Edit Profile (opens in new tab) Tao, Dacheng Compute Distance To: Compute Author ID: tao.dacheng Published as: Tao, Dacheng Documents Indexed: 167 Publications since 1983 1 Contribution as Editor Co-Authors: 276 Co-Authors with 165 Joint Publications 9,838 Co-Co-Authors all top 5 Co-Authors 0 single-authored 32 Li, Xuelong 24 Gao, Xinbo 12 Xu, Chang 10 Deng, Cheng 10 Liu, Tongliang 10 Xu, Chao 10 Yu, Jun 8 Du, Bo 8 Song, Mingli 7 Wang, Meng 7 Wang, Ruxin 6 Chen, Chun 6 Luo, Yong 6 Wang, Xinchao 6 You, Xinge 5 Bian, Wei 5 Bu, Jiajun 5 Liu, Xianglong 5 Maybank, Stephen John 5 Xu, Xiangmin 5 Zhang, Kaibing 4 Gong, Dihong 4 Li, Jie 4 Li, Jun 4 Li, Zhifeng 4 Liu, Qingshan 4 Liu, Wei 4 Lü, Wen 4 Zhang, Lefei 4 Zhang, Liangpei 4 Zhou, Tianyi 3 Ding, Changxing 3 Gong, Mingming 3 Jia, Kui 3 Qing, Chunmei 3 Qu, Yanyun 3 Rui, Yong 3 Wu, Xindong 3 Xiao, Bing 3 Xie, Yuan 3 Yang, Jie 3 Yang, Xiaokang 3 Zhang, Chao 2 An, Lingling 2 Cai, Bolun 2 Chen, Xinyuan 2 Chen, Zhe 2 Cheng, Jun 2 Deng, Chenwei 2 Deng, Jiankang 2 Gao, Yue 2 Geng, Bo 2 Gong, Chen 2 Guan, Naiyang 2 Gui, Jie 2 Hong, Richang 2 Hsieh, Min-Hsiu 2 Hu, Yanting 2 Ji, Rongrong 2 Lang, Bo 2 Li, Zhu 2 Liu, Juhua 2 Liu, Xiao 2 Luo, Zhigang 2 Ma, Kede 2 Miao, Jie 2 Qiao, Maoying 2 Qiu, Shuoyang 2 Ren, Wenqi 2 Shen, Fumin 2 Shen, Hengtao 2 Song, Dongjin 2 Sun, Yubao 2 Tang, Jinhui 2 Tang, Yuanyan 2 Tian, Dayong 2 Tian, Xinmei 2 Wang, Chaoyue 2 Wang, Zhou 2 Wen, Yonggang 2 Xu, Zhe 2 Yang, Xi 2 You, Jane 2 You, Shan 2 Yuan, Bo 2 Zhang, Luming 2 Zhang, Wensheng 2 Zhang, Ya 2 Zhao, Baojun 1 Aja-Fernández, Santiago 1 Bei, Xiaohui 1 Beom, Hyeon Gyu 1 Bilski, Jarosław 1 Chan, Kwok Ping 1 Chen, Gang 1 Chen, Haoyu 1 Chen, Hong 1 Chen, Ke 1 Chen, Zhaojia 1 Chen, Zhiya ...and 178 more Co-Authors all top 5 Serials 124 IEEE Transactions on Image Processing 8 Signal Processing 8 Pattern Recognition 4 Neural Computation 4 International Journal of Computer Vision 3 Information Sciences 2 IEEE Transactions on Information Theory 2 IEEE Transactions on Signal Processing 2 Data Mining and Knowledge Discovery 2 International Journal of Wavelets, Multiresolution and Information Processing 1 Acta Mechanica 1 Artificial Intelligence 1 Journal of Applied Mechanics 1 Machine Learning 1 International Journal of Computer Mathematics 1 PAA. Pattern Analysis and Applications 1 Journal of Machine Learning Research (JMLR) all top 5 Fields 129 Information and communication theory, circuits (94-XX) 50 Computer science (68-XX) 32 Statistics (62-XX) 8 Numerical analysis (65-XX) 4 Probability theory and stochastic processes (60-XX) 2 Combinatorics (05-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Geometry (51-XX) 2 Mechanics of deformable solids (74-XX) 2 Operations research, mathematical programming (90-XX) 1 General and overarching topics; collections (00-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 95 Publications have been cited 351 times in 271 Documents Cited by ▼ Year ▼ NeNMF: an optimal gradient method for nonnegative matrix factorization. Zbl 1391.65115Guan, Naiyang; Tao, Dacheng; Luo, Zhigang; Yuan, Bo 31 2012 Finite element analysis of dynamic coupled thermoelasticity problems with relaxation times. Zbl 0527.73010Prevost, J. H.; Tao, D. 31 1983 A survey of graph edit distance. Zbl 1422.68211Gao, Xinbo; Xiao, Bing; Tao, Dacheng; Li, Xuelong 20 2010 Adaptive hypergraph learning and its application in image classification. Zbl 1381.62216Yu, Jun; Tao, Dacheng; Wang, Meng 17 2012 Click prediction for web image reranking using multimodal sparse coding. Zbl 1374.94435Yu, Jun; Rui, Yong; Tao, Dacheng 17 2014 Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent. Zbl 1372.94098Guan, Naiyang; Tao, Dacheng; Luo, Zhigang; Yuan, Bo 12 2011 Manifold elastic net: a unified framework for sparse dimension reduction. Zbl 1235.62097Zhou, Tianyi; Tao, Dacheng; Wu, Xindong 11 2011 A local Tchebichef moments-based robust image watermarking. Zbl 1178.94018Deng, Cheng; Gao, Xinbo; Li, Xuelong; Tao, Dacheng 9 2009 Semisupervised multiview distance metric learning for cartoon synthesis. Zbl 1373.94472Yu, Jun; Wang, Meng; Tao, Dacheng 8 2012 Group sparse multiview patch alignment framework with view consistency for image classification. Zbl 1374.94128Gui, Jie; Tao, Dacheng; Sun, Zhenan; Luo, Yong; You, Xinge; Tang, Yuan Yan 8 2014 DehazeNet: an end-to-end system for single image haze removal. Zbl 