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He, Fengxiang; Tao, Dacheng

Foundations of deep learning (to appear). (English) Zbl 07750342

Machine Learning: Foundations, Methodologies, and Applications. Singapore: Springer (ISBN 978-981-16-8232-2/hbk; 978-981-16-8235-3/pbk; 978-981-16-8233-9/ebook). xx, 280 p. (2024).

MSC: 68-02 68T07

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Rutkowska, Danuta; Duda, Piotr; Cao, Jinde; Rutkowski, Leszek; Byrski, Aleksander; Jaworski, Maciej; Tao, Dacheng

The \(L_2\) convergence of stream data mining algorithms based on probabilistic neural networks. (English) Zbl 07829640

Inf. Sci. 631, 346-368 (2023).

MSC: 68Txx 62-XX

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Chen, Haowen; He, Fengxiang; Lei, Shiye; Tao, Dacheng

Spectral complexity-scaled generalisation bound of complex-valued neural networks. (English) Zbl 07732226

Artif. Intell. 322, Article ID 103951, 27 p. (2023).

MSC: 68Txx

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Maybank, Stephen J.; Liu, Liu; Tao, Dacheng

Generalised Watson distribution on the hypersphere with applications to clustering. (English) Zbl 1534.62064

J. Math. Imaging Vis. 65, No. 2, 302-322 (2023).

MSC: 62H05 62H30

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Li, Yifen; Bei, Xiaohui; Qiao, Youming; Tao, Dacheng; Chen, Zhiya

Heterogeneous multi-commodity network flows over time. (English) Zbl 07615741

Kulikov, Alexander S. (ed.) et al., Computer science – theory and applications. 17th international computer science symposium in Russia, CSR 2022, virtual event, June 29 – July 1, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13296, 238-255 (2022).

MSC: 68Qxx

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Du, Yuxuan; Hsieh, Min-Hsiu; Liu, Tongliang; You, Shan; Tao, Dacheng

Quantum differentially private sparse regression learning. (English) Zbl 1505.81028

IEEE Trans. Inf. Theory 68, No. 8, 5217-5233 (2022).

MSC: 81P68 68P27

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Zheng, Qi; Gong, Mingming; You, Xinge; Tao, Dacheng

A unified B-spline framework for scale-invariant keypoint detection. (English) Zbl 1491.68251

Int. J. Comput. Vis. 130, No. 3, 777-799 (2022).

MSC: 68T45 65D07 94A08

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Fan, Jinlong; Zhang, Jing; Maybank, Stephen J.; Tao, Dacheng

Wide-angle image rectification: a survey. (English) Zbl 1491.68249

Int. J. Comput. Vis. 130, No. 3, 747-776 (2022).

MSC: 68T45 68U10

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Bilski, Jarosław; Rutkowski, Leszek; Smoląg, Jacek; Tao, Dacheng

A novel method for speed training acceleration of recurrent neural networks. (English) Zbl 1483.68278

Inf. Sci. 553, 266-279 (2021).

MSC: 68T05

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Xie, Zeke; He, Fengxiang; Fu, Shaopeng; Sato, Issei; Tao, Dacheng; Sugiyama, Masashi

Artificial neural variability for deep learning: on overfitting, noise memorization, and catastrophic forgetting. (English) Zbl 1522.68505

Neural Comput. 33, No. 8, 2163-2192 (2021).

MSC: 68T07

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Chen, Zhe; Zhang, Jing; Tao, Dacheng

Recursive context routing for object detection. (English) Zbl 1483.68427

Int. J. Comput. Vis. 129, No. 1, 142-160 (2021).

MSC: 68T45 68T07

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Liu, Juhua; Chen, Zhe; Du, Bo; Tao, Dacheng

ASTS: a unified framework for arbitrary shape text spotting. (English) Zbl 07586298

IEEE Trans. Image Process. 29, 5924-5936 (2020).

MSC: 68T45

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Zhang, Yonggang; Tian, Xinmei; Li, Ya; Wang, Xinchao; Tao, Dacheng

Principal component adversarial example. (English) Zbl 07586213

IEEE Trans. Image Process. 29, 4804-4815 (2020).

MSC: 68U10 62H25 62H35

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Ge, Shiming; Luo, Zhao; Zhang, Chunhui; Hua, Yingying; Tao, Dacheng

Distilling channels for efficient deep tracking. (English) Zbl 07586051

IEEE Trans. Image Process. 29, 2610-2621 (2020).

