基本信息
陶大鹏  男    中国科学院深圳先进技术研究院
电子邮件: dapeng.tao@gmail.com
通信地址: 深圳市南山区西丽深圳大学城学苑大道1068号
邮政编码: 518055

研究领域

机器视觉: 手写文字识别,图像分类和标定,行人重标识,人脸检测与识别。

机器学习: 深度学习,流形子空间学习,度量学习。

穿戴设备: 基于加速度传感器的人体行为识别。


教育背景

2009-09--2014-05   华南理工大学   工学博士研究生
1995-09--1999-07   西北工业大学   工学学士学位

工作经历

   
工作简历
2015-03~现在, 云南大学, 教授
2014-06~2015-03,中国科学院深圳先进技术研究院, 副研究员
1999-08~2009-05,中国航空工业第六一三研究所, 工程师

教授课程

数字信号处理实验课程
数值计算分析
人工智能

专利与奖励

   
奖励信息
(1) 智慧银行设备安全可控关键技术及应用, 二等奖, 省级, 2016
(2) 异构可视媒体的内容分析与可信服务研究, 一等奖, 省级, 2015
(3) 智能互联网机器人, 二等奖, 部委级, 2014
专利成果
( 1 ) 一种基于加速度计的人体行为识别方法, 发明, 2017, 第 1 作者, 专利号: ZL201310428353.7
( 2 ) 一种大数据图像分类方法, 发明, 2016, 第 2 作者, 专利号: ZL201310432630.1
( 3 ) 一种基于云计算的手机图像标注方法, 发明, 2017, 第 2 作者, 专利号: ZL201310455285.3
( 4 ) 基于Sigmoid函数的人脸识别方法, 发明, 2015, 第 1 作者, 专利号: 2015106886311
( 5 ) 一种多重保险的身份认证方法, 发明, 2016, 第 1 作者, 专利号: 2016100726440
( 6 ) 一种有噪声环境下的场景识别方法, 发明, 2016, 第 1 作者, 专利号: 2016101038255
( 7 ) 一种基于局部近邻嵌入核函数的仪表定位方法及其使用载体, 发明, 2016, 第 1 作者, 专利号: 2016101458143
( 8 ) 一种基于三轴加速度传感器人体动作识别方法, 发明, 2016, 第 1 作者, 专利号: 2016102904438
( 9 ) 一种基于三轴加速度传感器人体动作识别方法, 发明, 2016, 第 1 作者, 专利号: 2016102904438
( 10 ) 一种室内场景的识别方法及装置, 发明, 2015, 第 1 作者, 专利号: 2015101173017