1408.94060Cai, Bolun; Xu, Xiangmin; Jia, Kui; Qing, Chunmei; Tao, Dacheng 7 2016 A wavelet-based image quality assessment method. Zbl 1157.68491Lu, Wen; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 7 2008 KPCA for semantic object extraction in images. Zbl 1147.68682Li, Jing; Li, Xuelong; Tao, Dacheng 6 2008 A multi-frame image super-resolution method. Zbl 1177.94027Li, Xuelong; Hu, Yanting; Gao, Xinbo; Tao, Dacheng; Ning, Beijia 6 2010 DAML: domain adaptation metric learning. Zbl 1372.68222Geng, Bo; Tao, Dacheng; Xu, Chao 6 2011 Manifold regularized multitask learning for semi-supervised multilabel image classification. Zbl 1373.94269Luo, Yong; Tao, Dacheng; Geng, Bo; Xu, Chao; Maybank, Stephen J. 6 2013 Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Zbl 1293.68235Pan, Zhibin; You, Xinge; Chen, Hong; Tao, Dacheng; Pang, Baochuan 6 2013 Multimodal deep autoencoder for human pose recovery. Zbl 1408.94248Hong, Chaoqun; Yu, Jun; Wan, Jian; Tao, Dacheng; Wang, Meng 6 2015 Multi-modal curriculum learning for semi-supervised image classification. Zbl 1408.94206Gong, Chen; Tao, Dacheng; Maybank, Stephen J.; Liu, Wei; Kang, Guoliang; Yang, Jie 5 2016 Multiview Hessian regularization for image annotation. Zbl 1373.68436Liu, Weifeng; Tao, Dacheng 5 2013 Single image super-resolution with non-local means and steering kernel regression. Zbl 1373.94482Zhang, Kaibing; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 5 2012 Improving level set method for fast auroral oval segmentation. Zbl 1374.94429Yang, Xi; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 5 2014 Multiview matrix completion for multilabel image classification. Zbl 1408.94451Luo, Yong; Liu, Tongliang; Tao, Dacheng; Xu, Chao 5 2015 Tensors in image processing and computer vision. Zbl 1175.68002 4 2009 Image categorization: Graph edit distance \(+\) edge direction histogram. Zbl 1147.68797Gao, Xinbo; Xiao, Bing; Tao, Dacheng; Li, Xuelong 4 2008 Local deep-feature alignment for unsupervised dimension reduction. Zbl 1409.94749Zhang, Jian; Yu, Jun; Tao, Dacheng 4 2018 Local Rademacher complexity for multi-label learning. Zbl 1408.94734Xu, Chang; Liu, Tongliang; Tao, Dacheng; Xu, Chao 4 2016 Active reranking for web image search. Zbl 1371.68025Tian, Xinmei; Tao, Dacheng; Hua, Xian-Sheng; Wu, Xiuqing 4 2010 Image super-resolution with sparse neighbor embedding. Zbl 1373.94127Gao, Xinbo; Zhang, Kaibing; Tao, Dacheng; Li, Xuelong 4 2012 Multimodal graph-based reranking for web image search. Zbl 1373.68440Wang, Meng; Li, Hao; Tao, Dacheng; Lu, Ke; Wu, Xindong 4 2012 On preserving original variables in Bayesian PCA with application to image analysis. Zbl 1373.94232Li, Jun; Tao, Dacheng 4 2012 Multimodal biometrics using geometry preserving projections. Zbl 1132.68670Zhang, Tianhao; Li, Xuelong; Tao, Dacheng; Yang, Jie 4 2008 Reversibility improved lossless data hiding. Zbl 1178.94020Gao, Xinbo; An, Lingling; Li, Xuelong; Tao, Dacheng 3 2009 A new approach for face recognition by sketches in photos. Zbl 1178.94033Xiao, Bing; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 3 2009 Elastic net hypergraph learning for image clustering and semi-supervised classification. Zbl 1409.94387Liu, Qingshan; Sun, Yubao; Wang, Cantian; Liu, Tongliang; Tao, Dacheng 3 2017 Evolutionary cross-domain discriminative Hessian eigenmaps. Zbl 1371.68240Si, Si; Tao, Dacheng; Chan, Kwok-Ping 3 2010 Zernike-moment-based image super resolution. Zbl 1372.94087Gao, Xinbo; Wang, Qian; Li, Xuelong; Tao, Dacheng; Zhang, Kaibing 3 2011 Semantic-gap-oriented active learning for multilabel image annotation. Zbl 1373.68419Tang, Jinhui; Zha, Zheng-Jun; Tao, Dacheng; Chua, Tat-Seng 3 2012 Robust reversible watermarking via clustering and enhanced pixel-wise masking. Zbl 1373.94023An, Lingling; Gao, Xinbo; Li, Xuelong; Tao, Dacheng; Deng, Cheng; Li, Jie 3 2012 A natural image quality evaluation metric. Zbl 1157.94308Li, Xuelong; Tao, Dacheng; Gao, Xinbo; Lu, Wen 3 2009 Pairwise constraints based multiview features fusion for scene classification. Zbl 1251.68194Yu, Jun; Tao, Dacheng; Rui, Yong; Cheng, Jun 3 2013 Transfer latent variable model based on divergence analysis. Zbl 1218.68122Gao, Xinbo; Wang, Xiumei; Li, Xuelong; Tao, Dacheng 3 2011 Dictionary pair learning on Grassmann manifolds for image denoising. Zbl 1408.94790Zeng, Xianhua; Bian, Wei; Liu, Wei; Shen, Jialie; Tao, Dacheng 3 2015 LSV-based tail inequalities for sums of