MSC: 68T45 68T07 94A08

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Wang, Ruxin; Gong, Mingming; Tao, Dacheng

Receptive field size versus model depth for single image super-resolution. (English) Zbl 07585982

IEEE Trans. Image Process. 29, 1669-1682 (2020).

MSC: 68U10

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Liu, Youfa; Tu, Weiping; Du, Bo; Zhang, Lefei; Tao, Dacheng

Homologous component analysis for domain adaptation. (English) Zbl 07585938

IEEE Trans. Image Process. 29, 1074-1089 (2020).

MSC: 62H12 62H25 94A08

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Zhang, Jing; Tao, Dacheng

FAMED-Net: a fast and accurate multi-scale end-to-end dehazing network. (English) Zbl 1520.94017

IEEE Trans. Image Process. 29, 72-84 (2020).

MSC: 94A08

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Li, Xue; Du, Bo; Xu, Chang; Zhang, Yipeng; Zhang, Lefei; Tao, Dacheng

Robust learning with imperfect privileged information. (English) Zbl 1432.68393

Artif. Intell. 282, Article ID 103246, 19 p. (2020).

MSC: 68T05

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Zhang, Chao; Gao, Xianjie; Hsieh, Min-Hsiu; Hang, Hanyuan; Tao, Dacheng

Matrix infinitely divisible series: tail inequalities and their applications. (English) Zbl 1437.60013

IEEE Trans. Inf. Theory 66, No. 2, 1099-1117 (2020).

MSC: 60E15

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Perrier, Elija; Ferrie, Christopher; Tao, Dacheng

Quantum Geometric Machine Learning for Quantum Circuits and Control. arXiv:2006.11332

Preprint, arXiv:2006.11332 [quant-ph] (2020).

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Zhao, Zijin; Chu, Lingyang; Tao, Dacheng; Pei, Jian

Classification with label noise: a Markov chain sampling framework. (English) Zbl 1464.62335

Data Min. Knowl. Discov. 33, No. 5, 1468-1504 (2019).

MSC: 62H30 62D05 65C05

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Zhang, Lefei; Zhang, Liangpei; Du, Bo; You, Jane; Tao, Dacheng

Hyperspectral image unsupervised classification by robust manifold matrix factorization. (English) Zbl 1448.68452

Inf. Sci. 485, 154-169 (2019).

MSC: 68U10 62H30 68T05

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Jia, Kui; Lin, Jiehong; Tan, Mingkui; Tao, Dacheng

Deep multi-view learning using neuron-wise correlation-maximizing regularizers. (English) Zbl 07123039

IEEE Trans. Image Process. 28, No. 10, 5121-5134 (2019).

MSC: 68T45 68T07

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Han, Yuqi; Deng, Chenwei; Zhao, Baojun; Tao, Dacheng

State-aware anti-drift object tracking. (English) Zbl 07122963

IEEE Trans. Image Process. 28, No. 8, 4075-4086 (2019).

MSC: 68T45

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Jin, Taisong; Ji, Rongrong; Gao, Yue; Sun, Xiaoshuai; Zhao, Xibin; Tao, Dacheng

Correntropy-induced robust low-rank hypergraph. (English) Zbl 07122865

IEEE Trans. Image Process. 28, No. 6, 2755-2769 (2019).

MSC: 68U10 05C65 68T05 94A08

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Zhang, Mingjin; Wang, Ruxin; Gao, Xinbo; Li, Jie; Tao, Dacheng

Dual-transfer face sketch-photo synthesis. (English) Zbl 1409.94761

IEEE Trans. Image Process. 28, No. 2, 642-657 (2019).

MSC: 94A08

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Chen, Xinyuan; Xu, Chang; Yang, Xiaokang; Song, Li; Tao, Dacheng

Gated-GAN: adversarial gated networks for multi-collection style transfer. (English) Zbl 1409.94076

IEEE Trans. Image Process. 28, No. 2, 546-560 (2019).

MSC: 94A08

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Li, Boyi; Ren, Wenqi; Fu, Dengpan; Tao, Dacheng; Feng, Dan; Zeng, Wenjun; Wang, Zhangyang

Benchmarking single-image dehazing and beyond. (English) Zbl 1409.94337

IEEE Trans. Image Process. 28, No. 1, 492-505 (2019).

