研究小组

2021年以来的代表性论文

(2023-08 更新)

更多论文可访问董军宇老师的Google Scholar

https://scholar.google.com/citations?user=iPYdUpAAAAAJ

Accepted and In Press

Y. Rao, Y. Ju, C. Li, E. Rigall, J. Yang, H. Fan, J. Dong, "Learning General Descriptors for Image Matching with Regression Feedback," IEEE Transactions on Circuits and Systems for Video Technology.

 

Q. Lv, Y. Li, J. Dong and Z. Guo, "LaFea: Learning Latent Representation beyond Feature for Universal Domain Adaptation," IEEE Transactions on Circuits and Systems for Video Technology.

 

Y. Liu, K. Gu, J. Cao, S. Wang, G. Zhai, J. Dong, S. Kong, "UIQI: A Comprehensive Quality Evaluation Index for Underwater Images," IEEE Transactions on Multimedia.

 

Y. Ju, M. Jian, C. Wang, C. Zhang, J. Dong and K. -M. Lam, "Estimating High-resolution Surface Normals via Low-resolution Photometric Stereo Images," IEEE Transactions on Circuits and Systems for Video Technology.

 

Y. Rao, W. Liu, K. Li, H. Fan, S. Wang and J. Dong, "Deep Color Compensation for Generalized Underwater Image Enhancement," IEEE Transactions on Circuits and Systems for Video Technology.

 

Z. Guo, Z. Gu, B. Zheng, J. Dong and H. Zheng, "Transformer for Image Harmonization and Beyond," IEEE Transactions on Pattern Analysis and Machine Intelligence,

 

2023

15. X. Sun, Z. Song, Y. Yu, J. Dong, C. Plant and C. Böhm, "Network Embedding via Deep Prediction Model," in IEEE Transactions on Big Data, 2023.

 

14. Y. Zheng, J. Zhan, S. He, J. Dong, Y. Du, "Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing," CVPR 2023.

 

13. M. Wang, F. Gao, J. Dong, H. -C. Li and Q. Du, "Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification," IEEE Transactions on Geoscience and Remote Sensing, 2023.

 

12. L. Qi, Z. Chen, F. Gao, J. Dong, X. Gao and Q. Du, "Multiview Spatial–Spectral Two-Stream Network for Hyperspectral Image Unmixing," IEEE Transactions on Geoscience and Remote Sensing, 2023.

 

11. Z. Jia, Y. Rao, H. Fan and J. Dong, "An Efficient Visual SfM Framework Using Planar Markers," in IEEE Transactions on Instrumentation and Measurement, 2023.

 

10. Y. Liu, Y. Rao, E. Rigall, H. Fan and J. Dong, "Incorporating Co-Visibility Reasoning Into Surface Depth Measurement," IEEE Transactions on Instrumentation and Measurement, 2023.

 

9. X. Wang, Q. Lv, G. Chen, J. Zhang, Z. Wei, J. Dong, H. Fu, et al., "MobileSky: Real-Time Sky Replacement for Mobile AR," IEEE Transactions on Visualization and Computer Graphics, 2023.

 

8. Y. Meng, F. Gao, E. Rigall, R. Dong, J. Dong and Q. Du, "Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction," IEEE Transactions on Geoscience and Remote Sensing, 2023.

 

7. Y. Rao, Y. Ju, S. Wang, F. Gao, H. Fan and J. Dong, "Learning Enriched Feature Descriptor for Image Matching and Visual Measurement," in IEEE Transactions on Instrumentation and Measurement, 2023.

 

6. S. Dai, J. Wang, C. Huang, Y. Yu, J. Dong, "Dynamic Multi-View Graph Neural Networks for Citywide Traffic Inference," ACM Transactions on Knowledge Discovery from Data, 2023.

 

5. Y. Du, J. Deng, Y. Zheng, J. Dong, "DSDNet: Toward single image deraining with self-paced curricular dual stimulations," Computer Vision and Image Understanding, 2023.

 

4. G. Qin, L. Song, Y. Yu, C. Huang, W. Jia, Y. Cao, J. Dong, "Graph Structure Learning on User Mobility Data for Social Relationship Inference," AAAI 2023.

 

3. B. Yan, G. Zhao, L. Song, Y. Yu, J. Dong, "PreCLN: Pretrained-based contrastive learning network for vehicle trajectory prediction," World Wide Web, 2023.

 

2. C. Fu, G. Zheng, C. Huang, Y. Yu, J. Dong, Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling. Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023.

 

1. Fei Zhou, Xin Sun, Junyu Dong, Xiao Xiang Zhu. SurroundNet: Towards effective low-light image enhancement, Pattern Recognition, 2023.

 

2022

14. H. S. Nawaz, Z. Shi, Y. Gan, A. Hirpa, J. Dong and H. Zheng, "Temporal Moment Localization via Natural Language by Utilizing Video Question Answers as a Special Variant and Bypassing NLP for Corpora," IEEE Transactions on Circuits and Systems for Video Technology, 2022.

