09
(113)Near-Duplicate Video Matching with Transformation Recognition Zhipeng Wu 2009-10-09
(114)Descriptive Visual Words and Visual Phrases for Image Applications Shiliang Zhang 2009-10-09
(115)Automatic Sports Genre Categorization and View-type Classification over Large-scale Dataset Lingfang Li 2009-10-09
(116)Friend Recommendation According to Appearances on Photos Zhipeng Wu 2009-10-09
(117)Spatial-temporal Video Browsing for Mobile Application Based on Visual Attention Analysis Xuekan Qiu 2009-06-09
(118)A Hybrid Text Segmentation Approach Xiaojun Li 2009-06-09
(119)Compression-Induced Rendering Distortion Analysis for Texture/Depth Rate Allocation in 3D Video Compression Yanwei Liu 2009-03-09
(120)A Generic Virtual Content Insertion System Based on Visual Attention Model Huiying Liu 2008-10-28
(121)Naming Faces in Broadcast News Video By Image Google Chunxi Liu 2008-10-27
(122)iMTV - An Integrated System for MTV Affective Analysis Shiliang Zhang 2008-10-27
(123)Pedestrian Detection via Logistic Multiple Instance Boosting Junbiao Pang 2008-10-12
(124)Fast and Effective Text Detection Xiaojun Li 2008-10-12
(125)People Re-Detection Using AdaBoost with Sift and Color Correlogram Lei Hu 2008-10-12
(126)Object Tracking Using Incremental 2D-LDA Learning and Bayes Inference Guorong Li 2008-10-12
(127)Shot Classification for Action Movies Based on Motion Characteristics Shuhui Wang 2008-10-12
(128)Tactic Analysis Based on Player and Ball Trajectory in Broadcast Video Guangyu Zhu 2008-07-07
(129)Lower Attentive Region Detection for Virtual Content Insertion in Broadcast Video Huiying Liu 2008-06-26
(130)Spatial-Temporal Attentive Analysis for Home Video Xuekan Qiu 2008-06-26
(131)Coarse-to-Fine Video Text Detection Guangyi Miao 2008-06-26
(132)Affective MTV Analysis Based on Arousal and Valence Features Shiliang Zhang 2008-06-26
(133)A Cooperative Framework for Background Modeling in Traffic Video Surveillance ZHONG WEI 2007-12-15
(134)Depth Image Segmentation for Improved Virtual View Image Quality in 3-DTV Wei Wang 2007-11-28
(135)Region-Based Visuall Attention Analysis with Its Application in Image Browsing on Small DisplaysProc. Of ACM MM 2007 Huiying Liu 2007-09-23
(136)Trajectory Based Event Tactics Analysis in Broadcast Sports Video Guangyu Zhu 2007-09-23
(137)MEAN-SHIFT BLOB TRACKING WITH ADAPTIVE FEATURE SELECTION AND SCALE ADAPTATION Dawei Liang 2007-09-17
(138)MONOCULAR TRACKING 3D PEOPLE BY GAUSSIAN PROCESS SPATIO-TEMPORAL VARIABLE MODEL Junbiao Pang 2007-09-17
(139)MINING INFORMATION OF ATTACK-DEFENSE STATUS FROM SOCCER VIDEO BASED ON SCENE ANALYSIS Shuqiang Jiang 2007-08-03
(140)A Real-time Score Detection and Recognition Approach for Broadcast Basketball Video Guangyi Miao 2007-07-03
(141)HIGHLIGHT RANKING FOR RACQUET SPORTS VIDEO IN USER ATTENTION SUBSPACES BASED ON RELEVANCE FEEDBACK Yijia Zheng 2007-07-03
(142)GENERATING VIDEO SEQUENCE FROM PHOTO IMAGE FOR MOBILE SCREENS BY CONTENT ANALYSIS Shuqiang Jiang 2007-07-03
(143)A Fast Approach for Natural Image Matting Using Structure Information Qianhui Ning 2007-07-03
(144)A Pixel-wise Local Information-based Background Subtraction Approach Zhong Wei 2007-06-26
(145)Robust Copy Detection by Mining Temporal Self-Similarities Zhipeng Wu 2007-06-09
(146)Macroblock-level Reduced Resolution Video Coding Allowing Adaptive DCT Coefficients Selection Qiang Hao 2007-05-28
(147)Low-delay View Random Access for Multi-view Video Coding Yanwei Liu 2007-05-28
(148)Drift Compensated Coding Optimization for Fast Bit-rate Reduction Transcoding Peng Zhang 2007-01-29
(149)Low-Complexity Video Compression Using Down/Up Sampling at Low Bitrates Qiang Hao 2006-11-06
(150)View Sequence Coding using Warping-based Image Alignment for Multi-view Video Weiyan Liu 2006-11-06
(151)Highlight Summarization in Soccer Video Based on Goalmouth Detection Zhao Zhao 2006-11-06
(152)Monocular Tracking 3D People with Back Constrained Scaled Gaussian Process Latent Variable Models Junbiao Pang 2006-11-06
