Professor, Schools of RS / CS, Wuhan University
Director, WHU-RS Institute of Artificial Intelligence and Machine Vision
Director, Joint RS-CS Lab. for Intelligent Information Processing
zzchen (at) whu.edu.cn
Office: Rm. 420, #5 Building, Info. Science Campus, Wuhan University, China
[12/16/2020] To Prospective Ph.D. Applicant:Please note that there is NO vancancy for year 2021 in my group.
[01/11/2021] To Prospective M.Sc./M.Eng. Applicant:For highly self-motivated applicants, there are currently TWO vancancies at School of Remote Sensing and Information Engineering for the 3-year M.Sc. degree, and ONE vancancy at School of Computer Science for the 2-year M.Eng. degree in Electronic and Information Eng., in my group. Please send an email with CV to me directly if interested.
Zhenzhong Chen received the B.Eng. degree from Huazhong University of Science and Technology and the Ph.D. degree from the Chinese University of Hong Kong, both in electrical engineering. He is currently a Professor at Wuhan University (WHU). His current research interests include image and video processing and analysis, computational vision and human-computer interaction, multimedia data mining, photogrammetry and remote sensing, etc. He has been a VQEG board member and Immersive Media Working Group Co-Chair, a Selection Committee Member of ITU Young Innovators Challenges, an Associate Editor of IEEE Transactions on Image Processing (TIP), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Journal of the Association for Information Science and Technology (JASIST), Journal of Visual Communication and Image Representation, and Editor of IEEE IoT Newsletters. He was a recipient of the CUHK Young Scholars Dissertation Award, the CUHK Faculty of Engineering Outstanding Ph.D. Thesis Award, Microsoft Fellowship, etc. He is an IEEE senior member.
(: undergraduate student; : postgraduate student; : intern/visiting student)
- Xiaoying Ding, Zhenzhong Chen: Towards Mesh Saliency Detection in 6 Degrees of Freedom. https://arxiv.org/abs/2005.13127
- Yaochen Zhu, Jiayi Xie, Zhenzhong Chen: Predicting the Popularity of Micro-videos with Multimodal Variational Encoder-Decoder Framework. https://arxiv.org/abs/2003.12724
- Nannan Li, Zhenzhong Chen: Learning Compact Reward for Image Captioning. http://arxiv.org/abs/2003.10925
- Zizheng Liu, Xiang Pan, Yiming Li, Zhenzhong Chen: A Game Theory based Rate Allocation Scheme for HEVC Region of Interest Coding. IEEE Transactions on Image Processing, vol. 20: 794-805, (2021).
- Kao Zhang, Zhenzhong Chen, Shan Liu: Affective Video Content Analysis via Multimodal Deep Quality Embedding Network. IEEE Transactions on Image Processing, vol. 20: 572-587, (2021).
- Jun Ouyang, Zhenzhong Chen, Feng Wu: Multimodal Local-Global Attention Network for Affective Video Content Analysis. IEEE Transactions on Circuits and Systems for Video Technology, in press.
- Rui Liu, Li Mi, Zhenzhong Chen: AFNet: Adaptive Fusion Network for Remote Sensing Image Semantic Segmentation. IEEE Transactions on Geoscience and Remote Sensing, in press.
- Yaochen Zhu, Zhenzhong Chen, Feng Wu: Affective Video Content Analysis via Multimodal Deep Quality Embedding Network. IEEE Transactions on Affective Computing, in press.
- Aoqi Li, Jeremy M. Wolfe, Zhenzhong Chen: Implicitly and explicitly encoded features can guide attention in free-viewing. Journal of Vision, Vol.20, 8(2020).
- Di Liu, Kao Zhang, Zhenzhong Chen: Attentive Cross-Modal Fusion Network for RGB-D Saliency Detection. IEEE Trans. Multimedia, in press.
- 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
- 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]
- 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
- Zhenzhong Chen, Wei Wu: Asymmetric Foveated Just-Noticeable-Difference Model for Images with Visual Field Inhomogeneities. IEEE Trans. Circuits Syst. Video Technol. 30(11): 4064-4074 (2020). https://doi.org/10.1109/TCSVT.2019.2952675
- Xianhang Cheng, Zhenzhong Chen: A Multi-Scale Position Feature Transform Network for Video Frame Interpolation. IEEE Trans. Circuits Syst. Video Technol. 30(11): 3968-3981 (2020). https://doi.org/10.1109/TCSVT.2019.2939143
- Jing Lin, Zhenzhong Chen, Feng Wu: Class-Oriented Discriminative Dictionary Learning for Image Classification. IEEE Trans. Circuits Syst. Video Technol. 30(7): 2155-2166 (2020). https://doi.org/10.1109/TCSVT.2019.2918852
- 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
- 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).
- Zhenzhong Chen, Xiang Pan: An Optimized Rate Control for Low-delay H.265/HEVC. IEEE Trans. Image Processing, 28(9): 4541-4552 (2019).
- 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).
- 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
- 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)
- Xiaoying Ding, Zhenzhong Chen: Improving Saliency Detection Based on Modeling Photographer's Intention. IEEE Trans. Multimedia 21(1): 124-134 (2019)
- 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)
- 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)
- Li Mi, Zhenzhong Chen: Hierarchical Graph Attention Network for Visual Relationship Detection. CVPR 2020.
- 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)
- Xianhang Cheng, Zhenzhong Chen: Video Frame Interpolation via Deformable Separable Convolution. AAAI 2020.
- Yaosi Hu, Zhenzhong Chen, Zheng-Jun Zha and Feng Wu: Hierarchical Global-Local Temporal Modeling for Video Captioning. ACM MM 2019.
- Yaochen Zhu, Zhenzhong Chen and Feng Wu: Multimodal Deep Denoise Framework for Affective Video Content Analysis. ACM MM 2019.
- Nannan Li, Zhenzhong Chen, Shan Liu: Meta Learning for Image Captioning. AAAI 2019.
- Shang Liu, Zhenzhong Chen, Hongyi Liu. Xinghai Hu: User-Video Co-Attention Network for Personalized Micro-video Recommendation. WWW 2019. (Short Paper)