MSC: 94A08

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Zhang, Chao; Hsieh, Min-Hsiu; Tao, Dacheng

On Dimension-free Tail Inequalities for Sums of Random Matrices and Applications. arXiv:1910.03718

Preprint, arXiv:1910.03718 [cs.LG] (2019).

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Xie, Yuan; Tao, Dacheng; Zhang, Wensheng; Liu, Yan; Zhang, Lei; Qu, Yanyun

On unifying multi-view self-representations for clustering by tensor multi-rank minimization. (English) Zbl 1458.68257

Int. J. Comput. Vis. 126, No. 11, 1157-1179 (2018).

MSC: 68T45 15A69 65F15 62H30

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Ma, Kede; Fu, Huan; Liu, Tongliang; Wang, Zhou; Tao, Dacheng

Deep blur mapping: exploiting high-level semantics by deep neural networks. (English) Zbl 1409.94432

IEEE Trans. Image Process. 27, No. 10, 5155-5166 (2018).

MSC: 94A08

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Du, Bo; Wang, Shaodong; Xu, Chang; Wang, Nan; Zhang, Liangpei; Tao, Dacheng

Multi-task learning for blind source separation. (English) Zbl 1409.94812

IEEE Trans. Image Process. 27, No. 9, 4219-4231 (2018).

MSC: 94A12

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Wang, Chaoyue; Xu, Chang; Wang, Chaohui; Tao, Dacheng

Perceptual adversarial networks for image-to-image transformation. (English) Zbl 1409.94602

IEEE Trans. Image Process. 27, No. 8, 4066-4079 (2018).

MSC: 94A08

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Deng, Cheng; Chen, Zhaojia; Liu, Xianglong; Gao, Xinbo; Tao, Dacheng

Triplet-based deep hashing network for cross-modal retrieval. (English) Zbl 1409.94109

IEEE Trans. Image Process. 27, No. 8, 3893-3903 (2018).

MSC: 94A08

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Wang, Ruxin; Tao, Dacheng

Training very deep CNNs for general non-blind deconvolution. (English) Zbl 1409.94618

IEEE Trans. Image Process. 27, No. 6, 2897-2910 (2018).

MSC: 94A08

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Liu, Fanghui; Gong, Chen; Huang, Xiaolin; Zhou, Tao; Yang, Jie; Tao, Dacheng

Robust visual tracking revisited: from correlation filter to template matching. (English) Zbl 1409.94367

IEEE Trans. Image Process. 27, No. 6, 2777-2790 (2018).

MSC: 94A08 62H35

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Zhang, Jian; Yu, Jun; Tao, Dacheng

Local deep-feature alignment for unsupervised dimension reduction. (English) Zbl 1409.94749

IEEE Trans. Image Process. 27, No. 5, 2420-2432 (2018).

MSC: 94A08

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Liu, Meng; Xu, Chang; Luo, Yong; Xu, Chao; Wen, Yonggang; Tao, Dacheng

Cost-sensitive feature selection by optimizing F-measures. (English) Zbl 1409.94380

IEEE Trans. Image Process. 27, No. 3, 1323-1335 (2018).

MSC: 94A08

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Yang, Xun; Wang, Meng; Tao, Dacheng

Person re-identification with metric learning using privileged information. (English) Zbl 1409.94707

IEEE Trans. Image Process. 27, No. 2, 791-805 (2018).

MSC: 94A08

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Qiao, Maoying; Liu, Liu; Yu, Jun; Xu, Chang; Tao, Dacheng

Diversified dictionaries for multi-instance learning. (English) Zbl 1429.68238

Pattern Recognition 64, 407-416 (2017).

MSC: 68T05

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Zhang, Chao; Du, Lei; Tao, Dacheng

LSV-based tail inequalities for sums of random matrices. (English) Zbl 1478.15052

Neural Comput. 29, No. 1, 247-262 (2017).

MSC: 15B52 15A45 15A18 60B20

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Guo, Kailing; Xu, Xiangmin; Tao, Dacheng

DiscriminativeGoDec+ for classification. (English) Zbl 1415.94117

IEEE Trans. Signal Process. 65, No. 13, 3414-3429 (2017).

MSC: 94A12 62H30

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Liu, Xianglong; Li, Zhujin; Deng, Cheng; Tao, Dacheng

Distributed adaptive binary quantization for fast nearest neighbor search. (English) Zbl 1409.94394

IEEE Trans. Image Process. 26, No. 11, 5324-5336 (2017).

