Publications

  • Journal Papers
  • Invention patent

*corresponding author

Journal:

[13] Feng Zheng and Ling Shao. A Winner-Take-All Strategy for Improved Object Tracking. IEEE Transactions on Image Processing, vol. 27(9), pp. 4302-4313, Sep. 2018. (CCF A, IF: 6.79)

[12] Yan-Guo Zhao, Feng Zheng and Zhan Song. Hand Detection Using Cascade of Softmax Classifiers. Accepted to Advances in Multimedia, 2018.

[11] Feng Zheng, Ling Shao and Junwei Han. Robust and Long-Term Object Tracking with an Application to Vehicles. IEEE Transactions on Intelligent Transportation Systems, vol. 19(10), pp. 3387-3399, 2018. (CCF B, IF: 5.744)

[10] Xiantong Zhen, Mengyang Yu, Feng Zheng, Ilanit Ben Nachum, Mousumi Bhaduri, David Laidley and Shuo Li. Multitarget Sparse Latent Regression. IEEE Transactions on Neural Networks and Learning Systems, vol. 29(5), pp. 1575-1586, May 2017. (CCF B, IF: 11.683, Highly cited paper)

[9] Yan-Guo Zhao, Zhan Song, Feng Zheng and Ling Shao. Learning a Multiple Kernel Similarity Metric for Kinship Verification. Information Sciences, vol. 430, pp. 247-260, Mar. 2017. (CCF B, IF: 5.524)

[8] Xiantong Zhen, Feng Zheng, Ling Shao, Xianbin Cao and Dan Xu. Supervised Local Descriptor Learning for Human Action Recognition. IEEE Transactions on Multimedia, vol 19(9), pp. 2056-2065, Sept. 2017. (CCF B, IF: 5.452)

[7] Feng Zheng, Yi Tang and Ling Shao. Hetero-manifold Regularization for Cross-modal Hashing. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40(5), pp. 1059-1071, May 2018. (CCF A, IF: 17.73)

[6] Shoubiao Tan, Feng Zheng, Li Liu, Jungong Han, Ling Shao. Dense Invariant Feature-Based Support Vector Ranking for Cross-Camera Person Reidentification. IEEE Transactions on Circuits and Systems for Video Technology, vol 28(2), pp. 356-363, Feb. 2016. (CCF B, IF: 4.046)

[5] Feng Zheng, Ling Shao, Vitomir Racic, James Brownjohn. Measuring Human-Induced Vibrations of Civil Engineering Structures via Vision-Based Motion Tracking. Measurement, Vol. 83, pp. 44-56, 2016. (IF: 2.791)

[4] Li Liu, Ling Shao, Feng Zheng. Realistic Action Recognition via Sparsely-Constructed Gaussian Processes. Pattern Recognition, vol. 47(12) pp. 3819-3827, 2014. (CCF B, IF: 5.898)

[3] Feng Zheng, Zhan Song, Ling Shao, Ronald Chung, Kui Jia. A Semi-supervised Approach for Dimensionality Reduction with Distributional Similarity. Neurocomputing, Vol. 103(1), pp. 210-221, March 2013. (CCF C, IF: 4.072)

[2] Feng Zheng, Ling Shao, Zhan Song, Chen Xi. Action recognition using graph embedding and the co-occurrence matrices descriptor. International Journal of Computer Mathematics, vol. 88(18), pp. 3896-3914, June 2011. (IF: 1.054)

[1] Hanxuan Yang, Ling Shao, Feng Zheng, Liang Wang, Zhan Song. Recent Advances and Trends in Visual Tracking: A Review. Neurocomputing, vol. 74(18), pp. 3823-3831, 2011. (CCF C, IF: 4.072, Highly cited paper)

Conference:

[38]  Xuesong Chen, Xiyu Yan, Feng Zheng*, Yong Jiang, Shutao Xia, Yong Zhao, Rongrong Ji. One-shot Adversarial Attacks on Visual Tracking with Dual Attention. Accepted by CVPR 2020. (CCF A)

[37]  Yunhang Shen, Rongrong Ji, Zhiwei Chen, Xiaopeng Hong, Feng Zheng, Jianzhuang Liu, Mingliang Xu, Qi Tian. Noise-Aware Fully Webly Supervised Object Detection. Accepted by CVPR 2020. (CCF A)

[36]  Xuesong Chen, Canmiao Fu, Yong Zhao, Feng Zheng*, Jingkuan Song, Rongrong Ji, Yi Yang. Salience-Guided Cascaded Suppression Network for Person Re-identification. Accepted by CVPR 2020. (CCF A)