 

13. Y. Rao, J. Yang, Y. Ju, C. Li, E. Rigall, H. Fan, J. Dong. "Learning General Feature Descriptor for Visual Measurement With Hierarchical View Consistency," IEEE Transactions on Instrumentation and Measurement, 2022.

 

12. C. Xie, H. Guo and J. Dong, "LSENet: Location and Seasonality Enhanced Network for Multiclass Ocean Front Detection," in IEEE Transactions on Geoscience and Remote Sensing, 2022.

 

11. P. Yu, C. Fu, Y. Yu, C. Huang, Z. Zhao, J. Dong, "Multiplex Heterogeneous Graph Convolutional Network," Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022.

 

10. Y. Gan, F. Gao, J. Dong and S. Chen, "Arbitrary-Scale Texture Generation From Coarse-Grained Control," IEEE Transactions on Image Processing, 2022.

 

9. X. Wang, E. Rigall, Q. Chen, S. Zhang and J. Dong, "Efficient and Stable Cephalometric Landmark Localization Using Two-Stage Heatmaps’ Regression," in IEEE Transactions on Instrumentation and Measurement, 2022.

 

8. A. H. Madessa, J. Dong, E. Rigall, Q. Lv, H. Nawaz, et al., "Transmittance Surface Detection and Material Identification Using Multitask ViT-SIFT Fusion," in IEEE Transactions on Instrumentation and Measurement, 2023.

 

7. H. Song, Y. Du, T. Xiang, J. Dong, et al. "Editing out-of-domain gan inversion via differential activations," ECCV 2022.

 

6. L. Chen, F. Zhou, S. Wang, J. Dong, N. Li, et al. "SWIPENET: Object detection in noisy underwater scenes," Pattern Recognition, 2022.

 

5. Y. Ju, B. Shi, M. Jian, L. Qi, J. Dong, K.-M. Lam, "Normattention-psn: A high-frequency region enhanced photometric stereo network with normalized attention," International Journal of Computer Vision, 2022.

 

4. Y. Hu, W. Rao, L. Qi, J. Dong, J. Cai and H. Fan, "A Refractive Stereo Structured-Light 3-D Measurement System for Immersed Object," in IEEE Transactions on Instrumentation and Measurement, 2022.

 

3. Ye Yuan, Li-Na Wang, Guoqiang Zhong, Wei Gao, Wencong Jiao, Junyu Dong, Biao Shen, Dongdong Xia, Wei Xiang. Adaptive Gabor convolutional networks, Pattern Recognition, 2022.

 

2. Lin Qi, Feng Gao, Junyu Dong, Xinbo Gao, Qian Du. SSCU-Net: Spatial-Spectral Collaborative Unmixing Network for Hyperspectral Images, IEEE Transactions on Geoscience and Remote Sensing, 2022.

 

1. Shaoxiang Guo, Eric Rigall, Yakun Ju, Junyu Dong. 3D Hand Pose Estimation from Monocular RGB with Feature Interaction Module, IEEE Transactions on Circuits and Systems for Video Technology, 2022.

 

2021

30. Yakun Ju, Kin-Man Lam, Yang Chen, Lin Qi, Junyu Dong. Pay attention to devils: A photometric stereo network for better details, IJCAI, 2021.

 

29. Zhanliang Wang, Junyu Dong, Xinguo Liu, Xueying Zeng. Low-Rank Tensor Completion by Approximating the Tensor Average Rank, ICCV, 2021.

 

28. Zhensheng Shi, Ju Liang, Qianqian Li, Haiyong Zheng, Zhaorui Gu, Junyu Dong, Bing Zheng. Multi-Modal Multi-Action Video Recognition, ICCV, 2021.

 

27. Yuezun Li, Ming-Ching Chang, Pu Sun, Honggang Qi, Junyu Dong and Siwei Lyu. TransRPN: Towards the Transferable Adversarial Perturbations Using Region Proposal Networks and Beyond, International Journal on Computer Vision and Image Understanding, 2021.

 

26. Shu Zhang, Hui Yu, Ting Wang, Junyu Dong, Tuan D Pham. Linearly augmented real-time 4D expressional face capture, Information Sciences, 2021.

 

25. Xin Sun, Yongbo Yu, Yao Liang, Junyu Dong, Claudia Plant, Christian Böhm. Fusing attributed and topological global-relations for network embedding, Information Sciences, 2021.

 

24. Gui Li, Gai-Ge Wang, Junyu Dong, Wei-Chang Yeh, Keqin Li. DLEA: A dynamic learning evolution algorithm for many-objective optimization, Information Sciences, 2021.

 

23. Zonghui Guo, Dongsheng Guo, Haiyong Zheng, Zhaorui Gu, Bing Zheng, Junyu Dong. Image Harmonization With Transformer, ICCV, 2021.

 

22. Eric Rigall, Xianglong Wang, Qianmin Chen, Shu Zhang, Junyu Dong. An RFID Tag Localization Method Based on Hologram Mask and Discrete Cosine Transform, IEEE Transactions on Instrumentation and Measurement, 2021.