出版信息

   
发表论文
[1] Li, Huafeng, Chen, Yiwen, Tao, Dapeng, Yu, Zhengtao, Qi, Guanqiu. Attribute-Aligned Domain-Invariant Feature Learning for Unsupervised Domain Adaptation Person Re-Identification. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2021, 16: 1480-1494, http://dx.doi.org/10.1109/TIFS.2020.3036800.
[2] Wu, Wanyin, Tao, Dapeng, Li, Hao, Yang, Zhao, Cheng, Jun. Deep features for person re-identification on metric learning. PATTERN RECOGNITION[J]. 2021, 110: http://dx.doi.org/10.1016/j.patcog.2020.107424.
[3] Li, Huafeng, Pang, Jian, Tao, Dapeng, Yu, Zhengtao. Cross adversarial consistency self-prediction learning for unsupervised domain adaptation person re-identification. INFORMATION SCIENCES[J]. 2021, 559: 46-60, http://dx.doi.org/10.1016/j.ins.2021.01.016.
[4] Wang, Bin, Tao, Dapeng, Dong, Rui, Tang, Yuanyan, Gao, Xinbo. A Contour Co-Tracking Method for Image Pairs. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2021, 30: 5402-5412, [5] Fu, Sichao, Liu, Weifeng, Zhang, Kai, Zhou, Yicong, Tao, Dapeng. Semi-supervised classification by graph p-Laplacian convolutional networks. INFORMATION SCIENCES[J]. 2021, 560: 92-106, http://dx.doi.org/10.1016/j.ins.2021.01.075.
[6] Ma, Zheng, Cheng, Jun, Tao, Dapeng. Online learning using projections onto shrinkage closed balls for adaptive brain-computer interface. PATTERN RECOGNITION[J]. 2020, 97: http://dx.doi.org/10.1016/j.patcog.2019.107017.
[7] Meng, Min, Lan, Mengcheng, Yu, Jun, Wu, Jigang, Tao, Dapeng. Constrained Discriminative Projection Learning for Image Classification. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2020, 29: 186-198, https://www.webofscience.com/wos/woscc/full-record/WOS:000487069300014.
[8] Li, Huafeng, Yan, Shuanglin, Yu, Zhengtao, Tao, Dapeng. Attribute-Identity Embedding and Self-Supervised Learning for Scalable Person Re-Identification. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2020, 30(10): 3472-3485, https://www.webofscience.com/wos/woscc/full-record/WOS:000576289700015.
[9] Fu, Sichao, Liu, Weifeng, Tao, Dapeng, Zhou, Yicong, Nie, Liqiang. HesGCN: Hessian graph convolutional networks for semi-supervised classification. INFORMATION SCIENCES[J]. 2020, 514: 484-498, http://dx.doi.org/10.1016/j.ins.2019.11.019.
[10] Cheng, Bo, Wu, Wanyin, Tao, Dapeng, Mei, Shibo, Mao, Ting, Cheng, Jun. Random Cropping Ensemble Neural Network for Image Classification in a Robotic Arm Grasping System. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT[J]. 2020, 69(9): 6795-6806, http://dx.doi.org/10.1109/TIM.2020.2976420.
[11] Deng, Cheng, Yang, Xu, Nie, Feiping, Tao, Dapeng. Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold Ranking. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2020, 22(4): 885-896, http://dx.doi.org/10.1109/TMM.2019.2934833.
[12] Huang, Xinjian, Du, Bo, Tao, Dapeng, Zhang, Liangpei. Spatial-spectral weighted nuclear norm minimization for hyperspectral image denoising. NEUROCOMPUTING[J]. 2020, 399: 271-284, http://dx.doi.org/10.1016/j.neucom.2020.01.103.
[13] Yang, Zhao, Zhu, Yuanxin, Liu, Tie, Zhao, Sai, Wang, Yunyan, Tao, Dapeng. Output Layer Multiplication for Class Imbalance Problem in Convolutional Neural Networks. NEURAL PROCESSING LETTERS[J]. 2020, 52(3): 2637-2653, http://dx.doi.org/10.1007/s11063-020-10366-w.
[14] Li, Jinfeng, Liu, Weifeng, Zhou, Yicong, Tao, Dapeng, Nie, Liqiang. Domain Adaptation with Few Labeled Source Samples by Graph Regularization. NEURAL PROCESSING LETTERS[J]. 2020, 51(1): 23-39, https://www.webofscience.com/wos/woscc/full-record/WOS:000528790900002.
