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  1. Yaochen Zhu‡, Jiayi Xie‡, Zhenzhong Chen: Predicting the Popularity of Micro-videos with Multimodal Variational Encoder-Decoder Framework. https://arxiv.org/abs/2003.12724
  2. Nannan Li‡, Zhenzhong Chen: Learning Compact Reward for Image Captioning. http://arxiv.org/abs/2003.10925
  3. Yaochen Zhu‡, Zhenzhong Chen, Feng Wu: Affective Video Content Analysis via Multimodal Deep Quality Embedding Network. IEEE Transactions on Affective Computing, in press.
  4. Xianhang Cheng, Zhenzhong Chen: Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution, IEEE TPAMI, in press.
  5. Jing Yi, Yaochen Zhu, Jiayi Xie, Zhenzhong Chen: Cross-modal Variational Auto-encoder for Content-based Micro-video Background Music Recommendation, IEEE TMM, in press.
  6. Jiayi Xie, Yaochen Zhu, Zhenzhong Chen: Micro-video Popularity Prediction via Multimodal Variational Information Bottleneck, IEEE TMM, in press.
  1. Wanjie Sun, Zhenzhong Chen: Learning Discrete Representations From Reference Images for Large Scale Factor Image Super-Resolution. IEEE Trans. Image Process. 31: 1490-1503 (2022).
  2. Jingru Wei, Li Mi, Ye Hu, Jing Ling, Yawen Li, Zhenzhong Chen: Effects of Lossy Compression on Remote Sensing Image Classification Based on Convolutional Sparse Coding. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022).
  3. Jing Yi, Zhenzhong Chen: Multi-modal Variational Graph Auto-encoder for Recommendation Systems. IEEE TMM 24: 1067-1079 (2022).
  4. Yaochen Zhu, Zhenzhong Chen: Mutually-Regularized Dual Collaborative Variational Auto-encoder for Recommendation Systems, WWW 2022.
  5. Yangjun Ou, Li Mi, zhenzhong Chen: Object-Relation Reasoning Graph for Action Recognition, CVPR 2022.
  6. Yaosi Hu, Chong Luo, Zhenzhong Chen: Make It Move: Controllable Image-to-Video Generation with Text Descriptions, CVPR 2022.
  1. Wanjie Sun‡, Zhenzhong Chen, Feng Wu: Visual Scanpath Prediction using IOR-ROI Recurrent Mixture Density Network. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(6): 2101-2118 (2021). https://doi.org/10.1109/TPAMI.2019.2956930
  2. Zizheng Liu, Xiang Pan, Yiming Li, Zhenzhong Chen: A Game Theory Based CTU-Level Bit Allocation Scheme for HEVC Region of Interest Coding. IEEE Trans. Image Processing. 30: 794-805 (2021).
  3. Kao Zhang, Zhenzhong Chen, Shan Liu: A Spatial-Temporal Recurrent Neural Network for Video Saliency Prediction. IEEE Trans. Image Processing 30: 572-587 (2021).
  4. Aoqi Li, Zhenzhong Chen: Semantic meaning modulates object importance in human fixation prediction. J. Vis. Commun. Image Represent. 79: 103206 (2021).
  5. Rui Liu, Li Mi, Zhenzhong Chen: AFNet: Adaptive Fusion Network for Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 59(9): 7871-7886 (2021).
  6. Yangjun Ou, Zhenzhong Chen, Feng Wu: Multimodal Local-Global Attention Network for Affective Video Content Analysis. IEEE Trans. Circuits Syst. Video Technol. 31(5): 1901-1914 (2021).
  7. Feiyang Liu, Zhenzhong Chen: Multi-Objective Optimization of Quality in VVC Rate Control for Low-Delay Video Coding. IEEE Trans. Image Process. 30: 4706-4718 (2021).
  8. Nannan Li, Zhenzhong Chen: Toward Visual Distortion in Black-Box Attacks. IEEE Trans. Image Process. 30: 6156-6167 (2021).
  9. Wei Wu, Qinyao Li, Zhenzhong Chen, Shan Liu: Semantic Information Oriented No-Reference Video Quality Assessment. IEEE Signal Processing Letters. 28: 204-208 (2021).
  10. Di Liu, Kao Zhang and Zhenzhong Chen: Attentive Cross-Modal Fusion Network for RGB-D Saliency Detection. IEEE Transactions on Multimedia. 23: 967-981 (2021). https://doi.org/10.1109/TMM.2020.2991523
  11. Jingyuan Chen, Guanchen Ding, Yuchen Yang, Wenwei Han, Kangmin Xu, Tianyi Gao, Zhe Zhang, Wanping Ouyang, Hao Cai, Zhenzhong Chen: Dual-Modality Vehicle Anomaly Detection via Bilateral Trajectory Tracing. CVPR Workshops 2021: 4016-4025.
  12. Zhihao Liu, Zhijian He, Lujia Wang, Wenguan Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven C. H. Hoi, Qinghua Hu, Ming Liu, Junwen Pan, Baoqun Yin, Binyu Zhang, Chengxin Liu, Ding Ding, Dingkang Liang, Guanchen Ding, Hao Lu, Hui Lin, Jingyuan Chen, Jiong Li, Liang Liu, Lin Zhou, Min Shi, Qianqian Yang, Qing He, Sifan Peng, Wei Xu, Wenwei Han, Xiang Bai, Xiwu Chen, Yabin Wang, Yinfeng Xia, Yiran Tao, Zhenzhong Chen, Zhiguo Cao: VisDrone-CC2021: The Vision Meets Drone Crowd Counting Challenge Results. ICCVW 2021: 2830-2838.
