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Professor, Wuhan University
Director, Institute of Artificial Intelligence and Machine Vision

Email: zzchen (at) whu.edu.cn
Rm. 420, #5 Building, Info. Science Campus
Wuhan University, China

[03/25/2020] Master/Ph.D. Student Opportunities:
We regularly offer a few Master/Ph.D. student positions each year in either School of Remote Sensing and Information Engineering or Computer Science for highly-motivated students. Please check the webpage of Postgraduate Student Recruitment for details and send email with CV to me directly if interested.

Biography

Recent Publications

(†: undergraduate student; ‡: postgraduate student; ˆ: intern/visiting student)
    Preprint
  1. Nannan Li‡, Zhenzhong Chen: Learning Compact Reward for Image Captioning. http://arxiv.org/abs/2003.10925
  2. Journal Paper
  3. Aoqi Li‡, Jeremy M. Wolfe, Zhenzhong Chen: Implicitly and explicitly encoded features can guide attention in free-viewing. Journal of Vision, in press.
  4. Wanjie Sun‡, Zhenzhong Chen, Feng Wu: Visual Scanpath Prediction using IOR-ROI Recurrent Mixture Density Network. IEEE Transactions on Pattern Analysis and Machine Intelligence, in press. https://doi.org/10.1109/TPAMI.2019.2956930
  5. Wanjie Sun‡, Zhenzhong Chen: Learned Image Downscaling for Upscaling using Content Adaptive Resampler. IEEE Trans. Image Processing, vol. 29: 4027-4040, (2020). https://doi.org/10.1109/TIP.2020.2970248.. [Code]
  6. Wentao Bao‡, Bin Xu‡, Zhenzhong Chen: MonoFENet: Monocular 3D Object Detection with Feature Enhancement Networks. IEEE Trans. Image Processing, vol. 29: 2753-2765, (2020) . https://doi.org/10.1109/TIP.2019.2952201
  7. Zhenzhong Chen, Wei Wu‡: Asymmetric Foveated Just-Noticeable-Difference Model for Images with Visual Field Inhomogeneities. IEEE Trans. Circuits Syst. Video Techn., in press. https://doi.org/10.1109/TCSVT.2019.2952675
  8. Xianhang Cheng‡, Zhenzhong Chen: A Multi-Scale Position Feature Transform Network for Video Frame Interpolation. IEEE Transactions on CSVT, in press. https://doi.org/10.1109/TCSVT.2019.2939143
  9. Jing Lin‡, Zhenzhong Chen, Feng Wu: Class-Oriented Discriminative Dictionary Learning for Image Classification. IEEE Transactions on CSVT, in press. https://doi.org/10.1109/TCSVT.2019.2918852
  10. Li Mi‡, Zhenzhong Chen: Superpixel-enhanced Deep Neural Forest for Remote Sensing Image Semantic Segmentation. ISPRS Journal of Photogrammetry and Remote Sensing 159: 140-152 (2020). https://doi.org/10.1016/j.isprsjprs.2019.11.006
  11. Zhenzhong Chen, Han Zhu‡: Visual Quality Evaluation for Semantic Segmentation: Subjective Assessment Database and Objective Assessment Measure. IEEE Trans. Image Processing, 28(12): 5785-5796, (2019).
  12. Zhenzhong Chen, Xiang Pan‡: An Optimized Rate Control for Low-delay H.265/HEVC. IEEE Trans. Image Processing, 28(9): 4541-4552 (2019).
  13. Xiaoying Ding‡, Weisi Lin, Zhenzhong Chen, Xinfeng Zhang: Point Cloud Saliency Detection by Local and Global Feature Fusion. IEEE Trans. Image Processing, 28(11): 5379-5393, (2019).
  14. Kao Zhang‡ and Zhenzhong Chen: Video Saliency Prediction based on Spatial-temporal Two-stream Network. IEEE Transactions on CSVT, 29(12): 3544-3557 (2019).https://doi.org/10.1109/TCSVT.2018.2883305
  15. Yiming Li‡, Jizheng Xu, Zhenzhong Chen: Spherical Domain Rate-Distortion Optimization for Omnidirectional Video Coding. IEEE Trans. Circuits Syst. Video Techn. 29(6): 1767-1780 (2019)
  16. Xiaoying Ding†, Zhenzhong Chen: Improving Saliency Detection Based on Modeling Photographer's Intention. IEEE Trans. Multimedia 21(1): 124-134 (2019)
  17. Zhenzhong Chen, Ye Hu‡, Yingxue Zhang‡: Effects of Compression on Remote Sensing Image Classification Based on Fractal Analysis. IEEE Trans. Geoscience and Remote Sensing 57(7): 4577-4590 (2019)
  18. Feiyang Liu‡, Zhenzhong Chen: An Adaptive Spectral Decorrelation Method for Lossless MODIS Image Compression. IEEE Trans. Geoscience and Remote Sensing 57(2): 803-814 (2019)
  19. Cong Zou†, Zhenzhong Chen: Joint Latent Factors and Attributes to Discover Interpretable Preferences in Recommendation. Information Sciences 505(12): 498-512, (2019).
  20. Shang Liu‡, Zhenzhong Chen, Xiaolei Li: Time-Semantic-Aware Poisson Tensor Factorization Approach for Scalable Hotel Recommendation. Information Sciences 504(12):422-434 (2019).
  21. Zhibin Zhang‡, Cong Zou†, Ruifeng Ding‡, Zhenzhong Chen:VCG: Exploiting visual contents and geographical influence for Point-of-Interest recommendation. Neurocomputing 357: 53-65 (2019)
  22. Conference Paper
  23. Li Mi‡, Zhenzhong Chen: Hierarchical Graph Attention Network for Visual Relationship Detection. CVPR 2020.
  24. Jiayi Xie‡, Yaochen Zhu‡, Zhibin Zhang‡, Jian Peng‡, Jing Yi†, Yaosi Hu‡, Hongyi Liu‡, Zhenzhong Chen: A Multimodal Variational Encoder-Decoder Framework for Micro-video Popularity Prediction. WWW 2020. (Short Paper)
  25. Xianhang Cheng‡, Zhenzhong Chen: Video Frame Interpolation via Deformable Separable Convolution. AAAI 2020.
  26. Yaosi Hu‡, Zhenzhong Chen, Zheng-Jun Zha and Feng Wu: Hierarchical Global-Local Temporal Modeling for Video Captioning. ACM MM 2019.
  27. Yaochen Zhu†, Zhenzhong Chen and Feng Wu: Multimodal Deep Denoise Framework for Affective Video Content Analysis. ACM MM 2019.
  28. Nannan Li†, Zhenzhong Chen, Shan Liu: Meta Learning for Image Captioning. AAAI 2019.
  29. Shang Liu‡, Zhenzhong Chen, Hongyi Liu. Xinghai Hu: User-Video Co-Attention Network for Personalized Micro-video Recommendation. WWW 2019. (Short Paper)
[Publication List on DBLP]

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