[15] Wang, Linfei, Tao, Dapeng, Wang, Ruonan, Wang, Ruxin, Li, Hao. BIG MAP R-CNN FOR OBJECT DETECTION IN LARGE-SCALE REMOTE SENSING IMAGES. MATHEMATICAL FOUNDATIONS OF COMPUTING[J]. 2019, 2(4): 299-314, http://dx.doi.org/10.3934/mfc.2019019.
[16] Lei, Jie, Luan, Qiao, Song, Xinhui, Liu, Xiao, Tao, Dapeng, Song, Mingli. Action Parsing-Driven Video Summarization Based on Reinforcement Learning. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2019, 29(7): 2126-2137, http://dx.doi.org/10.1109/TCSVT.2018.2860797.
[17] Feng, Guanhua, Liu, Weifeng, Li, Shuying, Tao, Dapeng, Zhou, Yicong. Hessian-Regularized Multitask Dictionary Learning for Remote Sensing Image Recognition. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2019, 16(5): 821-825, [18] Liu, Weifeng, Ma, Xuegi, Zhou, Yicong, Tao, Dapeng, Cheng, Jun. p-Laplacian Regularization for Scene Recognition. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2019, 49(8): 2927-2940, https://www.webofscience.com/wos/woscc/full-record/WOS:000467561700009.
[19] Tao, Dapeng, Cheng, Jun, Yu, Zhengtao, Yue, Kun, Wang, Lizhen. Domain-Weighted Majority Voting for Crowdsourcing. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2019, 30(1): 163-174, http://dx.doi.org/10.1109/TNNLS.2018.2836969.
[20] Ma, Xueqi, Tao, Dapeng, Liu, Weifeng. Effective human action recognition by combining manifold regularization and pairwise constraints. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2019, 78(10): 13313-13329, https://www.webofscience.com/wos/woscc/full-record/WOS:000471654900032.
[21] Li, Huafeng, Xu, Jiajia, Zhu, Jinting, Tao, Dapeng, Yu, Zhengtao. Top distance regularized projection and dictionary learning for person re-identification. INFORMATION SCIENCES[J]. 2019, 502: 472-491, http://dx.doi.org/10.1016/j.ins.2019.06.046.
[22] Ma, Xueqi, Liu, Weifeng, Li, Shuying, Tao, Dapeng, Zhou, Yicong. Hypergraph p-Laplacian Regularization for Remotely Sensed Image Recognition. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2019, 57(3): 1585-1595, https://www.webofscience.com/wos/woscc/full-record/WOS:000460321300029.
[23] Yang, Zhao, Zhao, Yang, Hu, Xiao, Yin, Yi, Zhou, Lihua, Tao, Dapeng. A flexible vehicle surround view camera system by central-around coordinate mapping model. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2019, 78(9): 11983-12006, [24] Ma, Xueqi, Liu, Weifeng, Tao, Dapeng, Zhou, Yicong. Ensemble p-Laplacian Regularization for Scene Image Recognition. COGNITIVE COMPUTATION[J]. 2019, 11(6): 841-854, [25] Zhou, Lihua, Du, Guowang, Wang, Ruxin, Tao, Dapeng, Wang, Lizhen, Cheng, Jun, Wang, Jing. A tensor framework for geosensor data forecasting of significant societal events. PATTERN RECOGNITION[J]. 2019, 88: 27-37, http://dx.doi.org/10.1016/j.patcog.2018.10.021.
[26] Zhu Yuanxin, Yang Zhao, Wang Li, Zhao Sai, Hu Xiao, Tao Dapeng. Hetero-Center Loss for Cross-Modality Person Re-Identification. 2019, http://arxiv.org/abs/1910.09830.
[27] Li, Huafeng, He, Xiaoge, Tao, Dapeng, Tang, Yuanyan, Wang, Ruxin. Joint medical image fusion, denoising and enhancement via discriminative low-rank sparse dictionaries learning. PATTERN RECOGNITION[J]. 2018, 79: 130-146, http://dx.doi.org/10.1016/j.patcog.2018.02.005.