MSC: 94A08

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Qu, Yanyun; Lin, Li; Shen, Fumin; Lu, Chang; Wu, Yang; Xie, Yuan; Tao, Dacheng

Joint hierarchical category structure learning and large-scale image classification. (English) Zbl 1409.94503

IEEE Trans. Image Process. 26, No. 9, 4331-4346 (2017).

MSC: 94A08 62H35

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Ma, Kede; Liu, Wentao; Liu, Tongliang; Wang, Zhou; Tao, Dacheng

dipIQ: blind image quality assessment by learning-to-rank discriminable image pairs. (English) Zbl 1409.94434

IEEE Trans. Image Process. 26, No. 8, 3951-3964 (2017).

MSC: 94A08

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Wang, Yunhe; Xu, Chang; You, Shan; Xu, Chao; Tao, Dacheng

DCT regularized extreme visual recovery. (English) Zbl 1409.94641

IEEE Trans. Image Process. 26, No. 7, 3360-3371 (2017).

MSC: 94A08

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Sun, Li; Chen, Ke; Song, Mingli; Tao, Dacheng; Chen, Gang; Chen, Chun

Robust, efficient depth reconstruction with hierarchical confidence-based matching. (English) Zbl 1409.94565

IEEE Trans. Image Process. 26, No. 7, 3331-3343 (2017).

MSC: 94A08

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Li, Jun; Xu, Chang; Yang, Wankou; Sun, Changyin; Tao, Dacheng

Discriminative multi-view interactive image re-ranking. (English) Zbl 1409.94352

IEEE Trans. Image Process. 26, No. 7, 3113-3127 (2017).

MSC: 94A08

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Li, Jiatong; Deng, Chenwei; Xu, Richard Yi Da; Tao, Dacheng; Zhao, Baojun

Robust object tracking with discrete graph-based multiple experts. (English) Zbl 1409.94348

IEEE Trans. Image Process. 26, No. 6, 2736-2750 (2017).

MSC: 94A08

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Gong, Dihong; Li, Zhifeng; Huang, Weilin; Li, Xuelong; Tao, Dacheng

Heterogeneous face recognition: a common encoding feature discriminant approach. (English) Zbl 1409.94186

IEEE Trans. Image Process. 26, No. 5, 2079-2089 (2017).

MSC: 94A08

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Du, Bo; Wang, Zengmao; Zhang, Lefei; Zhang, Liangpei; Tao, Dacheng

Robust and discriminative labeling for multi-label active learning based on maximum correntropy criterion. (English) Zbl 1409.94133

IEEE Trans. Image Process. 26, No. 4, 1694-1707 (2017).

MSC: 94A08

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Liu, Qingshan; Deng, Jiankang; Yang, Jing; Liu, Guangcan; Tao, Dacheng

Adaptive cascade regression model for robust face alignment. (English) Zbl 1409.94386

IEEE Trans. Image Process. 26, No. 2, 797-807 (2017).

MSC: 94A08

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Liu, Qingshan; Sun, Yubao; Wang, Cantian; Liu, Tongliang; Tao, Dacheng

Elastic net hypergraph learning for image clustering and semi-supervised classification. (English) Zbl 1409.94387

IEEE Trans. Image Process. 26, No. 1, 452-463 (2017).

MSC: 94A08

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Xu, Zhe; Tao, Dacheng; Huang, Shaoli; Zhang, Ya

Friend or foe: fine-grained categorization with weak supervision. (English) Zbl 1409.94694

IEEE Trans. Image Process. 26, No. 1, 135-146 (2017).

MSC: 94A08 62H35

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Tian, Dayong; Tao, Dacheng

Global hashing system for fast image search. (English) Zbl 1409.94588

IEEE Trans. Image Process. 26, No. 1, 79-89 (2017).

MSC: 94A08

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Yu, Baosheng; Fang, Meng; Tao, Dacheng

Per-round knapsack-constrained linear submodular bandits. (English) Zbl 1474.68331

Neural Comput. 28, No. 12, 2757-2789 (2016).

MSC: 68T20 68P20 68W40

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Liu, Tongliang; Tao, Dacheng; Xu, Dong

Dimensionality-dependent generalization bounds for \(k\)-dimensional coding schemes. (English) Zbl 1474.68315

Neural Comput. 28, No. 10, 2213-2249 (2016).