random matrices. Zbl 1478.15052Zhang, Chao; Du, Lei; Tao, Dacheng 2 2017 Unsupervised semantic-preserving adversarial hashing for image search. Zbl 07122960Deng, Cheng; Yang, Erkun; Liu, Tongliang; Li, Jie; Liu, Wei; Tao, Dacheng 2 2019 Robust and discriminative labeling for multi-label active learning based on maximum correntropy criterion. Zbl 1409.94133Du, Bo; Wang, Zengmao; Zhang, Lefei; Zhang, Liangpei; Tao, Dacheng 2 2017 Perceptual adversarial networks for image-to-image transformation. Zbl 1409.94602Wang, Chaoyue; Xu, Chang; Wang, Chaohui; Tao, Dacheng 2 2018 Large margin multi-modal multi-task feature extraction for image classification. Zbl 1408.94452Luo, Yong; Wen, Yonggang; Tao, Dacheng; Gui, Jie; Xu, Chao 2 2016 Connected component model for multi-object tracking. Zbl 1408.94243He, Zhenyu; Li, Xin; You, Xinge; Tao, Dacheng; Tang, Yuan Yan 2 2016 Kernel learning for dynamic texture synthesis. Zbl 1408.94778You, Xinge; Guo, Weigang; Yu, Shujian; Li, Kan; Príncipe, José C.; Tao, Dacheng 2 2016 Removing turbulence effect via hybrid total variation and deformation-guided kernel regression. Zbl 1408.94732Xie, Yuan; Zhang, Wensheng; Tao, Dacheng; Hu, Wenrui; Qu, Yanyun; Wang, Hanzi 2 2016 Image quality assessment based on multiscale geometric analysis. Zbl 1371.94136Gao, Xinbo; Lu, Wen; Tao, Dacheng; Li, Xuelong 2 2009 Complex object correspondence construction in two-dimensional animation. Zbl 1372.94293Yu, Jun; Liu, Dongquan; Tao, Dacheng; Seah, Hock Soon 2 2011 Probabilistic exposure fusion. Zbl 1372.94235Song, Mingli; Tao, Dacheng; Chen, Chun; Bu, Jiajun; Luo, Jiebo; Zhang, Chengqi 2 2012 Joint learning for single-image super-resolution via a coupled constraint. Zbl 1372.94088Gao, Xinbo; Zhang, Kaibing; Tao, Dacheng; Li, Xuelong 2 2012 Grassmannian regularized structured multi-view embedding for image classification. Zbl 1373.94435Wang, Xinchao; Bian, Wei; Tao, Dacheng 2 2013 Three-dimensional face reconstruction from a single image by a coupled RBF network. Zbl 1373.94380Song, Mingli; Tao, Dacheng; Huang, Xiaoqin; Chen, Chun; Bu, Jiajun 2 2012 3-D object retrieval and recognition with hypergraph analysis. Zbl 1373.94131Gao, Yue; Wang, Meng; Tao, Dacheng; Ji, Rongrong; Dai, Qionghai 2 2012 Local discriminative distance metrics ensemble learning. Zbl 1316.68118Mu, Yang; Ding, Wei; Tao, Dacheng 2 2013 Entropy controlled Laplacian regularization for least square regression. Zbl 1197.94139Wang, Xinchao; Tao, Dacheng; Li, Zhu 2 2010 Local histogram based geometric invariant image watermarking. Zbl 1197.94042Deng, Cheng; Gao, Xinbo; Li, Xuelong; Tao, Dacheng 2 2010 An efficient MRF embedded level set method for image segmentation. Zbl 1408.94762Yang, Xi; Gao, Xinbo; Tao, Dacheng; Li, Xuelong; Li, Jie 2 2015 Learning multiple linear mappings for efficient single image super-resolution. Zbl 1408.94801Zhang, Kaibing; Tao, Dacheng; Gao, Xinbo; Li, Xuelong; Xiong, Zenggang 2 2015 Multi-view learning with incomplete views. Zbl 1408.94735Xu, Chang; Tao, Dacheng; Xu, Chao 2 2015 Risk bounds of learning processes for Lévy processes. Zbl 1320.62161Zhang, Chao; Tao, Dacheng 2 2013 Per-round knapsack-constrained linear submodular bandits. Zbl 1474.68331Yu, Baosheng; Fang, Meng; Tao, Dacheng 1 2016 Correntropy-induced robust low-rank hypergraph. Zbl 07122865Jin, Taisong; Ji, Rongrong; Gao, Yue; Sun, Xiaoshuai; Zhao, Xibin; Tao, Dacheng 1 2019 dipIQ: blind image quality assessment by learning-to-rank discriminable image pairs. Zbl 1409.94434Ma, Kede; Liu, Wentao; Liu, Tongliang; Wang, Zhou; Tao, Dacheng 1 2017 Distributed adaptive binary quantization for fast nearest neighbor search. Zbl 1409.94394Liu, Xianglong; Li, Zhujin; Deng, Cheng; Tao, Dacheng 1 2017 Person re-identification with metric learning using privileged information. Zbl 1409.94707Yang, Xun; Wang, Meng; Tao, Dacheng 1 2018 Cost-sensitive feature selection by optimizing F-measures. Zbl 1409.94380Liu, Meng; Xu, Chang; Luo, Yong; Xu, Chao; Wen, Yonggang; Tao, Dacheng 1 2018 Triplet-based deep hashing network for cross-modal retrieval. Zbl 1409.94109Deng, Cheng; Chen, Zhaojia; Liu, Xianglong; Gao, Xinbo; Tao, Dacheng 1 2018 Deep blur mapping: exploiting high-level semantics by deep neural networks. Zbl 1409.94432Ma, Kede; Fu, Huan; Liu, Tongliang; Wang, Zhou; Tao, Dacheng 1 2018 Benchmarking single-image dehazing and beyond. Zbl 1409.94337Li, Boyi; Ren, Wenqi; Fu, Dengpan; Tao, Dacheng; Feng, Dan; Zeng, Wenjun; Wang, Zhangyang 