个人简介
教育经历
1998.9-2002.7复旦大学电子工程系电路与系统专业学士学位
2002.9-2007.7复旦大学电子工程系电路与系统专业博士学位
工作经历
2007.7-2018.12东北大学信息科学与工程学院副教授
2008.3-2011.3 东北大学控制科学与工程博士后
2014.10-2015.10,宾夕法尼亚大学,电子工程系,国家公派访问学者
2019.1至今东北大学信息科学与工程学院教授
研究领域
机器学习;计算机视觉;模式识别;图像处理,具体研究内容涉及视觉显著性检测、多模态感知、视频异常行为检测、行人重识别、人体三维重建等
近期论文
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1.Dongyue Chen, Lingyi Yue, Xingya Chang, Ming Xu, Tong Jia. NM-GAN: noise-modulated generative adversarial network for video anomaly detection[J]. Pattern Recognition, 2021, 116: 107969.
2.Xingya Chang, Yuxin Zhang, Dingyu Xue, Dongyue Chen*.Multi-task learning for video anomaly detection[J]. Journal of Visual Communication and Image Representation, 2022, 87: 103547.
3.Dongyue Chen, Pengfei Wu, Tong Jia, Fangbin Xu. HOB-net: high order network via deep metric learning for person re-identification[J]. Applied Intelligence, 2021, 1(1).
4.Dongyue Chen, Jianjun Wu, Xiaoming Zhu, Tong Jia. Depth image restoration based on bimodal joint sequential filling[J]. Infrared Physics & Technology, 2021, 116: 103663.
5.Dongyue Chen, Pengtao Wang, Lingyi Yue, Yuxin Zhang, Tong Jia. Anomaly detection in surveillance video based on bidirectional prediction[J]. Image and Vision Computing, 2020: 103915.
6.Dongyue Chen, Haozhe Bing, Chunren Tang, Miaoting Tian, Tong Jia. Multi-information constraint learning for unsupervised domain adaptive person re-identification[J]. Neural Processing Letters, 2022.
7.Dongyue Chen, Xinyue Tantai, Xingya Chang, Miaoting Tian, Tong Jia. Weakly supervised anomaly detection based on two-step cyclic iterative PU learning strategy[J]. Neural Processing Letters, 2022.
8.Dongyue Chen, Hao Chu. Scale-Invariant Amplitude Spectrum Modulation for Visual Saliency Detection[J]. IEEE Transactions on Neural Networks and Learning Systems, 2012, 23(8):1206-1214.
9.Dongyue Chen, Liming Zhang and Juyang Weng. Spatio–Temporal Adaptation in the Unsupervised Development of Networked Visual Neurons[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2009, 20(6): 992-1008.
10.Dongyue Chen, Tong jia, Chengdong Wu. Visual saliency detection: From space to frequency[J]. SIGNAL PROCESSING-IMAGE COMMUNICATION, 2016, 44:57-68.
11.Tong Jia, Dongyue Chen, Liqun Bai, Zhuoqun Fang, Hongyu Wang. Depth perception based on omnidirectional ring structured light[J]. Optics and Laser Technology, 2018, 104:123-132.
12.Dongyue Chen, Qiusheng Chen, Jianjun Wu, Xiaosheng Yu, Tong Jia. Face swapping: realistic image synthesis based on facial landmarks alignment[J]. Mathematical Problems in Engineering, 2019.
13.Dongyue Chen, Peng Chen, Xiaosheng Yu, Mengjiao Cao, Tong Jia. Deeply-Learned Spatial Alignment for Person Re-identification[J]. IEEE Access, 2019, (99):1-1.
14.Ming Xu, Xiaosheng Yu, Dongyue Chen. An Efficient Anomaly Detection System for Crowded Scenes Using Variational Autoencoders[J]. Applied Sciences, 2019, 9(16): 3337.
15.陈东岳,朱晓明,马腾,宋圆圆,贾同.基于双尺度顺序填充的深度图像修复方法.中国图像图形学报, 2022(8).
16.陈东岳,周婷, 赵丹.基于视觉显著性与霍夫森林的腰椎间盘定位与分割,计算机辅助设计与图像图形学学报,2013, 25(9): 1368-1374.
17.陈东岳,陈宗文.基于特征显著性的均值漂移鲁棒目标跟踪.上海交通大学学报(自然科学版),2013, 47(11):1807-1812.
18.陈东岳, 吴成东.基于残差自然幂法的增量线性判别分析方法.东北大学学报(自然科学版),2011, 32(4): 472-475+480.