Zhigang Ma

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Convex Formulation

Event Detection

Multilabel Classification

Multiple Features

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Multim.

IEEE Trans. Neural Networks Learn. Syst.

Publications

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) (2024)
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) (2023)
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 (2023)
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) (2019)
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) (2018)
Xiaowei Zhao, Zhigang Ma, Zhi Li, Zhihui Li
Joint Concept Correlation and Feature-Concept Relevance Learning for Multilabel Classification. Neural Comput. 30 (2) (2018)
Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang
Balanced Clustering via Exclusive Lasso: A Pragmatic Approach. AAAI (2018)
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) (2017)
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) (2017)
Zhigang Ma, Xiaojun Chang, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
The Many Shades of Negativity. IEEE Trans. Multim. 19 (7) (2017)
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 (2016)
Yan Yan, Zhigang Ma, Bingbing Ni
Guest Editorial: Representation Learning for Multimedia Data Understanding. Multim. Tools Appl. 75 (15) (2016)
Zhigang Ma, Wenyi Liu
Outlier correction method of telemetry data based on wavelet transformation and Wright criterion. Multim. Tools Appl. 75 (22) (2016)
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 (2016)
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 (2016)
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
A Convex Formulation for Spectral Shrunk Clustering. AAAI (2015)
Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen
Multitask Spectral Clustering by Exploring Intertask Correlation. IEEE Trans. Cybern. 45 (5) (2015)
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)
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) (2015)
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) (2015)
Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
Multiple Features But Few Labels?: A Symbiotic Solution Exemplified for Video Analysis. ACM Multimedia (2014)
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) (2014)
Zhongwen Xu, Ivor W. Tsang, Yi Yang, Zhigang Ma, Alexander G. Hauptmann
Event Detection Using Multi-level Relevance Labels and Multiple Features. CVPR (2014)
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
A Convex Formulation for Spectral Shrunk Clustering. CoRR (2014)
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang
Balanced k-Means and Min-Cut Clustering. CoRR (2014)
Yahong Han, Yi Yang, Zhigang Ma, Haoquan Shen, Nicu Sebe, Xiaofang Zhou
Image Attribute Adaptation. IEEE Trans. Multim. 16 (4) (2014)
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) (2014)
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) (2014)
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)
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 (2014)
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) (2014)
Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann
Complex Event Detection via Multi-source Video Attributes. CVPR (2013)
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)
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)
Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe
Thinking of Images as What They Are: Compound Matrix Regression for Image Classification. IJCAI (2013)
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) (2013)
Yahong Han, Zhongwen Xu, Zhigang Ma, Zi Huang
Image classification with manifold learning for out-of-sample data. Signal Process. 93 (8) (2013)
Hong Zhang, Yun Liu, Zhigang Ma
Fusing inherent and external knowledge with nonlinear learning for cross-media retrieval. Neurocomputing 119 (2013)
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) (2013)
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) (2013)
Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann
How Related Exemplars Help Complex Event Detection in Web Videos? ICCV (2013)
Yan Yan, Zhongwen Xu, Gaowen Liu, Zhigang Ma, Nicu Sebe
GLocal structural feature selection with sparsity for multimedia data understanding. ACM Multimedia (2013)
Yang Yang, Yi Yang, Zi Huang, Jiajun Liu, Zhigang Ma
Robust cross-media transfer for visual event detection. ACM Multimedia (2012)
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)
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) (2012)
Zhigang Ma, Alexander G. Hauptmann, Yi Yang, Nicu Sebe
Classifier-specific intermediate representation for multimedia tasks. ICMR (2012)
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) (2012)
Sen Wang, Yi Yang, Zhigang Ma, Xue Li, Chaoyi Pang, Alexander G. Hauptmann
Action recognition by exploring data distribution and feature correlation. CVPR (2012)
Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou
-Norm Regularized Discriminative Feature Selection for Unsupervised Learning. IJCAI (2011)
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)