1 2019 Gated-GAN: adversarial gated networks for multi-collection style transfer. Zbl 1409.94076Chen, Xinyuan; Xu, Chang; Yang, Xiaokang; Song, Li; Tao, Dacheng 1 2019 Query-adaptive reciprocal hash tables for nearest neighbor search. Zbl 1408.94405Liu, Xianglong; Deng, Cheng; Lang, Bo; Tao, Dacheng; Li, Xuelong 1 2016 Non-local auto-encoder with collaborative stabilization for image restoration. Zbl 1408.94685Wang, Ruxin; Tao, Dacheng 1 2016 Correlated logistic model with elastic net regularization for multilabel image classification. Zbl 1408.94381Li, Qiang; Xie, Bo; You, Jane; Bian, Wei; Tao, Dacheng 1 2016 SERF: A simple, effective, robust, and fast image super-resolver from cascaded linear regression. Zbl 1408.94272Hu, Yanting; Wang, Nannan; Tao, Dacheng; Gao, Xinbo; Li, Xuelong 1 2016 Robust learning with imperfect privileged information. Zbl 1432.68393Li, Xue; Du, Bo; Xu, Chang; Zhang, Yipeng; Zhang, Lefei; Tao, Dacheng 1 2020 Biologically inspired feature manifold for scene classification. Zbl 1371.68285Song, Dongjin; Tao, Dacheng 1 2010 Biased discriminant Euclidean embedding for content-based image retrieval. Zbl 1371.94054Bian, Wei; Tao, Dacheng 1 2010 Subspaces indexing model on Grassmann manifold for image search. Zbl 1372.94264Wang, Xinchao; Li, Zhu; Tao, Dacheng 1 2011 Double shrinking sparse dimension reduction. Zbl 1373.94501Zhou, Tianyi; Tao, Dacheng 1 2013 Decomposition-based transfer distance metric learning for image classification. Zbl 1374.94243Luo, Yong; Liu, Tongliang; Tao, Dacheng; Xu, Chao 1 2014 Dayside aurora classification via BIFs-based sparse representation using manifold learning. Zbl 1307.62163Han, Bing; Zhao, Xiaojing; Tao, Dacheng; Li, Xuelong; Hu, Zejun; Hu, Hongqiao 1 2014 A novel metric based on MCA for image quality. Zbl 1241.94010He, Lihuo; Lu, Wen; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 1 2011 Compressed labeling on distilled labelsets for multi-label learning. Zbl 1243.68259Zhou, Tianyi; Tao, Dacheng; Wu, Xindong 1 2012 Random forest construction with robust semisupervised node splitting. Zbl 1408.68140Liu, Xiao; Song, Mingli; Tao, Dacheng; Liu, Zicheng; Zhang, Luming; Chen, Chun; Bu, Jiajun 1 2015 DERF: distinctive efficient robust features from the biological modeling of the P ganglion cells. Zbl 1408.94708Weng, Dawei; Wang, Yunhong; Gong, Mingming; Tao, Dacheng; Wei, Hui; Huang, Di 1 2015 Single image superresolution via directional group sparsity and directional features. Zbl 1408.94419Li, Xiaoyan; He, Hongjie; Wang, Ruxin; Tao, Dacheng 1 2015 Tracking human pose using max-margin Markov models. Zbl 1408.94902Zhao, Lin; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 1 2015 An underwater image enhancement benchmark dataset and beyond. Zbl 07586182Li, Chongyi; Guo, Chunle; Ren, Wenqi; Cong, Runmin; Hou, Junhui; Kwong, Sam; Tao, Dacheng 1 2020 Progressive cross-modal semantic network for zero-shot sketch-based image retrieval. Zbl 07586519Deng, Cheng; Xu, Xinxun; Wang, Hao; Yang, Muli; Tao, Dacheng 1 2020 On unifying multi-view self-representations for clustering by tensor multi-rank minimization. Zbl 1458.68257Xie, Yuan; Tao, Dacheng; Zhang, Wensheng; Liu, Yan; Zhang, Lei; Qu, Yanyun 1 2018 Robust learning with imperfect privileged information. Zbl 1432.68393Li, Xue; Du, Bo; Xu, Chang; Zhang, Yipeng; Zhang, Lefei; Tao, Dacheng 1 2020 An underwater image enhancement benchmark dataset and beyond. Zbl 07586182Li, Chongyi; Guo, Chunle; Ren, Wenqi; Cong, Runmin; Hou, Junhui; Kwong, Sam; Tao, Dacheng 1 2020 Progressive cross-modal semantic network for zero-shot sketch-based image retrieval. Zbl 07586519Deng, Cheng; Xu, Xinxun; Wang, Hao; Yang, Muli; Tao, Dacheng 1 2020 Unsupervised semantic-preserving adversarial hashing for image search. Zbl 07122960Deng, Cheng; Yang, Erkun; Liu, Tongliang; Li, Jie; Liu, Wei; Tao, Dacheng 2 2019 Correntropy-induced robust low-rank hypergraph. Zbl 07122865Jin, Taisong; Ji, Rongrong; Gao, Yue; Sun, Xiaoshuai; Zhao, Xibin; Tao, Dacheng 1 2019 Benchmarking single-image dehazing and beyond. Zbl 1409.94337Li, Boyi; Ren, Wenqi; Fu, Dengpan; Tao, Dacheng; Feng, Dan; Zeng, Wenjun; Wang, Zhangyang 1 2019 Gated-GAN: adversarial gated networks for multi-collection style transfer. Zbl 1409.94076Chen, Xinyuan; Xu, Chang; Yang, Xiaokang; Song, Li; Tao, Dacheng 1 2019 Local deep-feature alignment for unsupervised