Publications

Recent Papers (2014~)


[1]  Xu-Cheng Yin, Wei-Yi Pei, Jun Zhang, and Hong-Wei Hao, “Multi-orientation scene text detection with adaptive clustering,” IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 37, no. 9, pp. 1930-1937, 2015. <Online Databset> <Paper Link> (Our multi-orientation scene text detection technology has the best performance on available public datasets.)

 

[2] Xu-Cheng Yin, Xuwang Yin, Kaizhu Huang, and Hong-Wei Hao, “Robust text detection in natural scene images”, IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 36, no. 5, pp. 970-983, 2014. <Paper Link (IEEE Xplore)> <Online Demos>  (Our published technology ("USTB_TexStar") won the 1st place of both "Text Localization in Real Scenes" and "Text Localization in Born-Digital Images (Web and Email)" in ICDAR 2013 Robust Reading Competition; our technology ("Yin et al.") also won the 1st place in ICDAR 2013 Multi-Script Robust Reading Competition. This paper is a highly cited paper from ESI (Essential Science Indicators) as of Nov/Dec 2015. )

 

[3] Xu-Cheng Yin, Ze-Yu Zuo, Shu Tian, and Cheng-Lin Liu, "Text detection, tracking and recognition in video: A comprehensive survey," IEEE Trans. Image Processing (TIP), vol. 25, no. 6, pp. 2752-2773, 2016. <Paper Link>

 

[4] Xu-Cheng Yin, Kaizhu Huang, Chun Yang, and Hong-Wei Hao, “Convex ensemble learning with sparsity and diversity,” Information Fusion, vol. 20, pp. 49-59, 2014. <Paper Link>

 

[5] Bo-Wen Zhang, Xu-Cheng Yin*, and Fang Zhou, “A generic pseudo relevance feedback framework with heterogeneous social information,” Information Sciences, vol. 367-368, pp. 909-926, 2016. <Paper Link> (Our proposed technology (USTB-PRIR”) won the 1st place of CLEF 2016 Social Book Search Suggestion Task.)

 

[6] Xu-Cheng Yin, Bo-Wen Zhang, Xiao-Ping Cui, Jiao Qu, Bin Geng, Fang Zhou, Li Song, and Hong-Wei Hao, "IsART: A Generic Framework for Searching Books with Social Informaiton," PLoS ONE, vol. 11, no. 2, pp. e0148479, 2016. (Our proposed technology won the top place of CLEFT/INEX 2014 Social Book Search Suggestion Task.) <Paper Link>

 

[7] Xu-Cheng Yin, Chun Yang, Wei-Yi Pei, Haixia Man, Jun Zhang, Erik Learned-Miller, and Hong Yu, "DeTEXT: A database for evaluating text extraction from biomedical literature figures," PLoS ONE, vol. 10, no. 5, pp. e0126200, 2015. <Online Databset> <Paper Link>

 

[8] Xu-Cheng Yin, Kaizhu Huang, and Hong-Wei Hao, “DE2: Dynamic ensemble of ensembles for learning nonstationary data,” Neurocomputing, vol. 165, pp. 14-22, 2015. <Paper Link>

 

[9] Xu-Cheng Yin, Kaizhu Huang, and Hong-Wei Hao, “A novel classifier ensemble method with sparsity and diversity,” Neurocomputing, vol. 134, pp. 214-221, 2014. <Paper Link>

 

[10] Kaizhu Huang, Rui Zhang, and Xu-Cheng Yin, “Imbalance Learning locally and Globally,” Neural Processing Letters, vol. 41, no. 3, pp. 311-323, 2015.

 

[11] Shu Tian, Xu-Cheng Yin*, Zhi-Bin Wang, and Hong-Wei Hao, "VeBIRD: A VidEo-Based Intelligent Recognition and Decision system for the phacoemulsification cataract surgery," Computational and Mathematical Methods in Medicine, 202934:1-202934:11, 2015.

 

[12] Yan Yan, Xu-Cheng Yin*, Sujian Li, Mingyuan Yang, Hong-Wei Hao, "Learning document semantic representation with hybrid deep belief network," Computational Intelligence and Neuroscience, 650527:1-650527:9, 2015.

 

[13] Khalid Iqbal, Xu-Cheng Yin*, Hong-Wei Hao, Qazi Ilyas, and Xuwang Yin, “A central tendency-based privacy preserving model for sensitive XML association rules using Bayesian networks,” Intelligent Data Analysis, vol. 18, no. 2, pp. 281-303, 2014. <Paper Link>


[14] Chun Yang, Xu-Cheng Yin*, Hong-Wei Hao, Yan Yan, and Zhi-Bin Wang, “Classifier ensemble with diversity: Effectiveness analysis and ensemble optimization”, Acta Automatica Sinica (in Chinese), vol. 40, no. 4, pp. 660-674, 2014. <Paper Link>

 

 

[15] Zong-Heng Xing, Fang Zhou, Shu Tian, and Xu-Cheng Yin*, "Robust segmentation for video captions with complex backgrounds," Processing of 7th Chinese Conference on Pattern Recognition (CCPR'16), 2016. <Paper Link> (Best Student Paper of CCPR'16)

 

[16] Yan Yan, Xu-Cheng Yin*, Chun Yang, Bo-Wen Zhang, and Hong-Wei Hao, "Multi-label ranking with LSTM^2 for document classification," Processing of 7th Chinese Conference on Pattern Recognition (CCPR'16), 2016.