[35] Xiyu Yan, Xuesong Chen, Yong Jiang, Shu-Tao Xia, Yong Zhao, Feng Zheng. Hijacking Tracker: A Powerful Adversarial Attack on Visual Tracking. ICASSP, Barcelona, Spain, May 4-8, 2020. (CCF B)

[34] Zhihui Zhu, Xinyang Jiang, Feng Zheng, Xiaowei Guo, Feiyue Huang, WEI-SHI ZHENG, Xing Sun. Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification. Accepted by AAAI 2020. (CCF A)

[33] Xinyang Jiang, Yifei Gong, Xiaowei Guo, Qize Yang, Feiyue Huang, WEI-SHI ZHENG, Feng Zheng, Xing Sun. Rethinking Temporal Fusion for Video-based Person Re-identification on Semantic and Time Aspect. Accepted by AAAI 2020. (CCF A)

[32] Yufeng Shi, Xinge You, Wenjie Wang, Feng Zheng, Qinmu Peng, Shuo Wang. Retrieval by Classification: Discriminative Binary Embedding for Sketch-Based Image Retrieval. Accepted by PRCV 2019. 

[31] Feng Zheng, Cheng Deng, Heng Huang. Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss. Accepted by IJCAI 2019. (CCF A)

[30] Xiyu Yan, Shuai Chen, Zihao He, Chunmei Li, Tao Dai, Shuo Dong, Yong Jiang, Shu-Tao Xia, Feng Zheng*. Automatic Grassland Degradation Estimation Using Deep Learning. Accepted by IJCAI 2019. (CCF A)

[29] Yunhang Shen, Rongrong Ji, Xiaopeng Hong, Feng Zheng, Xiaowei Guo, Yongjian Wu, Feiyue Huang. A Part Power Set Model for Scale-Free Person Retrieval. Accepted by IJCAI 2019. (CCF A)

[28] Yufeng Shi, Xinge You, Feng Zheng, Shuo Wang, Qinmu Peng. Equally-Guided Discriminative Hashing for Cross-modal Retrieval. Accepted by IJCAI 2019. (CCF A)

[27] Feng Zheng, Cheng Deng, Xing Sun, Xingyang Jiang, Xiaowei Guo, Zongqiao Yu, Feiyue Huang, Rongrong Ji. Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training. Accepted by CVPR, 2019. (CCF A)

[26] Xinyi Xu, Yanhua Yang, Cheng Deng, Feng Zheng. Deep Asymmetric Metric Learning via Rich Relationship Mining. Accepted by CVPR, 2019. (CCF A)

[25] Xu Yang, Cheng Deng, Feng Zheng, Junchi Yan, Wei Liu. Deep Spectral Clustering using Dual Autoencoder Network. Accepted by CVPR, 2019. (CCF A)

[24] Peizhen Zhang, Feng Zheng, Junlong Du, Jun Zhang, Xiaowei Guo, Wei-Shi Zheng. Particle Swarm Loss for Lightweight Object Detection. Accepted by ICME, 2019. (CCF B)

[23] Xiaohao He, Huijun Zhang, Ningyun Li, Ling Feng and Feng Zheng. A Multi-Attentive Pyramidal Model for Visual Sentiment Analysis, Accepted by IJCNN, 2019. (CCF C)

[22] Feng Zheng, Heng Huang and Xin Miao. Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding. IJCAI Stockholm, Sweden, 2018. (CCF A)

[21] Kamran Ghasedi Dizaji, Feng Zheng, Najmeh Sadoughi Nourabadi, Yanhua Yang, Cheng Deng, Heng Huang. Unsupervised Deep Generative Adversarial Hashing Network. CVPR, Salt Lake City, Utah, United States, 2018. (CCF A)

[20] Feng Zheng and Heng Huang. Direct Hashing without Pseudo-labels. AAAI, New Orleans, USA, Feb. 2018. (CCF A)

[19] Bingzhang Hu, Feng Zheng and Ling Shao. Dual-reference Face Retrieval. AAAI, New Orleans, USA, Feb. 2018. (CCF A)

[18] Yan-Guo Zhao, Zhan Song and Feng Zheng. A Robust Hand Detection Method Based on Skin Probability Map. ACM ICSPS, Auckland, New Zealand, Nov. 2017.

[17] Feng Zheng and Ling Shao. Learning Cross-view Binary Identities for Fast Person Re-identification. IJCAI, New York, USA, July 2016. (CCF A)

[16] Shoubiao Tan, Feng Zheng and Ling Shao. Dense Invariant Feature Based Support Vector Ranking for Person Re-identification, IEEE GlobalSIP, Orlando, USA, Dec. 2015.