dimension reduction. Zbl 1409.94749Zhang, Jian; Yu, Jun; Tao, Dacheng 4 2018 Perceptual adversarial networks for image-to-image transformation. Zbl 1409.94602Wang, Chaoyue; Xu, Chang; Wang, Chaohui; Tao, Dacheng 2 2018 Person re-identification with metric learning using privileged information. Zbl 1409.94707Yang, Xun; Wang, Meng; Tao, Dacheng 1 2018 Cost-sensitive feature selection by optimizing F-measures. Zbl 1409.94380Liu, Meng; Xu, Chang; Luo, Yong; Xu, Chao; Wen, Yonggang; Tao, Dacheng 1 2018 Triplet-based deep hashing network for cross-modal retrieval. Zbl 1409.94109Deng, Cheng; Chen, Zhaojia; Liu, Xianglong; Gao, Xinbo; Tao, Dacheng 1 2018 Deep blur mapping: exploiting high-level semantics by deep neural networks. Zbl 1409.94432Ma, Kede; Fu, Huan; Liu, Tongliang; Wang, Zhou; Tao, Dacheng 1 2018 On unifying multi-view self-representations for clustering by tensor multi-rank minimization. Zbl 1458.68257Xie, Yuan; Tao, Dacheng; Zhang, Wensheng; Liu, Yan; Zhang, Lei; Qu, Yanyun 1 2018 Elastic net hypergraph learning for image clustering and semi-supervised classification. Zbl 1409.94387Liu, Qingshan; Sun, Yubao; Wang, Cantian; Liu, Tongliang; Tao, Dacheng 3 2017 LSV-based tail inequalities for sums of random matrices. Zbl 1478.15052Zhang, Chao; Du, Lei; Tao, Dacheng 2 2017 Robust and discriminative labeling for multi-label active learning based on maximum correntropy criterion. Zbl 1409.94133Du, Bo; Wang, Zengmao; Zhang, Lefei; Zhang, Liangpei; Tao, Dacheng 2 2017 dipIQ: blind image quality assessment by learning-to-rank discriminable image pairs. Zbl 1409.94434Ma, Kede; Liu, Wentao; Liu, Tongliang; Wang, Zhou; Tao, Dacheng 1 2017 Distributed adaptive binary quantization for fast nearest neighbor search. Zbl 1409.94394Liu, Xianglong; Li, Zhujin; Deng, Cheng; Tao, Dacheng 1 2017 DehazeNet: an end-to-end system for single image haze removal. Zbl 1408.94060Cai, Bolun; Xu, Xiangmin; Jia, Kui; Qing, Chunmei; Tao, Dacheng 7 2016 Multi-modal curriculum learning for semi-supervised image classification. Zbl 1408.94206Gong, Chen; Tao, Dacheng; Maybank, Stephen J.; Liu, Wei; Kang, Guoliang; Yang, Jie 5 2016 Local Rademacher complexity for multi-label learning. Zbl 1408.94734Xu, Chang; Liu, Tongliang; Tao, Dacheng; Xu, Chao 4 2016 Large margin multi-modal multi-task feature extraction for image classification. Zbl 1408.94452Luo, Yong; Wen, Yonggang; Tao, Dacheng; Gui, Jie; Xu, Chao 2 2016 Connected component model for multi-object tracking. Zbl 1408.94243He, Zhenyu; Li, Xin; You, Xinge; Tao, Dacheng; Tang, Yuan Yan 2 2016 Kernel learning for dynamic texture synthesis. Zbl 1408.94778You, Xinge; Guo, Weigang; Yu, Shujian; Li, Kan; Príncipe, José C.; Tao, Dacheng 2 2016 Removing turbulence effect via hybrid total variation and deformation-guided kernel regression. Zbl 1408.94732Xie, Yuan; Zhang, Wensheng; Tao, Dacheng; Hu, Wenrui; Qu, Yanyun; Wang, Hanzi 2 2016 Per-round knapsack-constrained linear submodular bandits. Zbl 1474.68331Yu, Baosheng; Fang, Meng; Tao, Dacheng 1 2016 Query-adaptive reciprocal hash tables for nearest neighbor search. Zbl 1408.94405Liu, Xianglong; Deng, Cheng; Lang, Bo; Tao, Dacheng; Li, Xuelong 1 2016 Non-local auto-encoder with collaborative stabilization for image restoration. Zbl 1408.94685Wang, Ruxin; Tao, Dacheng 1 2016 Correlated logistic model with elastic net regularization for multilabel image classification. Zbl 1408.94381Li, Qiang; Xie, Bo; You, Jane; Bian, Wei; Tao, Dacheng 1 2016 SERF: A simple, effective, robust, and fast image super-resolver from cascaded linear regression. Zbl 1408.94272Hu, Yanting; Wang, Nannan; Tao, Dacheng; Gao, Xinbo; Li, Xuelong 1 2016 Multimodal deep autoencoder for human pose recovery. Zbl 1408.94248Hong, Chaoqun; Yu, Jun; Wan, Jian; Tao, Dacheng; Wang, Meng 6 2015 Multiview matrix completion for multilabel image classification. Zbl 1408.94451Luo, Yong; Liu, Tongliang; Tao, Dacheng; Xu, Chao 5 2015 Dictionary pair learning on Grassmann manifolds for image denoising. Zbl 1408.94790Zeng, Xianhua; Bian, Wei; Liu, Wei; Shen, Jialie; Tao, Dacheng 3 2015 An efficient MRF embedded level set method for image segmentation. Zbl 1408.94762Yang, Xi; Gao, Xinbo; Tao, Dacheng; Li, Xuelong; Li, Jie 2 2015 Learning multiple linear mappings for efficient single image super-resolution. Zbl 1408.94801Zhang, Kaibing; Tao, Dacheng; Gao, Xinbo; Li, Xuelong; Xiong, Zenggang 2 2015 Multi-view