[28] Ji, Xiaopeng, Cheng, Jun, Feng, Wei, Tao, Dapeng. Skeleton embedded motion body partition for human action recognition using depth sequences. SIGNAL PROCESSING[J]. 2018, 143: 56-68, http://dx.doi.org/10.1016/j.sigpro.2017.08.016.
[29] Tao, Dapeng, Guo, Yanan, Li, Yaotang, Gao, Xinbo. Tensor Rank Preserving Discriminant Analysis for Facial Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2018, 27(1): 325-334, https://www.webofscience.com/wos/woscc/full-record/WOS:000414699100012.
[30] Liu, Weifeng, Yang, Xinghao, Tao, Dapeng, Cheng, Jun, Tang, Yuanyan. Multiview dimension reduction via Hessian multiset canonical correlations. INFORMATION FUSION[J]. 2018, 41: 119-128, http://ir.siat.ac.cn:8080/handle/172644/13566.
[31] Tao, Dapeng, Tao, Dacheng, Li, Xuelong, Gao, Xinbo. Large Sparse Cone Non-negative Matrix Factorization for Image Annotation. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2017, 8(3): http://www.irgrid.ac.cn/handle/1471x/1184830.
[32] Wang, Yinting, Wang, Zhenyang, Tao, Dapeng, Zhuo, Shaojie, Xu, Xianghua, Pu, Shiliang, Song, Mingli. AllFocus: Patch-Based Video Out-of-Focus Blur Reconstruction. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2017, 27(9): 1895-1908, https://www.webofscience.com/wos/woscc/full-record/WOS:000409531400006.
[33] Yang, Yanhua, Deng, Cheng, Gao, Shangqian, Liu, Wei, Tao, Dapeng, Gao, Xinbo. Discriminative Multi-instance Multitask Learning for 3D Action Recognition. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2017, 19(3): 519-529, https://www.webofscience.com/wos/woscc/full-record/WOS:000395869400008.
[34] Yang, Xinghao, Liu, Weifeng, Tao, Dapeng, Cheng, Jun. Canonical correlation analysis networks for two-view image recognition. INFORMATION SCIENCES[J]. 2017, 385: 338-352, http://dx.doi.org/10.1016/j.ins.2017.01.011.
[35] Tao, Dapeng, Cheng, Jun, Gao, Xinbo, Li, Xuelong, Deng, Cheng. Robust Sparse Coding for Mobile Image Labeling on the Cloud. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2017, 27(1): 62-72, http://ir.opt.ac.cn/handle/181661/28716.
[36] Guo, Yanan, Tao, Dapeng, Liu, Weifeng, Cheng, Jun. Multiview Cauchy Estimator Feature Embedding for Depth and Inertial Sensor-Based Human Action Recognition. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS[J]. 2017, 47(4): 617-627, https://www.webofscience.com/wos/woscc/full-record/WOS:000398966700004.
[37] Yang, Yanhua, Deng, Cheng, Tao, Dapeng, Zhang, Shaoting, Liu, Wei, Gao, Xinbo. Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2017, 47(2): 439-448, https://www.webofscience.com/wos/woscc/full-record/WOS:000395476200015.
[38] Liu, Weifeng, Liu, Hongli, Tao, Dapeng. Hessian regularization by patch alignment framework. NEUROCOMPUTING[J]. 2016, 204: 183-188, http://dx.doi.org/10.1016/j.neucom.2015.07.152.
[39] Tao, Dapeng, Cheng, Jun, Song, Mingli, Lin, Xu. Manifold Ranking-Based Matrix Factorization for Saliency Detection. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2016, 27(6): 1122-1134, https://www.webofscience.com/wos/woscc/full-record/WOS:000377113300002.
[40] Guo, Yanan, Tao, Dapeng, Cheng, Jun, Dougherty, Alan, Li, Yaotang, Yue, Kun, Zhang, Bob. Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2016, 18(10): 1977-1987, https://www.webofscience.com/wos/woscc/full-record/WOS:000384644800006.
[41] Tao, Dapeng, Jin, Lianwen, Yuan, Yuan, Xue, Yang. Ensemble Manifold Rank Preserving for Acceleration-Based Human Activity Recognition. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2016, 27(6): 1392-1404, http://ir.opt.ac.cn/handle/181661/28253.
