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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

[01/30/2019] 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

Preprint

(†: undergraduate student; ‡: postgraduate student; ˆ: intern/visiting student)
  1. Wanjie Sun‡, Zhenzhong Chen: Learned Image Downscaling for Upscaling using Content Adaptive Resampler. http://arxiv.org/abs/1907.12904. [Code]
  2. Canwen Xu†, Zhenzhong Chen, Chenliang Li: Obj-GloVe: Scene-Based Contextual Object Embedding. https://arxiv.org/abs/1907.01478.

Recent Publications

(†: undergraduate student; ‡: postgraduate student; ˆ: intern/visiting student)
    Image and Video Processing and Analysis
  1. Zhenzhong Chen, Xiang Pan‡: An Optimized Rate Control for Low-delay H.265/HEVC. IEEE Trans. Image Processing, 29(9): 4541-4552 (2019)
  2. Zhenzhong Chen, Han Zhu‡: Visual Quality Evaluation for Semantic Segmentation: Subjective Assessment Database and Objective Assessment Measure. IEEE Trans. Image Processing, in press. https://doi.org/10.1109/TIP.2019.2922072
  3. 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
  4. 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)
  5. Yaosi Hu‡, Zhenzhong Chen, Zheng-Jun Zha and Feng Wu: Hierarchical Global-Local Temporal Modeling for Video Captioning. ACM MM 2019.
  6. Yaochen Zhu†, Zhenzhong Chen and Feng Wu: Multimodal Deep Denoise Framework for Affective Video Content Analysis. ACM MM 2019.
  7. Benchao Liˆ, Zhenzhong Chen, Shan Liu, Weishi Zheng: Affective video content analyses by using cross-modal embedding learning features. ICME 2019. (Oral Paper)
  8. Nannan Li†, Zhenzhong Chen, Shan Liu: Meta Learning for Image Captioning. AAAI 2019.
  9. Computational Vision and Human-computer Interaction
  10. Xiaoying Ding‡, Weisi Lin, Zhenzhong Chen, Xinfeng Zhang: Point Cloud Saliency Detection by Local and Global Feature Fusion. IEEE Trans. Image Processing, in press. https://doi.org/10.1109/TIP.2019.2918735
  11. Kao Zhang‡ and Zhenzhong Chen: Video Saliency Prediction based on Spatial-temporal Two-stream Network. IEEE Transactions on CSVT, in press. https://doi.org/10.1109/TCSVT.2018.2883305
  12. Xiaoying Ding†, Zhenzhong Chen: Improving Saliency Detection Based on Modeling Photographer's Intention. IEEE Trans. Multimedia 21(1): 124-134 (2019)
  13. Multimedia Data Mining
  14. Cong Zou†, Zhenzhong Chen: Joint Latent Factors and Attributes to Discover Interpretable Preferences in Recommendation. Information Sciences, in press. https://doi.org/10.1016/j.ins.2019.07.064.
  15. Shang Liu‡, Zhenzhong Chen, Xiaolei Li: Time-Semantic-Aware Poisson Tensor Factorization Approach for Scalable Hotel Recommendation. Information Sciences 504:422-434 (2019). https://doi.org/10.1016/j.ins.2019.07.068.
  16. 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)
  17. Shang Liu‡, Zhenzhong Chen: Sequential behavior modeling for next micro-video recommendation with collaborative transformer. ICME 2019. (Oral Paper)
  18. Shang Liu‡, Zhenzhong Chen, Hongyi Liu. Xinghai Hu: User-Video Co-Attention Network for Personalized Micro-video Recommendation. WWW 2019. (Short Paper)
  19. Photogrammertry and Remote Sensing
  20. 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)
  21. 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)
[Publication List on DBLP]

Links