learning with incomplete views. Zbl 1408.94735Xu, Chang; Tao, Dacheng; Xu, Chao 2 2015 Random forest construction with robust semisupervised node splitting. Zbl 1408.68140Liu, Xiao; Song, Mingli; Tao, Dacheng; Liu, Zicheng; Zhang, Luming; Chen, Chun; Bu, Jiajun 1 2015 DERF: distinctive efficient robust features from the biological modeling of the P ganglion cells. Zbl 1408.94708Weng, Dawei; Wang, Yunhong; Gong, Mingming; Tao, Dacheng; Wei, Hui; Huang, Di 1 2015 Single image superresolution via directional group sparsity and directional features. Zbl 1408.94419Li, Xiaoyan; He, Hongjie; Wang, Ruxin; Tao, Dacheng 1 2015 Tracking human pose using max-margin Markov models. Zbl 1408.94902Zhao, Lin; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 1 2015 Click prediction for web image reranking using multimodal sparse coding. Zbl 1374.94435Yu, Jun; Rui, Yong; Tao, Dacheng 17 2014 Group sparse multiview patch alignment framework with view consistency for image classification. Zbl 1374.94128Gui, Jie; Tao, Dacheng; Sun, Zhenan; Luo, Yong; You, Xinge; Tang, Yuan Yan 8 2014 Improving level set method for fast auroral oval segmentation. Zbl 1374.94429Yang, Xi; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 5 2014 Decomposition-based transfer distance metric learning for image classification. Zbl 1374.94243Luo, Yong; Liu, Tongliang; Tao, Dacheng; Xu, Chao 1 2014 Dayside aurora classification via BIFs-based sparse representation using manifold learning. Zbl 1307.62163Han, Bing; Zhao, Xiaojing; Tao, Dacheng; Li, Xuelong; Hu, Zejun; Hu, Hongqiao 1 2014 Manifold regularized multitask learning for semi-supervised multilabel image classification. Zbl 1373.94269Luo, Yong; Tao, Dacheng; Geng, Bo; Xu, Chao; Maybank, Stephen J. 6 2013 Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Zbl 1293.68235Pan, Zhibin; You, Xinge; Chen, Hong; Tao, Dacheng; Pang, Baochuan 6 2013 Multiview Hessian regularization for image annotation. Zbl 1373.68436Liu, Weifeng; Tao, Dacheng 5 2013 Pairwise constraints based multiview features fusion for scene classification. Zbl 1251.68194Yu, Jun; Tao, Dacheng; Rui, Yong; Cheng, Jun 3 2013 Grassmannian regularized structured multi-view embedding for image classification. Zbl 1373.94435Wang, Xinchao; Bian, Wei; Tao, Dacheng 2 2013 Local discriminative distance metrics ensemble learning. Zbl 1316.68118Mu, Yang; Ding, Wei; Tao, Dacheng 2 2013 Risk bounds of learning processes for Lévy processes. Zbl 1320.62161Zhang, Chao; Tao, Dacheng 2 2013 Double shrinking sparse dimension reduction. Zbl 1373.94501Zhou, Tianyi; Tao, Dacheng 1 2013 NeNMF: an optimal gradient method for nonnegative matrix factorization. Zbl 1391.65115Guan, Naiyang; Tao, Dacheng; Luo, Zhigang; Yuan, Bo 31 2012 Adaptive hypergraph learning and its application in image classification. Zbl 1381.62216Yu, Jun; Tao, Dacheng; Wang, Meng 17 2012 Semisupervised multiview distance metric learning for cartoon synthesis. Zbl 1373.94472Yu, Jun; Wang, Meng; Tao, Dacheng 8 2012 Single image super-resolution with non-local means and steering kernel regression. Zbl 1373.94482Zhang, Kaibing; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 5 2012 Image super-resolution with sparse neighbor embedding. Zbl 1373.94127Gao, Xinbo; Zhang, Kaibing; Tao, Dacheng; Li, Xuelong 4 2012 Multimodal graph-based reranking for web image search. Zbl 1373.68440Wang, Meng; Li, Hao; Tao, Dacheng; Lu, Ke; Wu, Xindong 4 2012 On preserving original variables in Bayesian PCA with application to image analysis. Zbl 1373.94232Li, Jun; Tao, Dacheng 4 2012 Semantic-gap-oriented active learning for multilabel image annotation. Zbl 1373.68419Tang, Jinhui; Zha, Zheng-Jun; Tao, Dacheng; Chua, Tat-Seng 3 2012 Robust reversible watermarking via clustering and enhanced pixel-wise masking. Zbl 1373.94023An, Lingling; Gao, Xinbo; Li, Xuelong; Tao, Dacheng; Deng, Cheng; Li, Jie 3 2012 Probabilistic exposure fusion. Zbl 1372.94235Song, Mingli; Tao, Dacheng; Chen, Chun; Bu, Jiajun; Luo, Jiebo; Zhang, Chengqi 2 2012 Joint learning for single-image super-resolution via a coupled constraint. Zbl 1372.94088Gao, Xinbo; Zhang, Kaibing; Tao, Dacheng; Li, Xuelong 2 2012 Three-dimensional face reconstruction from a single image by a coupled RBF network. Zbl 1373.94380Song, Mingli; Tao, Dacheng; Huang, Xiaoqin; Chen, Chun; Bu, Jiajun 2 2012 3-D object retrieval and recognition with hypergraph analysis. Zbl 