[42] Tao Dapeng. Principal Component 2-Dimensional Long Short-Term Memory for Font Recognition on Single Chinese Characters. IEEE Transactions on Cybernetics. 2016, [43] Liu, Weifeng, Ma, Tengzhou, Tao, Dapeng, You, Jane. HSAE: A Hessian regularized sparse auto-encoders. NEUROCOMPUTING[J]. 2016, 187: 59-65, http://dx.doi.org/10.1016/j.neucom.2015.07.119.
[44] Yang, Xipeng, Cheng, Jun, Feng, Wei, Liang, Hong, Bai, Zhengyao, Tao, Dapeng. Cauchy estimator discriminant analysis for face recognition. NEUROCOMPUTING[J]. 2016, 199: 144-153, http://dx.doi.org/10.1016/j.neucom.2016.03.026.
[45] Tao, Dapeng, Guo, Yanan, Song, Mingli, Li, Yaotang, Yu, Zhengtao, Tang, Yuan Yan. Person Re-Identification by Dual-Regularized KISS Metric Learning. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2016, 25(6): 2726-2738, https://www.webofscience.com/wos/woscc/full-record/WOS:000375472600007.
[46] Tao, Dapeng, Wen, Yonggang, Hong, Richang. Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based Human Activity Recognition. IEEE INTERNET OF THINGS JOURNAL[J]. 2016, 3(6): 1124-1134, https://www.webofscience.com/wos/woscc/full-record/WOS:000393048500023.
[47] Tang, Binbin, Liu, Xiao, Lei, Jie, Song, Mingli, Tao, Dapeng, Sun, Shuifa, Dong, Fangmin. DeepChart: Combining deep convolutional networks and deep belief networks in chart classification. SIGNAL PROCESSING[J]. 2016, 124: 156-161, http://dx.doi.org/10.1016/j.sigpro.2015.09.027.
[48] Liu, W, Zhang, H, Tao, D, Wang, Y, Lu, K. Large-scale paralleled sparse principal component analysis. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2016, 75(3): 1481-1493, [49] Liu, Weifeng, Li, Yang, Tao, Dapeng, Wang, Yanjiang. A general framework for co-training and its applications. NEUROCOMPUTING[J]. 2015, 167: 112-121, http://dx.doi.org/10.1016/j.neucom.2015.04.087.
[50] Hong, Chaoqun, Yu, Jun, You, Jane, Chen, Xuhui, Tao, Dapeng. Multi-view ensemble manifold regularization for 3D object recognition. INFORMATION SCIENCES[J]. 2015, 320: 395-405, http://dx.doi.org/10.1016/j.ins.2015.03.032.
[51] Yu, Jun, Guo, Yukun, Tao, Dapeng, Wan, Jian. Human pose recovery by supervised spectral embedding. NEUROCOMPUTING[J]. 2015, 166: 301-308, http://dx.doi.org/10.1016/j.neucom.2015.04.005.
[52] Tao, Dapeng, Jin, Lianwen, Wang, Yongfei, Li, Xuelong. Person Reidentification by Minimum Classification Error-Based KISS Metric Learning. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2015, 45(2): 242-252, http://ir.opt.ac.cn/handle/181661/25514.
[53] Zhang, Jian, Tao, Dapeng, Bian, Xiangjuan, Zhan, Xiaosi. Monocular face reconstruction with global and local shape constraints. NEUROCOMPUTING[J]. 2015, 149: 1535-1543, http://dx.doi.org/10.1016/j.neucom.2014.08.039.
[54] Tao, Dapeng, Cheng, Jun, Lin, Xu, Yu, Jiang. Local structure preserving discriminative projections for RGB-D sensor-based scene classification. INFORMATION SCIENCES[J]. 2015, 320: 383-394, https://www.webofscience.com/wos/woscc/full-record/WOS:000359029900023.
[55] Tian, Yushuang, Meng, Xiaoli, Tao, Dapeng, Liu, Dongquan, Feng, Chen. Upper limb motion tracking with the integration of IMU and Kinect. NEUROCOMPUTING[J]. 2015, 159: 207-218, http://dx.doi.org/10.1016/j.neucom.2015.01.071.
[56] Liu, Weifeng, Liu, Hongli, Tao, Dapeng, Wang, Yanjiang, Lu, Ke. Multiview Hessian regularized logistic regression for action recognition. SIGNAL PROCESSING[J]. 2015, 110: 101-107, http://dx.doi.org/10.1016/j.sigpro.2014.08.002.