MSC: 68T09

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Hong, Richang; Hu, Zhenzhen; Wang, Ruxin; Wang, Meng; Tao, Dacheng

Multi-view object retrieval via multi-scale topic models. (English) Zbl 1408.94249

IEEE Trans. Image Process. 25, No. 12, 5814-5827 (2016).

MSC: 94A08

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Shen, Fumin; Zhou, Xiang; Yang, Yang; Song, Jingkuan; Shen, Heng Tao; Tao, Dacheng

A fast optimization method for general binary code learning. (English) Zbl 1408.94587

IEEE Trans. Image Process. 25, No. 12, 5610-5621 (2016).

MSC: 94A08 90C90

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Du, Bo; Zhang, Yuxiang; Zhang, Liangpei; Tao, Dacheng

Beyond the sparsity-based target detector: a hybrid sparsity and statistics-based detector for hyperspectral images. (English) Zbl 1408.94150

IEEE Trans. Image Process. 25, No. 11, 5345-5357 (2016).

MSC: 94A08 62H35

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Cai, Bolun; Xu, Xiangmin; Jia, Kui; Qing, Chunmei; Tao, Dacheng

DehazeNet: an end-to-end system for single image haze removal. (English) Zbl 1408.94060

IEEE Trans. Image Process. 25, No. 11, 5187-5198 (2016).

MSC: 94A08

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Xie, Yuan; Zhang, Wensheng; Tao, Dacheng; Hu, Wenrui; Qu, Yanyun; Wang, Hanzi

Removing turbulence effect via hybrid total variation and deformation-guided kernel regression. (English) Zbl 1408.94732

IEEE Trans. Image Process. 25, No. 10, 4943-4958 (2016).

MSC: 94A08

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You, Xinge; Guo, Weigang; Yu, Shujian; Li, Kan; Príncipe, José C.; Tao, Dacheng

Kernel learning for dynamic texture synthesis. (English) Zbl 1408.94778

IEEE Trans. Image Process. 25, No. 10, 4782-4795 (2016).

MSC: 94A08

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Liu, Xianglong; Huang, Lei; Deng, Cheng; Lang, Bo; Tao, Dacheng

Query-adaptive hash code ranking for large-scale multi-view visual search. (English) Zbl 1408.94406

IEEE Trans. Image Process. 25, No. 10, 4514-4524 (2016).

MSC: 94A08

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Hu, Yanting; Wang, Nannan; Tao, Dacheng; Gao, Xinbo; Li, Xuelong

SERF: A simple, effective, robust, and fast image super-resolver from cascaded linear regression. (English) Zbl 1408.94272

IEEE Trans. Image Process. 25, No. 9, 4091-4102 (2016).

MSC: 94A08

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Li, Qiang; Xie, Bo; You, Jane; Bian, Wei; Tao, Dacheng

Correlated logistic model with elastic net regularization for multilabel image classification. (English) Zbl 1408.94381

IEEE Trans. Image Process. 25, No. 8, 3801-3813 (2016).

MSC: 94A08 62H35

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He, Zhenyu; Li, Xin; You, Xinge; Tao, Dacheng; Tang, Yuan Yan

Connected component model for multi-object tracking. (English) Zbl 1408.94243

IEEE Trans. Image Process. 25, No. 8, 3698-3711 (2016).

MSC: 94A08 94A13

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Xiong, Hao; Liu, Tongliang; Tao, Dacheng; Shen, Heng Tao

Dual diversified dynamical Gaussian process latent variable model for video repairing. (English) Zbl 1408.94733

IEEE Trans. Image Process. 25, No. 8, 3626-3637 (2016).

MSC: 94A08

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Gong, Chen; Tao, Dacheng; Maybank, Stephen J.; Liu, Wei; Kang, Guoliang; Yang, Jie

Multi-modal curriculum learning for semi-supervised image classification. (English) Zbl 1408.94206

IEEE Trans. Image Process. 25, No. 7, 3249-3260 (2016).

MSC: 94A08 62H35

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Li, Zhifeng; Gong, Dihong; Li, Xuelong; Tao, Dacheng

Aging face recognition: a hierarchical learning model based on local patterns selection. (English) Zbl 1408.94433

IEEE Trans. Image Process. 25, No. 5, 2146-2154 (2016).

MSC: 94A08

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Wang, Ruxin; Tao, Dacheng

Non-local auto-encoder with collaborative stabilization for image restoration. (English) Zbl 1408.94685

IEEE Trans. Image Process. 25, No. 5, 2117-2129 (2016).