1373.94131Gao, Yue; Wang, Meng; Tao, Dacheng; Ji, Rongrong; Dai, Qionghai 2 2012 Compressed labeling on distilled labelsets for multi-label learning. Zbl 1243.68259Zhou, Tianyi; Tao, Dacheng; Wu, Xindong 1 2012 Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent. Zbl 1372.94098Guan, Naiyang; Tao, Dacheng; Luo, Zhigang; Yuan, Bo 12 2011 Manifold elastic net: a unified framework for sparse dimension reduction. Zbl 1235.62097Zhou, Tianyi; Tao, Dacheng; Wu, Xindong 11 2011 DAML: domain adaptation metric learning. Zbl 1372.68222Geng, Bo; Tao, Dacheng; Xu, Chao 6 2011 Zernike-moment-based image super resolution. Zbl 1372.94087Gao, Xinbo; Wang, Qian; Li, Xuelong; Tao, Dacheng; Zhang, Kaibing 3 2011 Transfer latent variable model based on divergence analysis. Zbl 1218.68122Gao, Xinbo; Wang, Xiumei; Li, Xuelong; Tao, Dacheng 3 2011 Complex object correspondence construction in two-dimensional animation. Zbl 1372.94293Yu, Jun; Liu, Dongquan; Tao, Dacheng; Seah, Hock Soon 2 2011 Subspaces indexing model on Grassmann manifold for image search. Zbl 1372.94264Wang, Xinchao; Li, Zhu; Tao, Dacheng 1 2011 A novel metric based on MCA for image quality. Zbl 1241.94010He, Lihuo; Lu, Wen; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 1 2011 A survey of graph edit distance. Zbl 1422.68211Gao, Xinbo; Xiao, Bing; Tao, Dacheng; Li, Xuelong 20 2010 A multi-frame image super-resolution method. Zbl 1177.94027Li, Xuelong; Hu, Yanting; Gao, Xinbo; Tao, Dacheng; Ning, Beijia 6 2010 Active reranking for web image search. Zbl 1371.68025Tian, Xinmei; Tao, Dacheng; Hua, Xian-Sheng; Wu, Xiuqing 4 2010 Evolutionary cross-domain discriminative Hessian eigenmaps. Zbl 1371.68240Si, Si; Tao, Dacheng; Chan, Kwok-Ping 3 2010 Entropy controlled Laplacian regularization for least square regression. Zbl 1197.94139Wang, Xinchao; Tao, Dacheng; Li, Zhu 2 2010 Local histogram based geometric invariant image watermarking. Zbl 1197.94042Deng, Cheng; Gao, Xinbo; Li, Xuelong; Tao, Dacheng 2 2010 Biologically inspired feature manifold for scene classification. Zbl 1371.68285Song, Dongjin; Tao, Dacheng 1 2010 Biased discriminant Euclidean embedding for content-based image retrieval. Zbl 1371.94054Bian, Wei; Tao, Dacheng 1 2010 A local Tchebichef moments-based robust image watermarking. Zbl 1178.94018Deng, Cheng; Gao, Xinbo; Li, Xuelong; Tao, Dacheng 9 2009 Tensors in image processing and computer vision. Zbl 1175.68002 4 2009 Reversibility improved lossless data hiding. Zbl 1178.94020Gao, Xinbo; An, Lingling; Li, Xuelong; Tao, Dacheng 3 2009 A new approach for face recognition by sketches in photos. Zbl 1178.94033Xiao, Bing; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 3 2009 A natural image quality evaluation metric. Zbl 1157.94308Li, Xuelong; Tao, Dacheng; Gao, Xinbo; Lu, Wen 3 2009 Image quality assessment based on multiscale geometric analysis. Zbl 1371.94136Gao, Xinbo; Lu, Wen; Tao, Dacheng; Li, Xuelong 2 2009 A wavelet-based image quality assessment method. Zbl 1157.68491Lu, Wen; Gao, Xinbo; Tao, Dacheng; Li, Xuelong 7 2008 KPCA for semantic object extraction in images. Zbl 1147.68682Li, Jing; Li, Xuelong; Tao, Dacheng 6 2008 Image categorization: Graph edit distance \(+\) edge direction histogram. Zbl 1147.68797Gao, Xinbo; Xiao, Bing; Tao, Dacheng; Li, Xuelong 4 2008 Multimodal biometrics using geometry preserving projections. Zbl 1132.68670Zhang, Tianhao; Li, Xuelong; Tao, Dacheng; Yang, Jie 4 2008 Finite element analysis of dynamic coupled thermoelasticity problems with relaxation times. Zbl 0527.73010Prevost, J. H.; Tao, D. 31 1983 all cited Publications top 5 cited Publications all top 5 Cited by 798 Authors 15 Tao, Dacheng 9 Li, Xuelong 5 Gao, Xinbo 5 Tang, Yuanyan 4 Hakim, Abdelilah 4 Laghrib, Amine 4 Yu, Jun 3 Huang, Ting-Zhu 3 Jiao, Licheng 3 Jin, Taisong 3 Sun, Huaijiang 3 Yu, Zhengtao 3 Zhang, Chao 3 Zhou, Yicong 2 Cai, Jia 2 Chen, Bo 2 Chen, Wensheng 2 Chen, Xilin 2 Chow, Tommy W. S. 2 Chow, Yat Tin 2 Cui, Qiongjie 2 Dai, Ling-Yun 2 Deng, Liangjian 2 Deng, Naiyang 2 Fang, Bin 2 Gao, Xianjie 2 Gillis, Nicolas 2 Guo, Qiang 2 Hadri, Aissam 2 He, Fangchao 2 He, Lihuo 2 Hou, Mi-Xiao 2 Huang, Yakui 2 Ji, Rongrong 2 Lai, Loi Lei 2 Lai, Yu Hin 2 Lau, Chun Pong 2 Li, Cuihua 2 Li, Peng 2 Liu, Hongwei 2 Liu, Jinxing 2 Liu, Liming 2 Liu, Zhigui 2 Livi, Lorenzo 2 Lü, Wen 2 Lui, Lok Ming 2 Luo, ZiYan 2 Ma, Jianghong 2 Ma, Zhengming 2 Ng, Michael Kwok-Po 2 Nie, Liqiang 2 Pan, Binbin 