Dacheng Tao

3.6k total citations · 2 hit papers
23 papers, 2.8k citations indexed

About

Dacheng Tao is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Artificial Intelligence. According to data from OpenAlex, Dacheng Tao has authored 23 papers receiving a total of 2.8k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Computer Vision and Pattern Recognition, 9 papers in Media Technology and 2 papers in Artificial Intelligence. Recurrent topics in Dacheng Tao's work include Image Retrieval and Classification Techniques (16 papers), Advanced Image and Video Retrieval Techniques (14 papers) and Face and Expression Recognition (11 papers). Dacheng Tao is often cited by papers focused on Image Retrieval and Classification Techniques (16 papers), Advanced Image and Video Retrieval Techniques (14 papers) and Face and Expression Recognition (11 papers). Dacheng Tao collaborates with scholars based in United Kingdom, China and Hong Kong. Dacheng Tao's co-authors include Xuelong Li, Xindong Wu, Stephen J. Maybank, Xiaoou Tang, Dongjin Song, Bo Yuan, Naiyang Guan, Weiming Hu, Xiaoou Tang and Chao Xu and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and IEEE Transactions on Neural Networks and Learning Systems.

In The Last Decade

Dacheng Tao

23 papers receiving 2.7k citations

Hit Papers

Asymmetric bagging and ra... 2006 2026 2012 2019 2006 2009 200 400 600
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval
    2006 688 citations Dacheng Tao, Xiaoou Tang et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
  2. Geometric Mean for Subspace Selection
    2009 491 citations Dacheng Tao, Xuelong Li et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Dacheng Tao United Kingdom 14 2.2k 846 544 254 237 23 2.8k
Zhihui Lai China 35 2.4k 1.1× 942 1.1× 667 1.2× 385 1.5× 184 0.8× 130 3.4k
Zhihui Lai China 28 1.8k 0.8× 782 0.9× 499 0.9× 200 0.8× 136 0.6× 103 2.4k
Yuxiao Hu United States 19 3.4k 1.6× 852 1.0× 623 1.1× 719 2.8× 154 0.6× 56 4.0k
Dacheng Tao Australia 19 2.1k 0.9× 655 0.8× 619 1.1× 220 0.9× 316 1.3× 26 2.6k
Yongyong Chen China 28 2.1k 1.0× 775 0.9× 566 1.0× 156 0.6× 212 0.9× 134 3.0k
Yong Luo China 22 1.2k 0.5× 1.0k 1.2× 311 0.6× 123 0.5× 80 0.3× 116 2.1k
Dacheng Tao Australia 24 2.1k 1.0× 921 1.1× 308 0.6× 138 0.5× 118 0.5× 54 2.9k
Qianqian Wang China 24 1.9k 0.9× 924 1.1× 252 0.5× 157 0.6× 101 0.4× 97 2.7k
Quanxue Gao China 32 2.4k 1.1× 1.7k 2.0× 495 0.9× 238 0.9× 69 0.3× 139 3.4k
Dacheng Tao China 14 1.7k 0.8× 381 0.5× 830 1.5× 103 0.4× 103 0.4× 18 2.1k

Countries citing papers authored by Dacheng Tao

Since Specialization
Citations

This map shows the geographic impact of Dacheng Tao's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dacheng Tao with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dacheng Tao more than expected).

Fields of papers citing papers by Dacheng Tao

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dacheng Tao. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dacheng Tao. The network helps show where Dacheng Tao may publish in the future.

Co-authorship network of co-authors of Dacheng Tao

This figure shows the co-authorship network connecting the top 25 collaborators of Dacheng Tao. A scholar is included among the top collaborators of Dacheng Tao based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dacheng Tao. Dacheng Tao is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Luo, Yong, Dacheng Tao, Chang Xu, et al.. (2013). Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. IEEE Transactions on Neural Networks and Learning Systems. 24(5). 709–722. 130 indexed citations
2.
Geng, Bo, Dacheng Tao, Chao Xu, Linjun Yang, & Xian‐Sheng Hua. (2012). Ensemble Manifold Regularization. IEEE Transactions on Pattern Analysis and Machine Intelligence. 34(6). 1227–1233. 189 indexed citations
3.
Su, Ya, Xinbo Gao, Xuelong Li, & Dacheng Tao. (2012). Multivariate Multilinear Regression. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics). 42(6). 1560–1573. 45 indexed citations
4.
Wang, Xinchao, et al.. (2011). Subspaces Indexing Model on Grassmann Manifold for Image Search. IEEE Transactions on Image Processing. 20(9). 2627–2635. 91 indexed citations
5.
Guan, Naiyang, et al.. (2011). Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent. IEEE Transactions on Image Processing. 20(7). 2030–2048. 269 indexed citations
6.
Li, Qi & Dacheng Tao. (2009). Detecting image points of general imbalance. 337–340. 3 indexed citations
7.
Song, Dongjin & Dacheng Tao. (2009). Biologically Inspired Feature Manifold for Scene Classification. IEEE Transactions on Image Processing. 19(1). 174–184. 166 indexed citations
8.
Tao, Dacheng, Xuelong Li, Xindong Wu, & Stephen J. Maybank. (2009). Geometric Mean for Subspace Selection. IEEE Transactions on Pattern Analysis and Machine Intelligence. 31(2). 260–274. 491 indexed citations breakdown →
9.
Tao, Dacheng, Xiaoou Tang, & Xuelong Li. (2009). Which Components Are Important For Interactive Image Searching?. IEEE Transactions on Circuits and Systems for Video Technology. 3 indexed citations
10.
Tao, Dacheng, et al.. (2009). Semantic Mining Technologies for Multimedia Databases. IGI Global eBooks. 4 indexed citations
11.
Tao, Dacheng, Xiaoou Tang, & Xuelong Li. (2008). Which Components are Important for Interactive Image Searching?. IEEE Transactions on Circuits and Systems for Video Technology. 18(1). 3–11. 53 indexed citations
12.
Lu, Wen, Xinbo Gao, Xuelong Li, & Dacheng Tao. (2008). An image quality assessment metric based contourlet. 5666. 1172–1175. 7 indexed citations
13.
Tao, Dacheng, Xuelong Li, & Stephen J. Maybank. (2007). Negative Samples Analysis in Relevance Feedback. IEEE Transactions on Knowledge and Data Engineering. 19(4). 568–580. 91 indexed citations
14.
Tao, Dacheng, Xuelong Li, Weiming Hu, Stephen J. Maybank, & Xindong Wu. (2006). Supervised Tensor Learning. 450–457. 299 indexed citations
15.
Tao, Dacheng, Xiaoou Tang, Xuelong Li, & Yong Rui. (2006). Direct kernel biased discriminant analysis: a new content-based image retrieval relevance feedback algorithm. IEEE Transactions on Multimedia. 8(4). 716–727. 139 indexed citations
16.
Tao, Dacheng, Xiaoou Tang, Xuelong Li, & Xindong Wu. (2006). Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(7). 1088–1099. 688 indexed citations breakdown →
17.
Xu, Dong, et al.. (2006). Human Gait Recognition With Matrix Representation. IEEE Transactions on Circuits and Systems for Video Technology. 16(7). 896–903. 108 indexed citations
18.
Tao, Dacheng & Xiaoou Tang. (2005). SVM-based relevance feedback using random subspace method. 12. 269–272. 5 indexed citations
19.
20.
Tao, Dacheng & Xiaoou Tang. (2004). Random sampling based svm for relevance feedback image retrieval. 2. 647–652. 28 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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