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2020 – today
- 2024
[j29]Peng Chen
, Zhigang Ma, Chaojun Xu, Yaqiang Jin, Chengning Zhou:
Self-Supervised Transfer Learning for Remote Wear Evaluation in Machine Tool Elements With Imaging Transmission Attenuation. IEEE Internet Things J. 11(13): 23045-23054 (2024)- 2023
- [j28]Fang Wang, Zhigang Ma, Chao Zhou, Zheng Zhang, Changchun Hua, Qun Zong:
Fixed-Time Controller Design for a Quadrotor UAV with Asymmetric Output Error Constraints. J. Syst. Sci. Complex. 36(5): 1981-2000 (2023) - [j27]Peng Chen, Chaojun Xu, Zhigang Ma, Yaqiang Jin:
A Mixed Samples-Driven Methodology Based on Denoising Diffusion Probabilistic Model for Identifying Damage in Carbon Fiber Composite Structures. IEEE Trans. Instrum. Meas. 72: 1-11 (2023)
2010 – 2019
- 2019
- [j26]Kun Zhan, Xiaojun Chang, Junpeng Guan, Ling Chen, Zhigang Ma, Yi Yang:
Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features. IEEE Trans. Cybern. 49(5): 1826-1834 (2019) - 2018
- [j25]Xiaowei Zhao, Zhigang Ma, Zhi Li, Zhihui Li:
Joint Concept Correlation and Feature-Concept Relevance Learning for Multilabel Classification. Neural Comput. 30(2) (2018) - [j24]Zhigang Ma, Xiaojun Chang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann:
Joint Attributes and Event Analysis for Multimedia Event Detection. IEEE Trans. Neural Networks Learn. Syst. 29(7): 2921-2930 (2018) - [c18]Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang:
Balanced Clustering via Exclusive Lasso: A Pragmatic Approach. AAAI 2018: 3596-3603 - 2017
- [j23]Xiaojun Chang, Zhigang Ma, Yi Yang, Zhiqiang Zeng, Alexander G. Hauptmann:
Bi-Level Semantic Representation Analysis for Multimedia Event Detection. IEEE Trans. Cybern. 47(5): 1180-1197 (2017) - [j22]Xiaojun Chang, Zhigang Ma, Ming Lin, Yi Yang, Alexander G. Hauptmann:
Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection. IEEE Trans. Image Process. 26(8): 3911-3920 (2017) - [j21]Zhigang Ma, Xiaojun Chang, Yi Yang, Nicu Sebe, Alexander G. Hauptmann:
The Many Shades of Negativity. IEEE Trans. Multim. 19(7): 1558-1568 (2017) - 2016
- [j20]Bogdan Ionescu, Giulia Boato, Zhigang Ma, Yiannis Kompatsiaris, Nicu Sebe, Shuicheng Yan:
Special Issue on Event-based Media Processing and Analysis. Image Vis. Comput. 53: 1-2 (2016) - [j19]Christos Tzelepis, Zhigang Ma, Vasileios Mezaris, Bogdan Ionescu, Ioannis Kompatsiaris, Giulia Boato, Nicu Sebe, Shuicheng Yan:
Event-based media processing and analysis: A survey of the literature. Image Vis. Comput. 53: 3-19 (2016) - [j18]Yan Yan, Zhigang Ma, Bingbing Ni:
Guest Editorial: Representation Learning for Multimedia Data Understanding. Multim. Tools Appl. 75(15): 9167-9168 (2016) - [j17]Zhigang Ma, Wenyi Liu:
Outlier correction method of telemetry data based on wavelet transformation and Wright criterion. Multim. Tools Appl. 75(22): 14477-14489 (2016) - [i3]Shoou-I Yu, Yi Yang, Zhongwen Xu, Shicheng Xu, Deyu Meng, Zexi Mao, Zhigang Ma, Ming Lin, Xuanchong Li, Huan Li, Zhen-Zhong Lan, Lu Jiang, Alexander G. Hauptmann, Chuang Gan, Xingzhong Du, Xiaojun Chang:
Strategies for Searching Video Content with Text Queries or Video Examples. CoRR abs/1606.05705 (2016) - 2015
- [j16]Yi Yang, Zhigang Ma, Feiping Nie, Xiaojun Chang, Alexander G. Hauptmann:
Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization. Int. J. Comput. Vis. 113(2): 113-127 (2015) - [j15]Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen:
Multitask Spectral Clustering by Exploring Intertask Correlation. IEEE Trans. Cybern. 45(5): 1069-1080 (2015) - [j14]Yahong Han, Yi Yang, Yan Yan, Zhigang Ma, Nicu Sebe, Xiaofang Zhou:
Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition. IEEE Trans. Neural Networks Learn. Syst. 26(2): 252-264 (2015) - [c17]Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou:
A Convex Formulation for Spectral Shrunk Clustering. AAAI 2015: 2532-2538 - [c16]Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann:
CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. TRECVID 2015 - 2014
- [j13]Yan Yan, Haoquan Shen, Gaowen Liu, Zhigang Ma, Chenqiang Gao, Nicu Sebe:
GLocal tells you more: Coupling GLocal structural for feature selection with sparsity for image and video classification. Comput. Vis. Image Underst. 124: 99-109 (2014) - [j12]Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe, Shuicheng Yan, Alexander G. Hauptmann:
Harnessing Lab Knowledge for Real-World Action Recognition. Int. J. Comput. Vis. 109(1-2): 60-73 (2014) - [j11]Wei Tong, Yi Yang, Lu Jiang, Shoou-I Yu, Zhen-zhong Lan, Zhigang Ma, Waito Sze, Ehsan Younessian, Alexander G. Hauptmann:
E-LAMP: integration of innovative ideas for multimedia event detection. Mach. Vis. Appl. 25(1): 5-15 (2014) - [j10]Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann:
Knowledge Adaptation with PartiallyShared Features for Event DetectionUsing Few Exemplars. IEEE Trans. Pattern Anal. Mach. Intell. 36(9): 1789-1802 (2014) - [j9]Sen Wang, Zhigang Ma, Yi Yang, Xue Li, Chaoyi Pang, Alexander G. Hauptmann:
Semi-Supervised Multiple Feature Analysis for Action Recognition. IEEE Trans. Multim. 16(2): 289-298 (2014) - [j8]Yahong Han, Yi Yang, Zhigang Ma, Haoquan Shen, Nicu Sebe, Xiaofang Zhou:
Image Attribute Adaptation. IEEE Trans. Multim. 16(4): 1115-1126 (2014) - [c15]Zhongwen Xu, Ivor W. Tsang, Yi Yang, Zhigang Ma, Alexander G. Hauptmann:
Event Detection Using Multi-level Relevance Labels and Multiple Features. CVPR 2014: 97-104 - [c14]Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann:
Multiple Features But Few Labels?: A Symbiotic Solution Exemplified for Video Analysis. ACM Multimedia 2014: 77-86 - [c13]Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann, Anil Armagan, Yicheng Zhao:
Informedia @ TRECVID 2014. TRECVID 2014 - [i2]Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang:
Balanced k-Means and Min-Cut Clustering. CoRR abs/1411.6235 (2014) - [i1]Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou:
A Convex Formulation for Spectral Shrunk Clustering. CoRR abs/1411.6308 (2014) - 2013
- [b1]Zhigang Ma:
From Concepts to Events: a Progressive Process for Multimedia content Analysis. University of Trento, Italy, 2013 - [j7]Hong Zhang, Yun Liu, Zhigang Ma:
Fusing inherent and external knowledge with nonlinear learning for cross-media retrieval. Neurocomputing 119: 10-16 (2013) - [j6]Yahong Han, Zhongwen Xu, Zhigang Ma, Zi Huang:
Image classification with manifold learning for out-of-sample data. Signal Process. 93(8): 2169-2177 (2013) - [j5]Yi Yang, Jingkuan Song, Zi Huang, Zhigang Ma, Nicu Sebe, Alexander G. Hauptmann:
Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis. IEEE Trans. Multim. 15(3): 572-581 (2013) - [j4]Yi Yang, Zhigang Ma, Alexander G. Hauptmann, Nicu Sebe:
Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks. IEEE Trans. Multim. 15(3): 661-669 (2013) - [j3]Zhigang Ma, Yi Yang, Nicu Sebe, Kai Zheng, Alexander G. Hauptmann:
Multimedia Event Detection Using A Classifier-Specific Intermediate Representation. IEEE Trans. Multim. 15(7): 1628-1637 (2013) - [c12]Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann:
Complex Event Detection via Multi-source Video Attributes. CVPR 2013: 2627-2633 - [c11]Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann:
How Related Exemplars Help Complex Event Detection in Web Videos? ICCV 2013: 2104-2111 - [c10]Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe:
Thinking of Images as What They Are: Compound Matrix Regression for Image Classification. IJCAI 2013: 1530-1536 - [c9]Zhigang Ma, Yi Yang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann:
We are not equally negative: fine-grained labeling for multimedia event detection. ACM Multimedia 2013: 293-302 - [c8]Yan Yan, Zhongwen Xu, Gaowen Liu, Zhigang Ma, Nicu Sebe:
GLocal structural feature selection with sparsity for multimedia data understanding. ACM Multimedia 2013: 537-540 - [c7]Zhenzhong Lan, Lu Jiang, Shoou-I Yu, Chenqiang Gao, Shourabh Rawat, Yang Cai, Shicheng Xu, Haoquan Shen, Xuanchong Li, Yipei Wang, Waito Sze, Yan Yan, Zhigang Ma, Nicolas Ballas, Deyu Meng, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Alexander G. Hauptmann:
Informedia@TRECVID 2013. TRECVID 2013 - 2012
- [j2]Zhigang Ma, Feiping Nie, Yi Yang, Jasper R. R. Uijlings, Nicu Sebe:
Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection. IEEE Trans. Multim. 14(4): 1021-1030 (2012) - [j1]Zhigang Ma, Feiping Nie, Yi Yang, Jasper R. R. Uijlings, Nicu Sebe, Alexander G. Hauptmann:
Discriminating Joint Feature Analysis for Multimedia Data Understanding. IEEE Trans. Multim. 14(6): 1662-1672 (2012) - [c6]Sen Wang, Yi Yang, Zhigang Ma, Xue Li, Chaoyi Pang, Alexander G. Hauptmann:
Action recognition by exploring data distribution and feature correlation. CVPR 2012: 1370-1377 - [c5]Zhigang Ma, Alexander G. Hauptmann, Yi Yang, Nicu Sebe:
Classifier-specific intermediate representation for multimedia tasks. ICMR 2012: 50 - [c4]Zhigang Ma, Yi Yang, Yang Cai, Nicu Sebe, Alexander G. Hauptmann:
Knowledge adaptation for ad hoc multimedia event detection with few exemplars. ACM Multimedia 2012: 469-478 - [c3]Yang Yang, Yi Yang, Zi Huang, Jiajun Liu, Zhigang Ma:
Robust cross-media transfer for visual event detection. ACM Multimedia 2012: 1045-1048 - 2011
- [c2]Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou:
l2, 1-Norm Regularized Discriminative Feature Selection for Unsupervised Learning. IJCAI 2011: 1589-1594 - [c1]Zhigang Ma, Yi Yang, Feiping Nie, Jasper R. R. Uijlings, Nicu Sebe:
Exploiting the entire feature space with sparsity for automatic image annotation. ACM Multimedia 2011: 283-292
Coauthor Index
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last updated on 2024-07-20 20:33 CEST by the dblp team
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