2 Pang, Yanwei 2 Qi, Liqun 2 Ren, Zhenwen 2 Rizzi, Antonello 2 Shan, Shiguang 2 Shang, Fanhua 2 Shao, Ling 2 Shao, Yuanhai 2 Sun, Quansen 2 Sun, Xiaoshuai 2 Takahashi, Norikazu 2 Tao, Jianwen 2 Wang, Zhe 2 Wolf, Petra 2 Xu, Chang 2 You, Jane 2 You, Xinge 2 Yuan, Haoliang 2 Yuan, Yuan 2 Zhang, Caiming 2 Zhang, Hongwei 2 Zhang, Xiaoqian 1 Acharya, Mithun P. 1 Achcar, Jorge Alberto 1 Aflalo, Yonathan 1 Agarwal, Tripti 1 Ahmed, Imtiaz 1 Aimmanee, P. 1 Aitbella, Fatimzehrae 1 Akgüller, Ömer 1 Allard, Jun 1 Almeida, Jurandy 1 Alquier, Pierre 1 Amin, Benish 1 Ang, Andersen Man Shun 1 Atmaca, Sibel Paşalı 1 Bai, Lan 1 Bai, Yanqin 1 Bala, Jeevan 1 Balcı, Mehmet Ali 1 Bao, Feng 1 Bao, Long 1 Bardera, Anton 1 Belcher, Craig 1 Ben, Chi 1 Benois-Pineau, Jenny 1 Bensmail, Halima 1 Bhattacharya, Ujjwal ...and 698 more Authors all top 5 Cited in 83 Serials 43 Information Sciences 24 Pattern Recognition 16 Neural Networks 14 International Journal of Wavelets, Multiresolution and Information Processing 13 Mathematical Problems in Engineering 11 Signal Processing 9 PAA. Pattern Analysis and Applications 8 Neural Computation 7 Machine Learning 7 International Journal of Computer Vision 6 International Journal of Computer Mathematics 6 Journal of Mathematical Imaging and Vision 4 Multidimensional Systems and Signal Processing 4 SIAM Journal on Scientific Computing 4 SIAM Journal on Imaging Sciences 3 Complexity 3 Soft Computing 3 Data Mining and Knowledge Discovery 2 Computers & Mathematics with Applications 2 Information Processing Letters 2 Journal of the Franklin Institute 2 Applied Mathematics and Computation 2 Journal of Scientific Computing 2 Journal of Global Optimization 2 Computational Statistics and Data Analysis 2 International Journal of Applied Mathematics and Computer Science 2 Journal of Applied Mathematics 2 Analysis and Applications (Singapore) 2 Computational Visual Media 1 Acta Informatica 1 Artificial Intelligence 1 Discrete Applied Mathematics 1 Inverse Problems 1 Journal of Mathematical Biology 1 Bulletin of Mathematical Biology 1 Chaos, Solitons and Fractals 1 Automatica 1 BIT 1 Journal of Approximation Theory 1 Mathematics and Computers in Simulation 1 Monatshefte für Mathematik 1 Theoretical Computer Science 1 Circuits, Systems, and Signal Processing 1 Optimization 1 Graphs and Combinatorics 1 Statistical Science 1 International Journal of Approximate Reasoning 1 Asia-Pacific Journal of Operational Research 1 Applied Mathematics Letters 1 SIAM Journal on Matrix Analysis and Applications 1 Communications in Statistics. 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Series B 1 Journal of Machine Learning Research (JMLR) 1 Quantum Information Processing 1 ACM Journal of Experimental Algorithmics 1 Journal of Industrial and Management Optimization 1 Inverse Problems and Imaging 1 Statistical Analysis and Data Mining 1 Discrete and Continuous Dynamical Systems. Series S 1 Advances in Mathematical Physics 1 Symmetry 1 Arabian Journal for Science and Engineering 1 Journal of Theoretical Biology 1 Journal of Function Spaces 1 Journal of Algebra and Related Topics 1 International Journal of Systems Science. Principles and Applications of Systems and Integration 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 Mathematical Morphology. Theory and Applications all top 5 Cited in 30 Fields 172 Computer science (68-XX) 74 Statistics (62-XX) 68 Information and communication theory, circuits (94-XX) 36 Numerical analysis (65-XX) 34 Linear and multilinear algebra; matrix theory (15-XX) 26 Operations research, mathematical programming (90-XX) 21 Combinatorics (05-XX) 12 Biology and other natural sciences (92-XX) 7 Calculus of variations and optimal control; optimization (49-XX) 3 Partial differential equations (35-XX) 3 Functional analysis (46-XX) 3 Systems theory; control (93-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Integral transforms, operational calculus (44-XX) 2 Differential geometry (53-XX) 2 Manifolds and cell complexes (57-XX) 2 Mechanics of deformable solids (74-XX) 2 Quantum theory (81-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Number theory (11-XX) 1 Nonassociative rings and algebras (17-XX) 1 Real functions (26-XX) 1 Approximations and expansions (41-XX) 1 Abstract harmonic analysis (43-XX) 1 Integral equations (45-XX) 1 Operator theory (47-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year