  13. Yingxue Zhang, Zizheng Liu, Zhenzhong Chen, Xiaozhong Xu, Shan Liu: No-reference Quality Assessment of Panoramic Video based on Spherical-domain Features. PCS 2021: 1-5.
  14. Zizheng Liu, Zhenzhong Chen, Shan Liu: Two Stage Optimal Bit Allocation for HEVC Hierarchical Coding Structure. VCIP 2021: 1-4.
  15. Guangjie Ren, Zizheng Liu, Zhenzhong Chen, Shan Liu: Reinforcement Learning based ROI Bit Allocation for Gaming Video Coding in VVC. VCIP 2021: 1-5.
  16. Yiran Tao, Yaosi Hu, Zhenzhong Chen: Learn to Look Around: Deep Reinforcement Learning Agent for Video Saliency Prediction. VCIP 2021: 1-5.
  17. Cong Zou, Xuchen Wang, Yaosi Hu, Zhenzhong Chen, Shan Liu: MAPS: Joint Multimodal Attention and POS Sequence Generation for Video Captioning. VCIP 2021: 1-5.
  1. Yaochen Zhu‡, Zhenzhong Chen, Feng Wu: Affective Video Content Analysis via Multimodal Deep Quality Embedding Network. IEEE Transactions on Affective Computing, in press.
  2. Zhenzhong Chen, Wei Wu‡: Asymmetric Foveated Just-Noticeable-Difference Model for Images with Visual Field Inhomogeneities. IEEE Trans. Circuits Syst. Video Techn., 30(11): 4064-4074 (2020). https://doi.org/10.1109/TCSVT.2019.2952675
  3. Xianhang Cheng‡, Zhenzhong Chen: A Multi-Scale Position Feature Transform Network for Video Frame Interpolation. IEEE Transactions on CSVT, 30(11): 3968-3981 (2020). https://doi.org/10.1109/TCSVT.2019.2939143
  4. Jing Lin‡, Zhenzhong Chen, Feng Wu: Class-Oriented Discriminative Dictionary Learning for Image Classification. IEEE Transactions on CSVT, 30(7): 2155-2166 (2020). https://doi.org/10.1109/TCSVT.2019.2918852
  5. WentaoBao‡, Zhenzhong Chen: Human Scanpath Prediction based on Deep Convolutional Saccadic Model. Neurocomputing, Vol 404:154-164, (2020). https://doi.org/10.1016/j.neucom.2020.03.060
  6. 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). https://doi.org/10.1167/jov.20.6.8
  7. 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]
  8. 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
  9. 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
  10. Ran Wei, Li Mi, Yaosi Hu, Zhenzhong Chen: Exploiting the local temporal information for video captioning. J. Vis. Commun. Image Represent. 67: 102751 (2020)
  11. Li Mi‡, Zhenzhong Chen: Hierarchical Graph Attention Network for Visual Relationship Detection. CVPR 2020.
  12. 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)
  13. Xianhang Cheng‡, Zhenzhong Chen: Video Frame Interpolation via Deformable Separable Convolution. AAAI 2020.
  14. Shang Liu‡, Jiayi Xie‡, Cong Zou†, Zhenzhong Chen: User Conditional Hashtag Recommendation for Micro-videos. ICME 2020 (Oral Paper).
  1. 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).
  2. Zhenzhong Chen, Xiang Pan‡: An Optimized Rate Control for Low-delay H.265/HEVC. IEEE Trans. Image Processing, 28(9): 4541-4552 (2019).
  3. 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).
  4. 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
  5. 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)
  6. Xiaoying Ding†, Zhenzhong Chen: Improving Saliency Detection Based on Modeling Photographer's Intention. IEEE Trans. Multimedia 21(1): 124-134 (2019)
  7. 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)
  8. 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)
  9. Cong Zou†, Zhenzhong Chen: Joint Latent Factors and Attributes to Discover Interpretable Preferences in Recommendation. Information Sciences 505(12): 498-512, (2019).
  10. Shang Liu‡, Zhenzhong Chen, Xiaolei Li: Time-Semantic-Aware Poisson Tensor Factorization Approach for Scalable Hotel Recommendation. Information Sciences 504(12)：422-434 (2019).
  11. 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)
  12. Yaosi Hu‡, Zhenzhong Chen, Zheng-Jun Zha and Feng Wu: Hierarchical Global-Local Temporal Modeling for Video Captioning. ACM MM 2019.
  13. Yaochen Zhu†, Zhenzhong Chen and Feng Wu: Multimodal Deep Denoise Framework for Affective Video Content Analysis. ACM MM 2019.
  14. Benchao Liˆ, Zhenzhong Chen, Shan Liu, Weishi Zheng: Affective video content analyses by using cross-modal embedding learning features. ICME 2019. (Oral Paper)
  15. Shang Liu‡, Zhenzhong Chen: Sequential behavior modeling for next micro-video recommendation with collaborative transformer. ICME 2019. (Oral Paper)
  16. Nannan Li†, Zhenzhong Chen, Shan Liu: Meta Learning for Image Captioning. AAAI 2019.
  17. Shang Liu‡, Zhenzhong Chen, Hongyi Liu. Xinghai Hu: User-Video Co-Attention Network for Personalized Micro-video Recommendation. WWW 2019. (Short Paper)