[57] Yu, Jun, Hong, Chaoqun, Tao, Dapeng, Wang, Meng. Semantic embedding for indoor scene recognition by weighted hypergraph learning. SIGNAL PROCESSING[J]. 2015, 112: 129-136, https://www.webofscience.com/wos/woscc/full-record/WOS:000351976400014.
[58] Tao, Dapeng, Jin, Lianwen, Wang, Yongfei, Li, Xuelong. Rank Preserving Discriminant Analysis for Human Behavior Recognition on Wireless Sensor Networks. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS[J]. 2014, 10(1): 813-823, http://www.irgrid.ac.cn/handle/1471x/950511.
[59] Yu, Jun, Tao, Dapeng, Li, Jonathan, Cheng, Jun. Semantic preserving distance metric learning and applications. INFORMATION SCIENCES[J]. 2014, 281: 674-686, http://dx.doi.org/10.1016/j.ins.2014.01.025.
[60] Tao, Dapeng, Jin, Lianwen, Zhang, Shuye, Yang, Zhao, Wang, Yongfei. Sparse Discriminative Information Preservation for Chinese character font categorization. NEUROCOMPUTING[J]. 2014, 129: 159-167, http://dx.doi.org/10.1016/j.neucom.2013.09.044.
[61] Li, Yusen, Yu, Jun, Tao, Dapeng. Genetic algorithm for spanning tree construction in P2P distributed interactive applications. NEUROCOMPUTING[J]. 2014, 140: 185-192, http://dx.doi.org/10.1016/j.neucom.2014.02.035.
[62] Tao, Dapeng, Liang, Lingyu, Jin, Lianwen, Gao, Yan. Similar handwritten Chinese character recognition by kernel discriminative locality alignment. PATTERN RECOGNITION LETTERS[J]. 2014, 35: 186-194, http://dx.doi.org/10.1016/j.patrec.2012.06.014.
[63] Tao, Dapeng, Jin, Lianwen, Liu, Weifeng, Li, Xuelong. Hessian Regularized Support Vector Machines for Mobile Image Annotation on the Cloud. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 15(4): 833-844, http://www.irgrid.ac.cn/handle/1471x/950556.
[64] Tao, Dapeng, Jin, Lianwen, Yang, Zhao, Li, Xuelong. Rank Preserving Sparse Learning for Kinect Based Scene Classification. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2013, 43(5): 1406-1417, http://ir.opt.ac.cn/handle/181661/24018.
[65] Wang, Yinting, Zhuo, Shaojie, Tao, Dapeng, Bu, Jiajun, Li, Na. Automatic local exposure correction using bright channel prior for under-exposed images. SIGNAL PROCESSING[J]. 2013, 93(11): 3227-3238, http://dx.doi.org/10.1016/j.sigpro.2013.04.025.
[66] Song, Mingli, Tao, Dapeng, Chen, Chun, Bu, Jiajun, Yang, Yezhou. Color-to-gray based on chance of happening preservation. NEUROCOMPUTING[J]. 2013, 119: 222-231, http://dx.doi.org/10.1016/j.neucom.2013.03.037.
[67] Tao, Dapeng, Jin, Lianwen, Wang, Yongfei, Yuan, Yuan, Li, Xuelong. Person Re-Identification by Regularized Smoothing KISS Metric Learning. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2013, 23(10): 1675-1685, http://ir.opt.ac.cn/handle/181661/23481.
[68] Tao, Dapeng, Jin, Lianwen. Discriminative information preservation for face recognition. NEUROCOMPUTING[J]. 2012, 91: 11-20, http://dx.doi.org/10.1016/j.neucom.2012.02.024.
[69] Liu, W., Liu, H., Tao, D., Wang, Y., Lu, K.. Manifold regularized kernel logistic regression for web image annotation. http://arxiv.org/abs/1312.6180.

科研活动

   
科研项目
( 1 ) 面向加速度传感器人体动作识别中的张量方法研究, 主持, 国家级, 2016-01--2019-12
( 2 ) 基于深度鉴别稀疏流形子空间学习网络的室内场景分类研究, 主持, 省级, 2016-10--2019-09
( 3 ) 基于半监督深度学习的图像标注关键技术研究, 主持, 省级, 2015-01--2018-01
( 4 ) 青年英才培育计划, 主持, 研究所(学校), 2016-01--2020-01
( 5 ) 基于子空间学习的图像标注关键技术研究, 主持, 研究所(学校), 2015-05--2018-05

招生方向

   
学科代码

081104-模式识别与智能系统 

081203-计算机应用技术

085211-计算机技术