(153)Player Action Recognition in Broadcast Tennis Video with Applications to Semantic Analysis of Sports Game Guangyu Zhu 2006-10-23
(154)Action Recognition in Broadcast Tennis Video Guangyu Zhu 2006-08-21
(155)Unsupervised Texture Classification: Automatically Discover and Classify Texture Patterns Lei Qin 2006-08-21
(156)An edge-based median filtering algorithm with consideration of motion vector reliability for adaptive video deinterlacing Qian Huang 2006-07-17
(157)Automatic multi-player detection and tracking in broadcast sports video using support vector machine and particle filter Guangyu Zhu 2006-07-10
(158)A fast intra mode decision algorithm for AVS to H.264 transcoding Zhigang Wang 2006-07-10
(159)Extracting Story Units in Sports Video Based on Unsupervised Video Scene Clustering Chunxi Liu 2006-07-10
(160)Highlight Summarization in Sports Video Based on Replay Detection Zhao Zhao 2006-07-10
(161) Image Matching by Normalized Cross-Correlation Feng Zhao, 2006-05-15
(162)Action Recognition in Broadcast Tennis Video Using Optical Flow and Support Vector Machine Guangyu Zhu 2006-05-13
(163)A Simple Algorithm for Constant Quality Reconstruction of Scalable video Using a New Analytical R-D Model Jun Sun, 2006-04-25
(164)Subjective Evaluation Criterion for Selecting Affective Features and Modeling Highlights Liyuang Xing 2006-01-18
(165)Exciting Event Detection in Broadcast Soccer Video with Mid-level Description and Incremental Learning Qixiang Ye 2005-11-07
(166)Video2Cartoon: Generating 3D Cartoon from Broadcast Soccer Video Dawei Liang 2005-11-07
(167)Improving Particle Filter with Support Vector Regression for Efficient Visual Tracking Guangyu Zhu 2005-09-12
(168) Jersey Number Detection in Sports Video for athlete Identification Qixiang Ye 2005-07-13
(169)Statistical Model, Analysis and Approximation of Rate-Distortion Function in MPEG-4 FGS Videos Jun SUn 2005-07-13
(170)A New Method to Calculate the Camera Focusing Area and Player Position on Playfield in Soccer Video Yang Liu 2005-07-13
(171)Unsupervised Sports Video Scene Clustering and Its Applications to Story Units Detection Weigang Zhang 2005-07-13
(172)A Scheme for Racquet Sports Video Analysis with the Combination of Audio-visual Information Liyuang Xing 2005-07-13
(173)A System for Automatic Generation of Music Sports-video Weigang Zhang 2005-07-07
(174)Linear Transform Based Motion Compensated Prediction for Lumiance Intensity Changes Debin LI 2005-05-24
(175)Viewpoint Switching in Multiview Video Streaming Xun Guo 2005-05-24
(176)Bandwidth Adaptive Quality Smoothing for Unequal Error Protected Scalable Video Streaming Longshe Huo 2005-03-30
(177)Playfield Detection Using Adaptive GMM and Its Application Yang Liu 2005-03-20
(178)Quality Smoothing for FEC-based Multiple Description Coding Longshe Huo 2004-12-24
(179)FEC-based Multiple Description Coding for Heterogeneous Client Bandwidths Longshe Huo 2004-12-01
(180) A Novel FGS Base-Layer Encoding Model And Weight-Based Rate Adaptation for Constant-Quanlity Streaming Jun Sun 2004-12-01
(181)Error Resilience Video Coding in H.264 Encoder with Potential Distortion Tracking Yuan Zhang 2004-10-25
(182)Automatic Text Segmentation from Complex Background Qixiang Ye 2004-10-25
(183)Mode Mapping Method for H.264/AVC Spatial Downscaling Transcoding Peng Zhang 2004-10-25
(184)Context-Based 2D-VLC for Video Coding Qiang Wang 2004-06-28
(185)New Bi-Prediction Techniques for B Pictures Coding Xiangyang Ji 2004-06-28
(186)Improved Error Concealment Algorithms Based on H.264/AVC Non-normative Decoder Li Su 2004-06-28
合作情况
项目协作单位
北京大学
哈尔滨工业大学
哈尔滨工程大学
北京工业大学
NEC中国研究院
微软亚洲研究院
新加坡国立大学
新加坡南洋理工大学
指导学生
已指导学生
魏众 硕士研究生 081203-计算机应用技术
宋德强 博士研究生 081002-信号与信息处理
苗广艺 硕士研究生 081203-计算机应用技术
郑轶佳 硕士研究生 081203-计算机应用技术
蔡少婕 硕士研究生 081203-计算机应用技术
邱学侃 硕士研究生 081203-计算机应用技术
刘纯熙 博士研究生 081203-计算机应用技术
吴志鹏 硕士研究生 081203-计算机应用技术
刘慧颖 博士研究生 081203-计算机应用技术
王威 博士研究生 081203-计算机应用技术
刘延伟 博士研究生 081203-计算机应用技术
赵照 硕士研究生 081203-计算机应用技术
郝嫱 硕士研究生 081203-计算机应用技术
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