MSC: 94A08

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Xu, Chang; Liu, Tongliang; Tao, Dacheng; Xu, Chao

Local Rademacher complexity for multi-label learning. (English) Zbl 1408.94734

IEEE Trans. Image Process. 25, No. 3, 1495-1507 (2016).

MSC: 94A08

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Cai, Bolun; Xu, Xiangmin; Xing, Xiaofen; Jia, Kui; Miao, Jie; Tao, Dacheng

BIT: biologically inspired tracker. (English) Zbl 1408.94061

IEEE Trans. Image Process. 25, No. 3, 1327-1339 (2016).

MSC: 94A08

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Hong, Richang; Zhang, Luming; Tao, Dacheng

Unified photo enhancement by discovering aesthetic communities from Flickr. (English) Zbl 1408.94250

IEEE Trans. Image Process. 25, No. 3, 1124-1135 (2016).

MSC: 94A08

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Xu, Zhe; Hong, Zhibin; Zhang, Ya; Wu, Junjie; Tsoi, Ah Chung; Tao, Dacheng

Multinomial latent logistic regression for image understanding. (English) Zbl 1408.94745

IEEE Trans. Image Process. 25, No. 2, 973-987 (2016).

MSC: 94A08

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Tian, Dayong; Tao, Dacheng

Coupled learning for facial deblur. (English) Zbl 1408.94647

IEEE Trans. Image Process. 25, No. 2, 961-972 (2016).

MSC: 94A08

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Liu, Fang; Xu, Xiangmin; Qiu, Shuoyang; Qing, Chunmei; Tao, Dacheng

Simple to complex transfer learning for action recognition. (English) Zbl 1408.94387

IEEE Trans. Image Process. 25, No. 2, 949-960 (2016).

MSC: 94A08 68T10

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Liu, Xianglong; Deng, Cheng; Lang, Bo; Tao, Dacheng; Li, Xuelong

Query-adaptive reciprocal hash tables for nearest neighbor search. (English) Zbl 1408.94405

IEEE Trans. Image Process. 25, No. 2, 907-919 (2016).

MSC: 94A08

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Liu, Qingshan; Deng, Jiankang; Tao, Dacheng

Dual sparse constrained cascade regression for robust face alignment. (English) Zbl 1408.94401

IEEE Trans. Image Process. 25, No. 2, 700-712 (2016).

MSC: 94A08

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Luo, Yong; Wen, Yonggang; Tao, Dacheng; Gui, Jie; Xu, Chao

Large margin multi-modal multi-task feature extraction for image classification. (English) Zbl 1408.94452

IEEE Trans. Image Process. 25, No. 1, 414-427 (2016).

MSC: 94A08 62H35

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Miao, Jie; Xu, Xiangmin; Qiu, Shuoyang; Qing, Chunmei; Tao, Dacheng

Temporal variance analysis for action recognition. (English) Zbl 1408.94481

IEEE Trans. Image Process. 24, No. 12, 5904-5915 (2015).

MSC: 94A08

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Xu, Chang; Tao, Dacheng; Xu, Chao

Multi-view learning with incomplete views. (English) Zbl 1408.94735

IEEE Trans. Image Process. 24, No. 12, 5812-5825 (2015).

MSC: 94A08

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Hong, Chaoqun; Yu, Jun; Wan, Jian; Tao, Dacheng; Wang, Meng

Multimodal deep autoencoder for human pose recovery. (English) Zbl 1408.94248

IEEE Trans. Image Process. 24, No. 12, 5659-5670 (2015).

MSC: 94A08

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Zhao, Lin; Gao, Xinbo; Tao, Dacheng; Li, Xuelong

Tracking human pose using max-margin Markov models. (English) Zbl 1408.94902

IEEE Trans. Image Process. 24, No. 12, 5274-5287 (2015).

MSC: 94A13 94A08

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Zeng, Xianhua; Bian, Wei; Liu, Wei; Shen, Jialie; Tao, Dacheng

Dictionary pair learning on Grassmann manifolds for image denoising. (English) Zbl 1408.94790

IEEE Trans. Image Process. 24, No. 11, 4556-4569 (2015).

MSC: 94A08

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Huang, Kaiqi; Wang, Chong; Tao, Dacheng

High-order topology modeling of visual words for image classification. (English) Zbl 1408.94262

IEEE Trans. Image Process. 24, No. 11, 3598-3608 (2015).