[15] Feng Zheng, Ling Shao, James Brownjohn. Learn++ for Robust Object Tracking. BMVC, Nottingham, UK, Sep. 2014. (CCF C)

[14] Xiantong Zhen, Ling Shao, Feng Zheng. Discriminative Embedding via Image-to-Class Distances. BMVC, Nottingham, UK, Sep. 2014. (CCF C)

[13] Feng Zheng, Vitomir Racic, James M. W. Brownjohn, Mark T. Elliot, Alan Wing. Vision-Based Tracking of Human Body Motion. 32nd IMAC, Orlando, USA, Feb. 2014.

[12] Feng Zheng, James Brownjohn, Vito Racic, Mark Elliott. Video-based Motion Capture Application to Characterising Rhythmic Activities in Single or Multiple Human Targets. In 14th RPPW, Birmingham UK, Sep. 2013.

[11] Mark Elliott, Feng Zheng, Vito Racic, James Brownjohn, Alan Wing. Many Moving as One? Analyses of movement synchrony within large groups. In 14th RPPW, Birmingham UK, September 2013.

[10] Shuang Ye, Yan-Guo Zhao, Feng Zheng, Zhan Song. A Multi-Features Based Partial Filtering Algorithm for Robust and Efficient Object Tracking. ICMSP, Shanghai, China, 2012.

[9] X. Zhao, Z. Song, J. Guo, Y. G. Zhao, Feng Zheng. Real-time hand gesture detection and recognition by random forest. CCIS, ICCIP, vol 289. Springer, Berlin, Heidelberg, 2012.

[8] Yan-Guo Zhao, Zhan Song, Feng Zheng, Hanxuan Yang. A Novel Multi-Resolution HOG based Algorithm for Real-Time Hands Detection. ICSPS, Yantai, China, 2011.

[7] Zhan Song, Hanxuan Yang, Yan-Guo Zhao, Feng Zheng. Hand Detection and Gesture Recognition Exploit Motion Times Image in Complicate Scenarios, ISVC, Las Vegas, Nevada, USA, Dec. 2010.

[6] Feng Zheng, Ling Shao, Zhan Song. A Set of Co-occurrence Matrices on the Intrinsic Manifold of Human Silhouettes for Action Recognition, ACM CIVR (The former of ICMR), Xi'an China, July 2010. (CCF B)

[5] Feng Zheng, Ling Shao, Zhan Song. Eigen-space Learning Using Semi-supervised Diffusion Maps for Human Action Recognition, ACM CIVR (The former of ICMR), Xi'an China, July 2010. (CCF B)

[4] Feng Zheng, Zhan Song. An Improved Diffusion Maps Method for Action Recognition Using Global and Local Constrains, IEEE ICIA, Haerbin, China, June 2010.

[3] Feng Zheng, Zhan Song. Diffusion Maps for Dimensionality Reduction with Partially Labeled Samples. ICCAE, Singapore, Feb. 2010.

[2] Xiaojun Wu, Zhan Song, Gang Yu, Feng Zheng. A Novel Multiple Cues Based Image Fusing Algorithm for High Dynamic Range Image Generation. ICMV, p. 102-106, Hong Kong, China, 2010.

[1] Feng Zheng, Na Chen, Luoqing Li. Semi-supervised Laplacian Eigenmaps for Dimensionality Reduction. ICWAPR, p: 843-849, Hong Kong, Aug. 2008.

[5] Feng Zheng, Yan-Guo Zhao, Zhan Song. Human and Computer Interaction Method and Apparatus, Chinese patent, Grant No. CN103105924B, 2015-9-9.

[4] Zhan Song, Feng Zheng, Yan-Guo Zhao. Image Recognition Method and System, Chinese patent, Grant No. CN103106388B, 2017-2-8.

[3] Yan-Guo Zhao, Feng Zheng, Zhan Song. Image Recognition Method and Apparatus, Chinese patent, Grant No. CN103106387B, 2016-12-14.

[2] Zhan Song, Yan-Guo Zhao, Lei Nie, Wei Yang, Feng Zheng. The method and System of Human Hand Gesture Detection, Chinese patent, Grant No. CN102831439B, 2015-9-23.

[1] Zhan Song, Yan-Guo Zhao, Lei Nie, Wei Yang, Feng Zheng. The method and System of Human Hand Gesture Tracking, Chinese patent, Grant No. CN102831439B, 2015-09-23.

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