 

21. Yuxin Meng, Eric Rigall, Xueen Chen, Feng Gao, Junyu Dong, Sheng Chen. Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction, IEEE Transactions on Neural Networks and Learning Systems, 2021.

 

20. Xin Sun, Changrui Chen, Xiaorui Wang, Junyu Dong, Huiyu Zhou, Sheng Chen. Gaussian dynamic convolution for efficient single-image segmentation, IEEE Transactions on Circuits and Systems for Video Technology, 2021.

 

19. Yakun Ju, Muwei Jian, Shaoxiang Guo, Yingyu Wang, Huiyu Zhou, Junyu Dong. Incorporating lambertian priors into surface normals measurement, IEEE Transactions on Instrumentation and Measurement, 2021.

 

18. Lin Li, Bo Dong, Eric Rigall, Tao Zhou, Junyu Dong, Geng Chen. Marine animal segmentation, IEEE Transactions on Circuits and Systems for Video Technology, 2021.

 

17. Yu Zhang, Xin Sun, Junyu Dong, Changrui Chen, Qingxuan Lv. GPNet: gated pyramid network for semantic segmentation, Pattern Recognition, 2021.

 

16. Yanhai Gan, Xinghui Dong, Huiyu Zhou, Feng Gao, Junyu Dong, Learning the Precise Feature for Cluster Assignment, IEEE Transactions on Cybernetics, 2021.

 

15. Ying Gao, Xiaohan Feng, Tiange Zhang, Eric Rigall, Huiyu Zhou, Lin Qi, Junyu Dong, Wallpaper Texture Generation and Style Transfer Based on Multi-label Semantics, IEEE Transactions on Circuits and Systems for Video Technology, 2021.

 

14. Yifan Xia, Wenbo Zheng, Yiming Wang, Hui Yu, Junyu Dong, Fei-Yue Wang, Local and Global Perception Generative Adversarial Network for Facial Expression Synthesis, IEEE Transactions on Circuits and Systems for Video Technology, 2021.

 

13. Jianwen Lou, Xiaoxu Cai, Junyu Dong, Hui Yu, Real-time 3D facial tracking via cascaded compositional learning, IEEE Transactions on Image Processing, 2021.

 

12. Yakun Ju, Junyu Dong, Sheng Chen, Recovering Surface Normal and Arbitrary Images: A Dual Regression Network for Photometric Stereo, IEEE Transactions on Image Processing, 2021.

 

11. Zhijun Liu, Chao Huang, Yanwei Yu, Junyu Dong, Motif-Preserving Dynamic Attributed Network Embedding, WWW 2021.

 

10. Yu Zhang, Xin Sun, Junyu Dong, Changrui Chen, Qingxuan Lv, GPNet: Gated pyramid network for semantic segmentation, Pattern Recognition, 2021.

 

9. Lin Li, Bo Dong, Eric Rigall, Tao Zhou, Junyu Dong, Geng Chen, Marine Animal Segmentation, IEEE Transactions on Circuits and Systems for Video Technology, 2021.

 

8. Aite Zhao, Jianbo Li, Junyu Dong, Lin Qi, Qianni Zhang, Ning Li, Xin Wang, Huiyu Zhou, Multimodal Gait Recognition for Neurodegenerative Diseases, IEEE Transactions on Cybernetics, 2021.

 

7. Aite Zhao, Junyu Dong, Jianbo Li, Lin Qi, Huiyu Zhou, Associated Spatio-Temporal Capsule Network for Gait Recognition, IEEE Transactions on Multimedia, 2021.

 

6. Qingxuan Lv, Xin Sun, Changrui Chen, Junyu Dong, Huiyu Zhou, Parallel complement network for real-time semantic segmentation of road scenes, IEEE Transactions on Intelligent Transportation Systems, 2021.

 

5. Yu Zhang, Xin Sun, Junyu Dong, Changrui Chen, Qingxuan Lv, GPNet: Gated pyramid network for semantic segmentation, Pattern Recognition, 2021.

 

4. Yakun Ju, Muwei Jian, Shaoxiang Guo, Yingyu Wang, Huiyu Zhou, Junyu Dong, Incorporating Lambertian Priors into Surface Normals Measurement, IEEE Transactions on Instrumentation and Measurement, 2021.

 

3. Yong Du, Yangyang Xu, Taizhong Ye, Qiang Wen, Chufeng Xiao, Junyu Dong, Guoqiang Han, Shengfeng He, Invertible grayscale with sparsity enforcing priors, ACM Transactions on Multimedia Computing, Communications, and Applications, 2021.

 

2. Qilu Zhao, Junyu Dong, Hui Yu, Sheng Chen, Distilling ordinal relation and dark knowledge for facial age estimation, IEEE Transactions on Neural Networks and Learning Systems, 2021.

 

1. Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Adaptive DropBlock-Enhanced Generative Adversarial Networks for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 2021.