MSC: 94A08 62H35

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Song, Dongjin; Liu, Wei; Zhou, Tianyi; Tao, Dacheng; Meyer, David A.

Efficient robust conditional random fields. (English) Zbl 1408.94606

IEEE Trans. Image Process. 24, No. 10, 3124-3136 (2015).

MSC: 94A08 62B10 60G60

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Liu, Xiao; Song, Mingli; Tao, Dacheng; Bu, Jiajun; Chen, Chun

Random geometric prior forest for multiclass object segmentation. (English) Zbl 1408.94410

IEEE Trans. Image Process. 24, No. 10, 3060-3070 (2015).

MSC: 94A08

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Li, Xiaoyan; He, Hongjie; Wang, Ruxin; Tao, Dacheng

Single image superresolution via directional group sparsity and directional features. (English) Zbl 1408.94419

IEEE Trans. Image Process. 24, No. 9, 2874-2888 (2015).

MSC: 94A08

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Full Text: DOI

Li, Zhifeng; Gong, Dihong; Li, Xuelong; Tao, Dacheng

Learning compact feature descriptor and adaptive matching framework for face recognition. (English) Zbl 1408.94432

IEEE Trans. Image Process. 24, No. 9, 2736-2745 (2015).

MSC: 94A08

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Luo, Yong; Liu, Tongliang; Tao, Dacheng; Xu, Chao

Multiview matrix completion for multilabel image classification. (English) Zbl 1408.94451

IEEE Trans. Image Process. 24, No. 8, 2355-2368 (2015).

MSC: 94A08

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Full Text: DOI arXiv

Weng, Dawei; Wang, Yunhong; Gong, Mingming; Tao, Dacheng; Wei, Hui; Huang, Di

DERF: distinctive efficient robust features from the biological modeling of the P ganglion cells. (English) Zbl 1408.94708

IEEE Trans. Image Process. 24, No. 8, 2287-2302 (2015).

MSC: 94A08

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Ding, Changxing; Xu, Chang; Tao, Dacheng

Multi-task pose-invariant face recognition. (English) Zbl 1408.94132

IEEE Trans. Image Process. 24, No. 3, 980-993 (2015).

MSC: 94A08 68T10

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Zhang, Kaibing; Tao, Dacheng; Gao, Xinbo; Li, Xuelong; Xiong, Zenggang

Learning multiple linear mappings for efficient single image super-resolution. (English) Zbl 1408.94801

IEEE Trans. Image Process. 24, No. 3, 846-861 (2015).

MSC: 94A08

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Liu, Xiao; Song, Mingli; Tao, Dacheng; Liu, Zicheng; Zhang, Luming; Chen, Chun; Bu, Jiajun

Random forest construction with robust semisupervised node splitting. (English) Zbl 1408.68140

IEEE Trans. Image Process. 24, No. 1, 471-483 (2015).

MSC: 68T45

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Yang, Xi; Gao, Xinbo; Tao, Dacheng; Li, Xuelong; Li, Jie

An efficient MRF embedded level set method for image segmentation. (English) Zbl 1408.94762

IEEE Trans. Image Process. 24, No. 1, 9-21 (2015).

MSC: 94A08

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Song, Mingli; Tao, Dacheng; Sun, Shengpeng; Chen, Chun; Maybank, Stephen J.

Robust 3D face landmark localization based on local coordinate coding. (English) Zbl 1374.94348

IEEE Trans. Image Process. 23, No. 12, 5108-5122 (2014).

MSC: 94A08

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Wang, Yinting; Tao, Dacheng; Li, Xiang; Song, Mingli; Bu, Jiajun; Tan, Ping

Video tonal stabilization via color states smoothing. (English) Zbl 1374.94402

IEEE Trans. Image Process. 23, No. 11, 4838-4849 (2014).

MSC: 94A08

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Sun, Yubao; Liu, Qingshan; Tang, Jinhui; Tao, Dacheng

Learning discriminative dictionary for group sparse representation. (English) Zbl 1374.94359

IEEE Trans. Image Process. 23, No. 9, 3816-3828 (2014).

MSC: 94A08

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Luo, Yong; Liu, Tongliang; Tao, Dacheng; Xu, Chao

Decomposition-based transfer distance metric learning for image classification. (English) Zbl 1374.94243

IEEE Trans. Image Process. 23, No. 9, 3789-3801 (2014).

MSC: 94A08

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