 

[17] Song-Lu Chen, Chun Yang, Chao Zhu, and Xu-Cheng Yin*, "Bloody image classification with global and local features," Processing of 7th Chinese Conference on Pattern Recognition (CCPR'16), 2016. <Online Demo>

 

[18] Shu Tian+, Wei-Yi Pei+, Ze-Yu Zuo, and Xu-Cheng Yin*, "Scene text detection in video by learning locally and globally," Proceedings of 25th International Joint Conference on Artificial Intelligence (IJCAI'16), 2016. <Paper Link> (Our technology won the 1st Place of "(Text in Videos) Video Text Detection" in ICDAR 2015 Robust Reading Competition.)

 

[19] Junchi Yan, Xu-Cheng Yin, Weiyao Lin, Cheng Deng, Hongyuan Zha, and Xiaokang Yang, "A short survey of recent advances in graph matching," Proceedings of ACM International Conference on Multimedia Retrieval (ICMR'16), 2016.

 

[20] Shao-Hui Feng, Bo-Wen Zhang*, Xu-Cheng Yin*, etc., USTB at Social Book Search 2016 Suggestion Task: Active books set and re-ranking, CLEF (Working Notes), 2016.

 

[21] Zhijuan Zhang, Tiantian Liu, Bo-Wen Zhang, Yan Li, Chun Hua Zhao, Shao-Hui Feng, Xu-Cheng Yin*, and Fang Zhou, A generic retrieval system for biomedical literatures: USTB at BioASQ2015 Question Answering Task,CLEF (Working Notes), 2015. (Our technology won several batches of 2015 BioASQ Challenge Task 3b: Biomedical Semantic QA.)

 

[22] Chunhua Zhao, Fang Zhou, Bo-Wen Zhang, Xu-Cheng Yin*, Ming Hao, Zhijuan Zhang, and Tiantian Liu, USTB at Social Book Search 2015 Suggestion Task: Metadata Expansion and Reranking, CLEF (Working Notes), 2015.

 

[23] Ze-Yu Zuo, Shu Tian, Wei-Yi Pei, and Xu-Cheng Yin*, "Multi-strategy tracking based text detection in scene videos," Proceedings of 13th International Conference on Document Analysis and Recognition (ICDAR'15), 2015.

 

[24] Bo-Wen Zhang, Xu-Cheng Yin*, Xiao-Ping Cui, Jiao Qu, Bin Geng, Fang Zhou, Li Song, and Hong-Wei Hao, “Social book search reranking with generalized content-based filtering”, Proceedings of ACM International Conference on Information and Knowledge Management (CIKM'14), 2014. <Paper Link> (Our proposed technology (USTB) won the 1st place of CLEF/INEX 2014 Social Book Search Suggestion Task.)

 

[25] Xu-Cheng Yin, Chun Yang, Wei-Yi Pei, and Hong-Wei Hao, “Shallow classification or deep learning: An experimental study,” Proceedings of International Conference on Pattern Recognition (ICPR'14), 2014.

 

[26] Chun Yang, Xu-Cheng Yin*, and Hong-Wei Hao, “Diversity-based ensemble with sample weight learning,” Proceedings of International Conference on Pattern Recognition (ICPR'14), 2014.


[27] Khalid Iqbal, Xu-Cheng Yin*, Hong-Wei Hao, Sohail Asghar, and Hazrat Ali, “Bayesian network scores based text localization in scene images,”
Proceedings of International Joint Conference on Neural Networks (IJCNN'14), 2014.

 

[28] Chun Yang, Xu-Cheng Yin*, and Kaizhu Huang, "Text categorization with diversity Random Forests," Proceedings of International Conference on Neural Information Processing (ICONIP’14), 2014.

 

[29] Bin Geng, Fang Zhou, Jiao Qu, Bo-Wen Zhang, Xiao-Ping Cui, and Xu-Cheng Yin*, "Social book search with pseudo-relevance feedback," Proceedings of International Conference on Neural Information Processing (ICONIP’14), 2014.


 

 

Latest Accepted Papers

 

[1] Shu Tian, Xu-Cheng Yin*,  Ya Su, and Hong-Wei Hao, "A unified framework for tracking based text detection and recognition from web videos," IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), accepted, 2017.

 

[2] Xu-Cheng Yin, Chun Yang, Wei-Yi Pei, Shu Tian, Ze-Yu Zuo, Chao Zhu and Junchi Yan, "Tracking based multi-orientation scene text detection: a unified framework with dynamic programming," IEEE Trans. Image Processing (TIP), accepted, 2017.

 

[3] Bo-Wen Zhang, Xu-Cheng Yin*, Fang Zhou*, and Jianlin Jin, "Building your own reading list anytime via embedding relevance, quality, timeliness and diversity,"  ACM SIGIR'17, accepted, 2017.

 

[4] Ahmad Shaheryar, Xu-Cheng Yin*, and Hong-Wei Hao, "Selection of optimal denoising-based regularization hyper-parameters for performance improvement in a sensor validation model," Artificial Intelligence Review, accepted, 2017.

 

[5] Ya Su, Xinbo Gao, and Xu-Cheng Yin, "Fast alignment for sparse representation based face recognition," Pattern Recognition, accepted, 2017.

 

 

Latest Submitted (Journal) Papers

 

[1] Xu-Cheng Yin, Chun Yang, and Hong-Wei Hao,  “Learning to diversify via weighted kernels for classifier ensemble,” submitted to IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), 2014. <Source Codes and Dataset>

 

[2] Shu Tian, Xu-Cheng Yin*, Zong-Heng Xing, Fang Zhou, etc al., "Tracking based text segmentation for video captions with complex backgournds," submitted to IEEE Trans. Image Processing (TIP), 2017.

 


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