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On 2020.04.18 / By Zhenzhong Chen / Tags Visual Attention Visual Perception Deep Learning

Computational Visual Perception

Achievements

  • 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
  • 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
On 2020.04.18 / By Zhenzhong Chen / Tags Video Compression Image Processing

Video Compression and Processing

Achievements

On 2020.04.18 / By Zhenzhong Chen / Tags 3D Object Detection Semantic Segmentation

Visual Detection and Recognition

Achievements

  • Bin Xu, Zhenzhong Chen: Multi-Level Fusion Based 3D Object Detection From Monocular Images. CVPR 2018: 2345-2353
  • 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
On 2020.04.18 / By Zhenzhong Chen / Tags Image Video Captioning Visual Relation Detection

Image Video Understanding

Achievements

  • Nannan Li, Zhenzhong Chen: Learning Compact Reward for Image Captioning. http://arxiv.org/abs/2003.10925
  • Li Mi, Zhenzhong Chen: Hierarchical Graph Attention Network for Visual Relationship Detection. CVPR 2020.
On 2020.04.18 / By Zhenzhong Chen / Tags Video Popularith Prediction Video Recommendation

Video Retrieval and Recommendation

Achievements

  • Yaochen Zhu, Jiayi Xie, Zhenzhong Chen: Predicting the Popularity of Micro-videos with Multimodal Variational Encoder-Decoder Framework. https://arxiv.org/abs/2003.12724
  • Shang Liu, Zhenzhong Chen, Hongyi Liu. Xinghai Hu: User-Video Co-Attention Network for Personalized Micro-video Recommendation. WWW 2019. (Short Paper)